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From 2021 to 2024 we have gone from 100 million to 550 million. I read an article at that time saying by 2025 we would be at 200 million or so. All I know is noone seems to actually know the math or how this project actually works. 550 million is dramatically more than was projected by this point. This article is saying maybe 1 billion by 2040 at the current rate? WHAT? Give it 3 years based on current growth and we will be there if not way over. Makes NO sense.
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r/filecoin
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comment
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r/filecoin
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2024-05-01
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Z0FBQUFBQm0wR3JndnlrRW1aQ3hJYnU3U0E4VzNfUVc2THAzaVF4c2hXRXFJbUdJYlhtVVBiVzcxT3gzZWtUT0hZVTFxNDhQM0RLcXJGNmF1dXNzR1JmeUdkMXN6dzZveXdXdmhxNExrRDFKLVpOLVF3ay1hX0RUaW9wclVidmdzWWNzd2Y2aVpLWFZuMDFka3c2cHdqa0NVUmNIX3ZqckpwZkxNU2k2Zlpia3JvZ2xfakQwcWExd1RLVU1hVFk5bTk0UVJOUWYyb0d1NndFTVNkSXdLaHZCVm8zVlJnUzF4Zz09
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r/btc
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post
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r/btc
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2024-05-01
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Z0FBQUFBQm0wR3JoMGxidkpPOGpEcmZnUDV1clZqVXlfNFQ2Y2RJeFRXa2ZpUEhndzh4LTlpZnNMbXJlSkp3a0p2RkRVdFBzMGVQRDZBNVVoODEzMVhrWEFxNUVLc0xxU1E9PQ==
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Z0FBQUFBQm0wR3Jnai1lMjAzU2hwRmFPYXBoWVl2QlFlOWJaTjNKcmtCQVJOdTBYeWRrbnkwMW9wem9raWZVajVYV3dxbHlsSTJXV3JPLUNQbm1CR2ZlWnE2OWtCU3l5emtNX2NRZ0cwNVduMjdFRWg5QmVrZm5CbF9OcjhxTjR5VDh3ckhqZHE5ZXZYRzZYaEFxSjZPNlRmMWVqS2J4RDEzQVZnc1RJQ3ZnOWNvVWk0WERrblFGU3JTdlZpMGh2MTVHRk53dFZhcEtp
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r/bitcoincash
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post
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r/Bitcoincash
|
2024-05-01
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Z0FBQUFBQm0wR3JodUFiSkpsM2FEeloxOW9RUHU4V1B0STMxWDRYOHpRWUtVcGxQZENuQ0ZGeldlc1JxTG1xSjVtXzE4TkVXdHBVdmNySG85TFdVREJTazk3eUc0NXZKTUE9PQ==
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Z0FBQUFBQm0wR3JnMVB0Z1RRTDFfTUJXWXR4VHZGZ2Y3NkF5amIwa1E1R0d4dmlUX1doV1lWeFlCZ1dHcWJRZ0FOY29qMl9uSzh6TEptZkMzQzIxcnZiR2hYbkhIbl9LbWJDVjdYU0Vtb2pYNjdOenlPZVFicWhJaUFSSVVuMk1rbjAyOXp1SU9ZOFJXdkNVUFlpUl9nUzJlQ3dqUV9QUU5qZmFwZVgwZnFBUnV0ZnJLMFJvLUZhUGtTdFZNWnFWT09fUU9MR0JaYk81
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|
We have received a dataset that consists of audio, visual, thermal, and physiological modalities. Upon exploring the dataset, we encountered some challenges in opening the following file types:
* .phys with the Physiological information
* .thermal, .hist and .stat with the thermal information
* .pts with the visual information
* .ass with the auditory information
We have attempted various approaches to open these files, but unfortunately, none have proven successful thus far. We are not aware of the extensions used, and despite our persistent and thorough efforts, we have been unable to open these files. Please help us by guiding us on how to open files with these extensions.
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r/deeplearning
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post
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r/deeplearning
|
2024-05-01
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Z0FBQUFBQm0wR3JoVy1XaFZJQ1Iwam45ckd1bC10T0thQjNUM1ZyMHN1NlV5ejROajFFX293bnBETFJ1b0VWaVAweFF1LUc5cTRnTzEzMV9GZHFHVlA3OGpHVnU5SHdrZGc9PQ==
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Z0FBQUFBQm0wR3JnRUhwRU45MjB1Z2dlYzl1d0pyN3FMcVlMd2EwVTlMdDFEdXQ4ejQ0MWVKQ3IydkxDbFRfdUZGRm1JSkNYanlhSDJrMFVGakROWDYwYTNFZnBtT3JNRUJ3SnJhc1FsemdBcjJyUTAtZ3RIQlREdklWbVJCb21XdzVZV01ueXZ3dHpDRm0xeG12Z2o4TkQxTzhSYThoNF9KSVZZbnE3b1AzZFU0U1pvbHhSd2d6Z3l2OUhMWndJUWFpck9vM3pLemhtREt4cDlNMHBqQ01RN3NqLU82a1RWdz09
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r/tech
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post
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r/tech
|
2024-05-01
|
Z0FBQUFBQm0wR3JoY1hrNWNEc09oaHlGaDFvVXNDbmF0V1VlVlRUZHZ2VVo3a19RR2pDMnlibV9VVzhERkg4UWtGSUJXUmtncTlkLWhaR0ZQeVNwSkhfX3lnSXJsOWZpanc9PQ==
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Z0FBQUFBQm0wR3JnZFpacWxPQURNSjZ5eVAyUVhiaFZlS04tLW1lTThzUHlTZ0RvTXZoT0ZzNDFONGFSUlJrbkZYdXpyNkVOcTNtQnJEd3hueExBamlkbFVyODJjV3Z0Y0xROURtREpGWk5yZ3RtakEzY0RyT3FQbmZidlNrU1VxUUp5YnhscjloY0lGOWRLNGVONkd3OVJMa3diR0pLLUl3VG0xV3VLNUdDNlFITDhydUtTVy1kUllFNVktZ2hHQ2t4azZ6SW1yMmVy
|
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r/innovation
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post
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r/Innovation
|
2024-05-01
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Z0FBQUFBQm0wR3JoQTZ3N2hNcjJybXFJWlJ5M0NGLWhpdlhuVFQ4M0pYWHBkNmFMQTBDX1gwajhocFVZY01vc21oaERFYUFyQ3VuaEh0R3ZQY2VISUtUeU8wX0tCMzdmVnc9PQ==
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Z0FBQUFBQm0wR3JnelFMMWJaRmZxY1pjN0lEcUMyOEJDX2YyNDFaMkFaalhFOWpodHZDakVzNkc4eHBXNHc0NWFXQWh3NlJaXzBGSTlaQlN5WkxsSmtJWG53MEhkUGNyOUFRaFdRVHAzUVRJQ1RjRk02eGRaa1RIWjB0WXhpWGEzZXZJbHQxTHVUeFg2TE9lVVRUbVcyeDZpNXF2bnpkSnJZSE51VHBNRV8ycFpqNTQ4T0Fhb0d5R0RnSzlXZ2w4czRkVi1xc1ItdUF5QTBPOEJVZFA5T0t0SUtvSmt0ZEVqUT09
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|
At FollowFox, we started a series about the journey from how we start from a pretty large codebase and with the help of LLMs, learn how it works, what are all the individual parts, and how to improve, document, and contribute to it while being a non-developer.
This is a good exploration who want to learn how to use LLMs for their professional use case.
You can read the first part here - [https://followfoxai.substack.com/p/part-1-pair-programming-with-llms](https://followfoxai.substack.com/p/part-1-pair-programming-with-llms)
Feedback is highly welcomed!
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r/gpt
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post
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r/GPT
|
2024-05-01
|
Z0FBQUFBQm0wR3JocWRxbVBZZTdRUm1jdDZLd1hxRWJ6MFdxaUk4amNKb1lUUmJfdWJEczcyWWVlZWItVjFoMFVlQWQ3TWxHZ0w4bS03eV9FT3A3OGIwVVBQVF8wR0o5N2c9PQ==
|
Z0FBQUFBQm0wR3JnancxdlZWVUNBOEk1V2ZiQVRyNUdPMkZXSFhqZ1ZNXzFaUmJTckJyRlFKSUljT2ZVYktlZGlwTlhheU1SeWpYcHF1QV9DQmRkQklEOGY1ZXd5Y25FUjY3a2VrYzN4eEFIWHBQWmsxakQ0dXVoQ1NwenJnanJaUEotMkhEY0Q1V0pOWVV0ZmFBcG9CR3doUF8tVU1PODJYRUpSMWN2NU5XcHRjSWFNUTdJREQycFJjWnE5aUlDWUpmMmxuWU8yMzhF
|
Hey folks! I’m Jonathan from TensorDock, and we’re building a cloud GPU marketplace. We want to make GPUs truly affordable and accessible.
I once started a web hosting service on self-hosted servers in middle school. But building servers isn’t the same as selling cloud. There’s a lot of open source software to manage your homelab for side projects, but there isn’t anything to commercialize that.
Large cloud providers charge obscene prices — so much so that they can often pay back their hardware in under 6 months with 24x7 utilization.
We are building the software that allows anyone to become the cloud. We want to get to a point where any \[insert company, data center, cloud provider with excess capacity\] can install our software on our nodes and make money. They might not pay back their hardware in 6 months, but they don’t need to do the grunt work — we handle support, software, payments etc.
In turn, you get to access a truly independent cloud: GPUs from around the world from suppliers who compete against each other on pricing and demonstrated reliability.
So far, we’ve onboarded quite a few GPUs, including **200 NVIDIA H100 SXMs available from just $2.49/hr**. But we also have **A100 80Gs from $1.63/hr, A6000s from $0.47/hr, A4000s from $0.13/hr, etc etc**. Because we are a true marketplace, prices fluctuate with supply and demand.
All are available in plain Ubuntu 22.04 or with popular ML packages preinstalled — CUDA, PyTorch, TensorFlow, etc., and all are hosted by a network of mining farms, data centers, or businesses that we’ve closely vetted.
If you’re looking for hosting for your next project, give us a try! Happy to provide testing credits, just email me at [[email protected]](mailto:[email protected]). And if you do end up trying us, please provide feedback below \[or directly!\] :)
​
Deploy a GPU VM: [https://dashboard.tensordock.com/deploy](https://dashboard.tensordock.com/deploy)
CPU-only VMs: [https://dashboard.tensordock.com/deploy\_cpu](https://dashboard.tensordock.com/deploy_cpu)
Apply to become a host: [https://tensordock.com/host](https://tensordock.com/host)
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r/machinelearning
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post
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r/MachineLearning
|
2024-05-01
|
Z0FBQUFBQm0wR3JoeWlWUko2UkM5VUFhb2tHQXdSQmR2TXBRWWR3OXJSQUJkQWd0b0I1MjV3QVp6b2V0TzRYUUVESEFFVTNZTEhFMkc0eXRzWnQ5bTN2WHJfTWhYOTQ4Y0E9PQ==
|
Z0FBQUFBQm0wR3JncTRHWmhnUG1MME9NbXdFQ1RwVkh6SUtGdlkxQVRhNF9GMXBaZ1RkYjViekh0cjljeGVoMnJCM2ctalpwUHlYd3IyMVZPdFdnbU5FZEk2TkQ5YnZxUWNSSWZXeXl3QUdQYnZvWDluM3UwaV9PeE1YT2pFMjJpN3NKektncTNaS2Z3dkhpQmVkdDV4OGV3bWlCWVpJbHNrX0VsYmpUVnhja3ZCc2JZeThWX25zcTFGWFVpRVRNbFFieWc4VndPNDltNk8xYXQ3Z1llUkFnVlo1NnVmZTRMUT09
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r/bitcoin
|
post
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r/Bitcoin
|
2024-05-01
|
Z0FBQUFBQm0wR3JoRUItSW8yLTFESlV0cXNjc0o5RFc4czZkTHBURHJXRjh1SjBQY2NhaDdzQVRxaXhHVmdEbG1HamhsU1JTLUVYR0tIa3N1WnZaSG1NRlI0UndvbjlGcnc9PQ==
|
Z0FBQUFBQm0wR3JnUjNnQU1MUXhscmkzOXAyQzdIczRfMXc4ZTFuVGJTQ3ByQndVYVBUNVZWM3pHYWVCYk1TVWRvQmUtZ0dPNzJzTEk0X3FhMUI1dXcxQXE3eXAxQUJZc3dJSGhWOFQyaUpYcTNEQ3QxYTZNQjJrNTNtTlVySWRHemZLbXRzdEk5emV5TjFSaFVKeUFrM18yMXNoaTdsU0tBPT0=
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I looked for this question but couldnt find it. I apologize in advance if it has been asked already. I am staking through Ledger Live using Kiln. They promise monthly rewards of ~3%. After 1 month I calculated my rewards and it is 0,3%. Does anyone else have this issue?
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r/ethereum
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post
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r/ethereum
|
2024-05-01
|
Z0FBQUFBQm0wR3JoMm80MGtfU3QzWE8taTRVT1NWWGk5WG1pb28wdVlVcHl4ZWFVN3dwcEVCRFNuNnk2VFdpX29Idl9qcTJla0pKT0ZuWmpmR2R2TlVTX2NRNjJsODY1cEhzOFRxUlRCNlNHeUhtSGhCcm5NdXM9
|
Z0FBQUFBQm0wR3JnaXE1ZWoxVDh0VzJ4M3ZQRVM3bFZraDhxUmNSaEVENkktVmxaWlpxSFRQeWJJMUM2bk5abGFwUjk3MzN1bWw3VDM0ZkFVMGhhdTQxVEFjS1BjdE1uTE5IQkcxM1NrQlpkUVhRdmNwVmpfYVJvNXVrUm81QW1tQXUxVjltN293UTJPWU9paER2dTg5eGNDTmNCWkJZcXZtMGEtSUgwRlhDLVB0Y243Z1Q2S3dES1EteE05MUdId1FpT0ZsOGZNNEFT
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r/espionage
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post
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r/espionage
|
2024-05-01
|
Z0FBQUFBQm0wR3JoVHVndkJWR1ZOZERNMFVuTzhUSlNDZmpabmxRYjRCdWNpWEt3LW1ENGtqdmZFaThQSTRkTVVuNkktRERKNzlxYlNOUG5kSGtfTzBiaVZ5WHBTcWlScWc9PQ==
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Z0FBQUFBQm0wR3JnZzF4cG9xSG9TSVFXY2RDa2Q2ZjhaN25UbERGbExTRlFhc1VqOVE1ZUJGbkxtaUhHenNlTzgzR2M1RS1qbUpyekZFeTRCanpQdVpmVkhVUEdLTGhBNEdYRzhJTGVxVmtpNm5rUGtXNzh4bDFRRlcybFo5UjJmUzVSbHF0eFFnMktLeVBFTG1kNVM0MXdFVmNXdUQ3VHJhYUNPc1p6MFRfcHFRNnNUZ3NmR2p5MnpjeWg5TXQzcU5qOUk4eF9CQXJf
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r/bitcoin
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post
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r/Bitcoin
|
2024-05-01
|
Z0FBQUFBQm0wR3JoM1Z2UGc5MldMbGRkUWE4OTVjdl9naWY4QVdOSFZnR1IxTk0xZXBfOTloTWFQb2hOMUNHUjVGYnNMM1ZrNHoxT3pLZExiR1ZlYlI5REp0QnBDY3d1eUE9PQ==
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Z0FBQUFBQm0wR3JnVDNWNE9RNVdla3k3SzlnODVCb1dxY2RpT3BYTlBPMTE2dVFNX3FNSS1nUHdFNHUxQmNGaEMwTGdxQTQzRXR0TDFNdkY3bk0yQk85Zy1aWmpUTWo1Q2lRNlk4LWFnTzYzZVM5cW5GU2hPcFF6VkQtSldvSm92WUotOEdFU1dsdV9HRWszeHljTUhrSXZjUzdhbC1aYktmTjNEQXFlNk5pTl9tRWVaODk1Nm5fUnF1QVJCMkVxNWR1NDJxbkxwbzVURHF4N214RkgwaFN2UVcyTnNqeDhGUT09
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People all over cryptp are crying.
They made losses, they expect more blood to come, they are panic-selling, they tell others to stop buying right now and that crypto is only going down now.
**This is the first cycle where we actually see a new ATH prior to the halving!**
**It never had happened before!**
Instead of seeing this "***overdue correction******"*** after a non-stop straight up bullmarket, people scream.
Strangely the opposite will happen if the markets start to recover. Then people will call to stop FOMO, tell you to wait a bit, advice you to not catch falling knives.
Not a Warren Buffet fan here, but be bullish if blood is on the streets. Is more blood to come? Who know? If anyone is telling you that they do know, they straight up lying to you.
We cannot buy the exact bottom, but if markets go down, it would be a wise play to invest a little bit. DCA in time instead of panic selling time.
*Hint: History suggest that real new ATHs happen around 6 months after halving. Happy DCAing!*
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r/cryptocurrency
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post
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r/CryptoCurrency
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2024-05-01
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Z0FBQUFBQm0wR3JocXJaclRtWG55aVN3LXk5dVBXM1JpY2RqdHRDRGlzR2ZQVlV3TVV0NGVfSUl3bXJnaktBWXV5WWktOXRXRjdFdzdxTmZmZm52bDdPQ1pnejdLWWhUWkE9PQ==
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Z0FBQUFBQm0wR3JnWnlRNlBpcF9kbG9ScjhSWThVbGhIMXFpNnVWZkJIXzhUOVBTQ1hUQ3ZPd0cwM1lZLThBSTRiQjBPNWJDUV9VQmQ0V2QzNHUxN1dYaEE2SWZjSGU0NE9xaFJwamdRVWszVm9NYWYwdmtZVGJ3M0NpdG83b3lmbDgtak5qWGM3aVdIWjZxc1dHRFBoOGNORFdwX3lpZGVuQnJQWjEweG5NeFBMdGZxazdSdjk1Q1JZRUppU3NUX3FJbW4wcU5sWVM1SlZrVjB2bUhCR2VYQ1hlZlo0c2NhQT09
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r/tech
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post
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r/tech
|
2024-05-01
|
Z0FBQUFBQm0wR3JoYk1YVEtwd09Ma2ZmanpWQ2tCYU51Ti1VWjhqYjhsMXJ6M2tzX19jN3dGdmxMbHU4NU5Lb3BucjFQdzZmajVuUHVxTEx0bVZLVm9JaHYyV0tLelNlcmc9PQ==
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Z0FBQUFBQm0wR3JnTG85ZWlsWVg2LV92Q2pveV9xSW4welBrQjVRSWQ1TW1zS05KanAtYTh2TWNCT2RIS0VHX2tPLV81WUd4SV9aNEFTSzJ5Tkt1RDg5MmF4SWNfbjJDWjJwZFNfY1Yxa0lqWldpNEF0TFhXQ2l1VTM2M2NtanBtamhkUTlGWHJfeTI4dk9YVlVEVzdJMXBjd2tONGl2NXBNdkEyMVFESTlWaHJJWmlHYmJHMUlzZDctR3d6N1M2YVRzbWhYUXh3WlhY
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https://www.reddit.com/r/eurovision/s/ug1KBJz2fH
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r/iama
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post
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r/IAmA
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2024-05-01
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Z0FBQUFBQm0wR3JoZ3Y0MFhKLTVfNDg3NGtmTm5KZWRydElybmZXZlBXTVQ1bjI0d1I1WHFBVDRILUtUeUlscjloMGxRRVJXYjFoWGZwWGFjd1hFck8wQUxHVjZkTnhLWmc9PQ==
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Z0FBQUFBQm0wR3JnTDBJU1hXMHc5S09XeWI0QWxDRE0zV3JFTXZxYUpCMnhzRkwwZXRXS1NabHgzeEd6SkRzQjhTb3JTUHJtMkNwLTdrWVVzZVd3QlFEdHE3VHNEQkx1TUFFM2tQQmZUNThfWUR2SldsWG4zZW9HNWtOMm03SnlodmdKMmZXcFNDbTNMQ29CUno2Y3VWOFUtSHZ2NjFJNzRiQTlSNEtxa0RsZENOVzZWc2JfeFdIenBJOXdobFQwcG5lWWJrcnMwVGg4Y3BDMS12WldjY3p4Z2ZpaTRXRFo4dz09
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Saw this first on CoinGecko web before and now it’s on the CoinMarketCap app. Pretty cool but anyone have any idea what the flame represents?
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r/polkadot
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post
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r/Polkadot
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2024-05-01
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Z0FBQUFBQm0wR3JoZHFkdVZESXlxMmlwUjdncE9mNzJGeTdEajJSaVVPZk1Jc2U5VGw0cHpJMEdtZ3I0MzRKZG4zR3VpcTVLelV3bnptdUFuNENuOFEtc2NoeFJfRW9keHc9PQ==
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Z0FBQUFBQm0wR3JnWnpVendiNXF0VENjaDBLQkNNWVhza3Jac2RPdVUtMDdaMlhYYnAyaElqanZfZDRTUjJyMTNpZ19fSkR1QjJITTF2NUNvX2lOU3IwNkI2SHJMSWlCSGNiNlBwVktnaXNDNWdqbU5pMkxKMnI1N2wtb1Ixek9KMVJ4NmhxdzFTTHlreDRYREJUTUhuNFZtRjhiN3UyZEhDTGltRVY4WExUZnA2dVFUUGlXSlNZPQ==
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The r/CredibleDefense daily megathread is for asking questions and posting submissions that would not fit the criteria of our post submissions. As such, submissions are less stringently moderated, but we still do keep an elevated guideline for comments.
Comment guidelines:
​
Please do:
​
\* Be curious not judgmental,
\* Be polite and civil,
\* Use the original title of the work you are linking to,
\* Use capitalization,
\* Link to the article or source of information that you are referring to,
\* Make it clear what is your opinion and from what the source actually says. Please minimize editorializing, please make your opinions clearly distinct from the content of the article or source, please do *not* cherry pick facts to support a preferred narrative,
\* Read the articles before you comment, and comment on the content of the articles,
\* Post only credible information
\* Contribute to the forum by finding and submitting your own credible articles,
​
Please do not:
​
\* Use memes, emojis or swears excessively,
\* Use foul imagery,
\* Use acronyms like LOL, LMAO, WTF, /s, etc. excessively,
\* Start fights with other commenters,
\* Make it personal,
\* Try to out someone,
\* Try to push narratives, or fight for a cause in the comment section, or try to 'win the war,'
\* Engage in baseless speculation, fear mongering, or anxiety posting. Question asking is welcome and encouraged, but questions should focus on tangible issues and not groundless hypothetical scenarios. Before asking a question ask yourself 'How likely is this thing to occur.' Questions, like other kinds of comments, should be supported by evidence and must maintain the burden of credibility.
​
Please read our in depth rules [https://reddit.com/r/CredibleDefense/wiki/rules](https://reddit.com/r/CredibleDefense/wiki/rules).
Also please use the report feature if you want a comment to be reviewed faster. Don't abuse it though! If something is not obviously against the rules but you still feel that it should be reviewed, leave a short but descriptive comment while filing the report.
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r/credibledefense
|
post
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r/CredibleDefense
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2024-05-01
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Z0FBQUFBQm0wR3JoSFp6MVZleDVzVHE0S0Y3VnVHZ3hLd2dkRlNUVU5DVXBxZ0ZlYjNBWHRIcFptMHY1aDRzUzhLcmV3QzNGSDZOZ0tvT19oSjhjMVNHNk5sMDdxcktqdkE9PQ==
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Z0FBQUFBQm0wR3JnQWtpOHFSY2lGbjNERXg5SUg0SmE5SG9mVDNwaFhkdkx0QjhGNk5kWVBpeXB1cGNZRFd0amhFY2hjUmJ4dUFPd0xRMUtuZzYxbHY2MVJvSEZQbGlKQndFdk44X2tuVVhhNV9Fd0dZYUZTYkdseDVKZGMwV0Y1T2VxOFZaaC1TNzczbFcyVzJ6eHBKT3AwS2c0bEhweHlDVkp1WkpxeEZkdVM5WTN0S3FQM1BHSExxQkhqNjdZYXdMZS04OUVQcTRSbEphUjEteFVnZzFoMUlPM3ZEbnB6QT09
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r/wallstreetbets
|
post
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r/wallstreetbets
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2024-05-01
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Z0FBQUFBQm0wR3JoTmpIQy0zMEdIRENhRFpIdTlKQ3U0a3JDQW5fYlNMX09aUWluQlIwOUhHRGw5LXFqa2NqUFE5UVdiSXNJZWJsTTdoeFdOdFIwbC1ucDNCSzhTMWMxNlE9PQ==
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Z0FBQUFBQm0wR3JnNmY5TVB0Q1g1dTg3WjFCeV9BT3FSS2llN1o2UDdlcTU2V1MtYjJsc0Q1SUM1ZFBTQThtS3NLMUFybG5aRVNCSnR5VEJQdTRDUXNMWmxpbENybHQ2dDh0QmQyNm1SNVM3MlVHX3NEcTNCLWRfNXFTTnh1bzFnVG9VVkU5NVRPQ0hoejE4eW5xSkZGc3BhVE5XVzg3dk16OG5JZUYzc0NGMVR0dndLZXBBanJJPQ==
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r/bitcoin
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post
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r/Bitcoin
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2024-05-01
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Z0FBQUFBQm0wR3JoSmNMRUpOenRCcWZUN2dJSUlCeGFoRHMwcW9GZDB6aTU3SXVOdTRySW1yQVpUZzhfU0NtdlFCMnBTME5ZZVhKMFdQbUxIM3gtd1YzTnMxRkNDQzVhWmc9PQ==
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Z0FBQUFBQm0wR3Jnek16M3V3WnQtUWJKVGRSZ0tHeDdaZnpFNDFKcXEtUmlGeklINzNWZllyQndtZWxRclZvSHN5QkJSdXF3LVZ3Y2hidzJ6S1ZZVUFDNjA4eVFXQThZcUxyd012ZXpVQTFPM21aMUF2OGNGOXE3ZV9OY1hzbFpzWmI2dFZYRXJZY0tsS3pNVGJJNndHaU9MZjE0SnZmSkVuM293MGhINFUyQ3pEd1J1OEhtbnphMkFoU3ltRmgwZUZLYTd2WEU1VHRMTTZqSDl3RDFoRnFreTl3LUo0RU1kZz09
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r/worldnews
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post
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r/worldnews
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2024-05-01
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Z0FBQUFBQm0wR3JoaGJvX0U0TlZfT25hY2FpTlNQSlJkdWY5ZzVfalRrLUFpN2puNElzVzZhWmNPQmJIUkdoVUsyVzZBXy00bk9GRmYtLWxFLXlxN2VoZ2lEWTRvckNiTFE9PQ==
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Z0FBQUFBQm0wR3JnUkRYSmtVbV9WU1VkQjMxZnFDLXhCVTkxNjZSQ3lBUERaWm5sa0dKNFhMSW1BTmpySTZMRE5yXzhCN25YaHFJMWdrc2Zfd090QjNaTGFPb1N3VzY3dDNYZkZlMDE4bnA3dlpLcXJQZFEyQWRtdnlRZGw2b0Z3YWY4d01DVnp3ZGkzVEtxWHQ5QWxsODdvY1diSjJleDVUV1lwd29DSFZ6YjRxal95b0ZxUEphMVdfZ29hS2ZhbXpYQkxTb2VuWU1sZDR4SDJHT3BJUlVnWU92ZG1zZkhuUT09
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r/news
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post
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r/news
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2024-05-01
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Z0FBQUFBQm0wR3JoU1Jvd1ZGd01iMUQ1SWR1cEhJeXZ1c28wbTNsZ0pzZ0hJemxQSFM4MEM4ck03UnNuVjJwUkhqMzdWNldwZXEzRmpPckt3a0ZiSy1mNFFhajBUYlJpaEE9PQ==
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Z0FBQUFBQm0wR3JndUFUb2dpN2M0LW5wNjRlUEI3c0ZVaXZ5LWhIQVlLYjhiclB1QjZkZHhURTJVckoyUE1RQWo1d3ZSYllvdkVGZ0JFOE4yVGRZZ0FURHR6RXBEbGtoZG5aSVNBMDZZMzA2MmxWZGRlSGllSkIwXzJ2WmY4Zkd3U1Q5SHVyMWVTNG9GTEVoU0gtdzJxYnJkdl8tQmZVYWdSZnlhOUY0Q3hKV0NhSF83bnZfemdnVFZfdjd0cUhwam9TbVpnRTlZMVJu
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yo by some chance is there a new link available? I cant access it
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r/militarystrategy
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comment
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r/MilitaryStrategy
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2024-05-01
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Z0FBQUFBQm0wR3JoR3ltWTJQTldlNGVob3V6RTFKbDFuNG5oWWRGMW0yM2FxLTFuTmZDQncxU1RRdExmdDA0VU5ETGQ2WEU4SlB4S09oaE15X2l0bUZaU2c5b0tKalZvdjhuMmUxdjdWMnU0ejNOeFg3a1NhVkU9
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Z0FBQUFBQm0wR3JnNldpbURkSnAtY0ZsQ0htRHpvbUt5VHZKX0pGMW9YWXlnWDU1WVp3Q2hnb0VkNDJjaTNVNnh3S3ZJUVZWRHNnWk9FdjNiMVlxaGlvY1lBdDVBNUpfaktETEtyQWpkcXM5SUxDUFBVMFpDbGZzaG9ob1F0NzBlZ3MwWm5md05aN0M5bGd0bjl0RmNjRnBzWWM5QnB5ZUVhc1M3d2MtNlJlNlZkQzViQ0E1dG1ua180VjJWNERJSXlWcnZoVGE1UHZtVm9aRXFlc1dVakVXSjZ4Rzc0SjQ4d1FGS2NlNy1CMjIyX2NjaERONXNDZz0=
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This is going to be essentially a rant.
Of course Rabbit R1 or Humane AI were gonna fail miserably, same as Apple Vision Pro (no matter how much they try to pay for people to look natural with that abomination) and whatever else
I know there are probably some business reasons behind it, but goddamn.
I don't want one more box to carry around, nor do I want to use a helmet.
Let my phone do the processing and all the heavy-lifting - it has the battery for it, and I'm already used to carrying it - and just have your devices be accessories. Small, light, accessories. Have them connect to my phone and just instruct it - instead of being a whole different device with another processor, another battery, etc.
Honestly, when I saw that Apple was going to create an AR glasses - and I'm not a fan of apple by all means, I've never even had an iPhone - what I pictured was a minimal glass, with small cameras that are even hard to see from a distance unless you're really looking for them. I imagined the glass would connect to the iPhone and come with a subscription-based AI app that you install on the iPhone and then the glass can send stuff directly to it.
Instead, Apple released this:
https://preview.redd.it/kt5wdx5mbtxc1.png?width=349&format=png&auto=webp&s=8987bd17cacdde9cb22bdc3278fe678098b9fc29
No way in hell I'm gonna carry this brick on my head everywhere.
Then the whole Humane AI fiasco and well.
Just stop, guys.
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r/artificial
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post
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r/artificial
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2024-05-01
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Z0FBQUFBQm0wR3JoNTMzaWZrTTB1aktUMERKNUgwLVA2elZpS0Z0VG9hY3plUlNlWDJabHdrbnI3Wk1xdzlxclljckJnZTRlS1dMQWNFeW0zY002RWd5czliMnhaUlNQbmc9PQ==
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Z0FBQUFBQm0wR3JneHdOeXlMdWk4dkc0eXdTUkdCc2FWbjJSZzZEYkl1dGVLTktwWlFhQ2ozQjhqdGprSGNtX2MxX2w2TzF2N1BlV25kREpidkpfU29TU3RwNnp3MUZwZGx1c0paMGJzY253dU0wU1lteFl4ckF2YWFZMS1ybVRfMDlIcEZRaGtkMjhra0tVYWxiZ2d6bEZ4MW5UZmc2SlNXdHRXZnp2UGhnNDdWNjlTUWpXTmFlZ3JyZlZXYmFVQ052bDlpeC1ZMGN6NW1qY0JxY0gyTTNsczJSMUU5MDJKUT09
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r/espionage
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post
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r/espionage
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2024-05-01
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Z0FBQUFBQm0wR3JoZFZiamh6RXVOMGVxTFdVSkhLWGhhb3oxTWFZcmQwM2o1TFVwcnFwUmE1Q2hfUUU0UXVFUmd6Q2NsZ0x1Vm80YWw4amlKOE4xUDUzYThqaGhWbjFrZmc9PQ==
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Z0FBQUFBQm0wR3JnWExmV0pQV01HMFkzMTVhYXM0dmJjMkl2LXJ5em1JWlAxTzFKeHVfVXF3SGNmVVBuMm9KWnVjaDNiUDVPVTd0b0Z5YXdCSlk2dzhRdXlMcUs0ZjhZZzFrZ1dXdDZabzJNQ2xQX0FzQWs5WGUtV0Z5c082cFk5VG54Y09YMUxVQ3QzOXdMeEdqdmZEbGpfdm5MaXRpZFRhbXY4NlBGMm5SWmRzeFJ5NHpKSUs5OWFFOEJObVBBMklZMHZocEFwUU16bDR3djhETDBHd2RkY3E2dE5nUVh0QT09
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title
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r/btc
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post
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r/btc
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2024-05-01
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Z0FBQUFBQm0wR3JoN0pZZHE0NThOM01YUlhzRU5VUUt1cTd6Y1hIUVNINmlvVWx0dzY1TEp1STRPd2Ztc1pJVVBHQkI2X25yWlFxZlpTZlBVR2VESjJRRFJlQ28tTmc3ZU9NVkN0bUhYelA0NkVNTzd2RnJKSnM9
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Z0FBQUFBQm0wR3JnSHVRZUNSZnRyTGhHdnI3MjhaVy1aOEp4SjA2SGp1NXYwcjVZQmlEX3RxaGRPNXNhbzV3MmZDbzdyY0FZWldac3VSNUVkRkd0amt6b2ozZUw2MUpDcDBtQVQ1LUx1MUdJRGh6OVhWSEZhTG01QXc2QVRxdlV2X0NsMTQ0SlQwdEVnOWtPWFNXR1pYWFF3djE2R2F3dHBPZUtfQkw3U053Y0pTeUVOdFNVR1hGSmkyRVNsMlFnQWJUYXVBYkZVOUNr
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r/cryptocurrency
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post
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r/CryptoCurrency
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2024-05-01
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Z0FBQUFBQm0wR3JoOHJjdmY4RHMzX1Zxc0pXUzJHRUtFcm51ZWRlVXlHYkZuOE1SMTFGUHdvakdzdXRBQnFfQ3JrMzRmUTJ6R3Ffdko4b1VDZTdCbTNmQ0gxRjRsNENFT3c9PQ==
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Z0FBQUFBQm0wR3JnMFU4XzQwamVIMWRtcjU0a281U0ZZUzRQXy03NkN0czA4Z0duRnAxeklQVGtOOHRYNVFRRUpIUFlzVGFYMm12aVNMLVk3REJXVnkyRTZDUmU4d3pZVzZnNmZkSnNmTHF2YWNIeW1ZRkdUUjR0U0t3ejJCNXdXUl92cVhOYjZjVHNmOXZCZDloYU9ZaDJIWEp1OHlvbExCZGNycjRlWmVYd250OEtVelMtWk9sSy1pWEFRdjFuSFVOcTFLVS1ndl9DaXdkdDRLV1hoYmYtNWxUQjJyQVlOdz09
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r/cryptocurrency
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post
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r/CryptoCurrency
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2024-05-01
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Z0FBQUFBQm0wR3JoalE3Y3F5YWdJajhOV21lYjh5a0ttMXVzaDFjZ1JVY2xFZWQ0U0ZtcTFjdjh5cHFxVzlhcnBWbi1nY2lJcnd3N3pmVlljMHgwWTJGNktycmZON1pKWkE9PQ==
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Z0FBQUFBQm0wR3JnMnhjYndxNXloa1JiYUtWMVlFRThNb2xkRHpEZFdZZDZqMTFuei1BbHVpaUJlTEhvY2FjdU0wR05WcDJTSG0xTmdhVXF2aUZPNk5KdXhvQVNOZTFPQzZXZ1RVMXhLbFNvMHRYWGk5Nzk1YW16NFE1aUdZQ1JSSzM5bVBFQ2JRSDhHdzBvakJxbG5DMG1WTUtmTmhyWVRkclJjcEg3UzhFbWloUHFNNEFpeWlQRzQ2VTdQellGUXZ2UHNSQ0dEajQwQXZPMkRBU2xySmgyOWhveWtGSzZEQT09
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r/ethtrader
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post
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r/ethtrader
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2024-05-01
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Z0FBQUFBQm0wR3JoSHd1c0NtX0RscEFSYktXT3VPRlNFc080c2Q2cjNTREY5aFU2ZHJEdTBpaGY4RXdaQ2pDSG1QMzZiUk9EMHc1M0R2eXFhX3ZkQUpZd0dyT1VpLWJvNEE9PQ==
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Z0FBQUFBQm0wR3Jnc1hpZFVxdjdVTjB0VWZELXk0aG9LaGg1RlRhYjRSSXFRUzJROWpwQVZkVU9WWEMyX2FnS1VXZkNsMWtRc1lLRFNCYl9BVGhwLVNDbV9GdVl1VFdTQ2k5RlZQSm9MX1Zta2JCZ2FGN3ZlUUFuWEhZS2tZc0poTDJRQVlHN3l3WWVnUmRHMS1BN3AtTlpZMENvWmJ0VzJuTnByOUVzOENya1V2Znc0VW1iNkRjPQ==
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https://www.reddit.com/r/eurovision/s/nKqMOhZzSP
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r/iama
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post
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r/IAmA
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2024-05-01
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Z0FBQUFBQm0wR3JoaVdjaFV3Z21nRU5CVXJGY2NNaTcwVnExS19rVmVUOUdfWVNlaG9XWm9ROVF0V3dNU1NJYkZCeVBhaTJwN3Y1T1ctMmxQWnpBZnZiT0lpQ04wZ2FEYUE9PQ==
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Z0FBQUFBQm0wR3JnbzJKOXA0MWhlNnNiajNVYlY0T2FtOE0zZXYzel94R2Raa3NaemVPUno5Sno3N3pXZzA3d1lPWEZraWx0SW43MUVUNGVfVUp2ZGNKN0RobTBiQW9uS0VmbUV3cF82WnU5NmJkbGpHQlJyeW5kb0tob0tYOGNRNEVSYkxlQlpvYWQ5ZWRZYnhzQ1BfV0MtNmpVczVTUlpLTnVMY0tIdnQzQ045ZE5oYWtFQ2sxV2ZleHVFaEhuakZ5WDh4aWcxZ21i
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> It will partially replace the nearby coal plant set to retire over the coming years, address the variability of solar power by pairing it with long-duration storage, and provide good-paying union jobs in a community that’s losing a key employer in the coal facility.
> The mammoth solar installation, which will cover about 4,500 acres across three sites, will be one of the first large-scale projects to use a long-duration iron-air battery from Form Energy.
https://www.canarymedia.com/articles/solar/minnesotas-biggest-solar-project-will-help-replace-a-huge-coal-plant
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r/energystorage
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post
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r/EnergyStorage
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2024-05-01
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Z0FBQUFBQm0wR3JobTQ3dlhTOFplZ2ZOZEJOMjNsaDVUTF9JaFNVbnVMZHNuUUNGZTZ0VW5abUFyRlpRd0dLckZTWDRuQmNFMm9jOG5BODdwd3VOcjhrQTQzMFhKSTFQM0E9PQ==
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Z0FBQUFBQm0wR3JnOTZ3d1lzWkhfRWJoalh3dTNiazc5R0ctdkRvWmZfRXpRMzFNQlo2RVcxaHFuT25EU2JOZkxTd3A2a0JfRzVUcUhTbVlvQnpKeVdCWVlkZEVabFNpNTF2bXVqeExjN3U4SGtscmloR1FPQzdzeXJnbW1EdW9GN2FUS1E4NzY2YzJ1UHVOWmtkTVdCbENLWjJtZVlKdENhbTFzbXd0eFlHRGFid1hGRVpzaHlqNWVCaGxodFVmREFPMzU1am9HelVaLUdTMGZ6eEs5T0c4aDdsVmRpQXhNZz09
|
You can't explicitly confront them for using chatgpt or any other AI tool, as they'll simply blame it on your inability to understand their arguement or an attempt to divert the main topic discussion, also it further reinforces their pseudo-intellectualism.
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r/chatgpt
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post
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r/ChatGPT
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2024-05-01
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Z0FBQUFBQm0wR3JoVlVrMmp4cE1pUDVoX1ZISER5eXRtV25uV0JmVEFCdWw1dXBCWEZoVjFRZldXRDZUZnlqSlBEdGpTQ3dKUVFrRDhMRUdDaHhCY0o0Wk84Z29ITVNQRWc9PQ==
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Z0FBQUFBQm0wR3JnbTFEbmtlbWMzRmpDUVNPWVZ3dzUydzFCVlNSS2ZTak1mZFo1ZnRjdWJ2bEYwdXBnRzVzM0dKZ25famN1S2UxdDVwVXpDTnVBb2kwV09mRjlBS2ZvZDBWN0NoNlNBZzJPTVRLa2RKVUZHWVc1TXNJVzQ2V090UG9udjhodS1EZnJUNEFMRksyczhMeUR1WXRleml4WWs4eHRicXFiemt1UHN2VmxHZWNLTkNOWWxxUHg4Q3R4eHIyUXJITW1JNU9z
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NOT FINANCIAL ADVICE
I would put here my TA chart, but it doesn't let me. However, we are currently in a local bottom, my expectation is that we have a breakout until Sep., the next resistence lvl I found it's around 7,027 ish. Just bought another 50bucks.
We won't see breakouts until the 8.9ish/9ish lvl imo. We'll most likely be at this lvls by early July, that's when we'll reach a major resistance from previous ATH and Hs
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r/filecoin
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comment
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r/filecoin
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2024-05-01
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Z0FBQUFBQm0wR3JoakF1d2RkQ2Y2Nmg3LTNRVjR2c2tnNzNEcExmbmt1S0djN2lkLTNsdENLYVJ5dFZUNUtrekhjbUJDOE95NnZRUldDSF9heFptS3lsMnVjc2ozZzhpV0JPWTV0aUN2Tk90Mi1LcTJnem5kdmc9
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Z0FBQUFBQm0wR3Jnb2lGeERlcW1qbkoyZnVrTEx2RlJqcEVXeF9nM0oycTlrTjJ4NVUteTg3UXRlbFYzTVJpejdPLTQ4MFYxTS1FRlhBekNVWEJYX3Z1dDI0WW00SG55MXRJV2R2V3pwSDVPblFpNnQ0bWZKUThMamNaQ2c2U29saGhYMnJRTHlDRFNxSGRsTVhXNDZheERsd0M3Wm1MQm1LV19nd3A3dEJYc3NlaWdwZ011MjRJPQ==
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r/technology
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post
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r/technology
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2024-05-01
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Z0FBQUFBQm0wR3JodlgtRDMySWZTUy1UdkpTR0xnemNqZkZwVEdiVEwtT3Y5b2d5aXo5VVVlY2xVaXR3Ylh6VVl5dWZBZFlBY24tdUppRlBGdFViZ2V5RWl6UlBKRkZHUGZENDBINkNPX0pMSmllVVh0RG5qeGc9
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Z0FBQUFBQm0wR3JnUHRXYklUeUJEV2YtWE14NFE0bzA3Wi1QQUVLb0gxU3FINDJGeEd5dE01amk0MHU2WW9Nd2xmcWNZN1dWNWJGZEtfMGxmeXdBdlprbWd0NFZZMFRmckdaeDA1WlVRYzJ5S01uTHNWQlRTb2tUc01mUVRaOEZwOTFaSGZzazFrTExTc3I5Z2NEZWY5Q1ZMTFpXY3RIRmI3U2w5U0FkVWphV3VfODJ5cjJzTzVLTTlHM1NsQ1kxNnp3dVlEckFqMGc1UHpFejV5cEV5MVZTYTJCRlhTYThMdz09
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I'm working on a Speaker Verification project wherein I'm exploring different techniques to verify the speaker via voice. The traditional approach is to extract the [MFCC](https://medium.com/@derutycsl/intuitive-understanding-of-mfccs-836d36a1f779), Filterbanks, and prosodic features. Now this method seems to be outdated as most of the research is focused on making use of pre-trained models like [Nvidia's TitaNet](https://huggingface.co/nvidia/speakerverification_en_titanet_large), [Microsoft's WavLM](https://huggingface.co/docs/transformers/en/model_doc/wavlm), SpeechBrain also a model for this. Now these pre-trained models give **Embeddings** as output which represent the speaker's voice regardless of what he said in the recording.
Now my doubt is what do these **Embeddings** represent? One of the architecture's makes use of MFCC's and later passes them to NN like LSTM to capture the pattern.
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r/deeplearning
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post
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r/deeplearning
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2024-05-01
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Z0FBQUFBQm0wR3JoRHk2YVdHS00ybDhRQ1hhQ1NVdVoyRkJ3LVJWZHRtNWoteC02MzFXV2J0UnNFYk9WdlpwWEpWVjRTM3BUbU9LRnhtY3hTUjQ5d0FYTkxxdGd2V2VBcWJNSjBQMjdPdkN6NGh0UW9kQXFJZ3M9
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Z0FBQUFBQm0wR3JnQkhBQ3p5SWllaU9vX0JOMG4wRWw3MHNsUEIza3ZrTFFLRkpzYnp2Xzg0bmRNTm9lTFEyTnpqR0hqN2N2LVo0N3JtWVN4anNZeHdNOTVXbkdqOG82V1h5VWtvS1huSFktN0dIbVliWUkyTVA5Y2dMc3lxdnhLbGU2eUlRYVlqYjRsZlZobGw5RDY5dXpSUHhyT2VuZkpDb0VyQWc0WUNycUFRczMwTGs2Mmp2MGctNGIxbWZQSktHalVQVDk0RGxLTi1CVnJ3R2ZiM0RfME1wTU04NUhmdz09
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The most prominent advantages of laser air defense over kinetic air defense are:
1. The cost of electricity needed to shoot a laser beam powerful enough to destroy a drone or missile is significantly cheaper than the cost of projectiles needed for a kinetic weapon to fill the air with enough lead to destroy a drone or missile (Typically, the interception cost of laser is <$5 per air target, while an anti-aircraft shell may cost >$1000 and requires multiple shells per interception to hit an air target).
2. Laser travels at literal speed of light and is unaffected by crosswind nor gravity, therefore laser is significantly more accurate than projectile at hitting moving air targets; Kinetic weapon, on the other hand, needs to constantly adjust its lead to compensate for the crosswind, gravity, and evasive pattern of its target to maximize the hit probability of its projectiles. However, projectile is always slower than laser, combined with the unguided nature of projectile means that it's very easy for projectiles to end up missing the target if the crosswind suddenly changes, or if their target's evasive pattern become too unpredictable.
Recently, more and more countries (at least, Western or West-aligned countries) have started adopting, or planning to adopt, laser air defense into their military.
US has already adopted both of Raytheon's [Stryker DE M-SHORAD (50kW)](https://prd-sc102-cdn.rtx.com/raytheon/-/media/ray/ris/what-we-do/advanced-tech/high-energy-lasers/2022-05/de_mshorad_ws2.jpg?rev=80efe540f8304b17a36beae88fcc0a6b&hash=CA2C67D3A169D158DF8CEF0C831C3B2C) and [laser buggy (15kW)](https://www.edrmagazine.eu/wp-content/uploads/2022/04/Raytheon-HELWS-NASAMS.jpg) for army's air defense, [LaWS (30kW)](https://upload.wikimedia.org/wikipedia/commons/thumb/0/02/Laser_Weapon_System_aboard_USS_Ponce_%28AFSB%28I%29-15%29_in_November_2014_%2805%29.JPG/640px-Laser_Weapon_System_aboard_USS_Ponce_%28AFSB%28I%29-15%29_in_November_2014_%2805%29.JPG) and [HELIOS (60kW)](https://www.reddit.com/media?url=https%3A%2F%2Fpreview.redd.it%2Fa-closer-view-of-the-helios-laser-aboard-uss-preble-ddg-88-v0-b7vbvvto4tca1.jpg%3Fwidth%3D1080%26crop%3Dsmart%26auto%3Dwebp%26s%3D8c9cd61a93c8c875d369715adcd29dfeb724a87d) for naval air defense.
UK has planned to adopt [DragonFire](https://bsmedia.business-standard.com/_media/bs/img/article/2024-03/15/full/1710501687-8007.jpg?im=FeatureCrop,size=(826,465)) laser weapon, which has recently passed all air defense tests, into both mobile and static air defense roles.
Rafael's [Iron Beam](https://media.licdn.com/dms/image/D4E12AQH7d0pm2sGfuQ/article-cover_image-shrink_600_2000/0/1700509648356?e=2147483647&v=beta&t=qmrI23XpJqB_dm-UkXJ9D10D_GDOja4-tChnFGcCNUE) laser system has already been adopted by Israel to compliment its Iron Dome missile system.
As more defense companies continue to make laser weapon more powerful and compact due to improvement in optical and energy storage technology, how likely will laser weapons completely replace kinetic weapons in air defense role within the next 50 years, making kinetic air defense obsolete in the future?
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r/credibledefense
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post
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r/CredibleDefense
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2024-05-01
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Z0FBQUFBQm0wR3JoY1hEMXM3TXdLS29MVi1Yc2libFJvbGx6SVU0TFdidlI4Sm1obFMyYThKUEZwOG9ibms0ZmFmamJxeG1ySUVwSURMcG1ILW9YZFJ6V2NqcGhJdUNQUmc9PQ==
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Z0FBQUFBQm0wR3JnNGpObHNGdHlUdzI3dEpsTXE0TVg4d3N5bEd0VjJKcjZXMk5odFVwM0hmMXpkdjBzWXVFX1d5UmVvUExNLV9xUTE1R3lEZUVFTFozVUVLQ0hjdEpBczV3aUZfUkthNm5COVpqQkdFZnc3OE5LYnJjdDIwVGVITHZuMVNPODNacUhLNmt0TmNnMUdQQlc0Zlk1Z0RnUFVKbXduRGhpQmUtek1ORGpzSWVzUG5fT0NlYTQwM1ZZcWNUVlFoWGJLQXdTdUllYUlFcHhXUkNtQjJiRjBYak5wQT09
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r/ethereum
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post
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r/ethereum
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2024-05-01
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Z0FBQUFBQm0wR3JoZUxSQmxQVGlieTFNSWRzYUxlN0ZPTi03Ukp2VFRKNHN2ejZqeU9uTXdwNVFYdmVyakYteWFNZHl6TUJNY2FWenFIVnpoT0RSVUtMdGdLWWtuV3p6MVE9PQ==
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Z0FBQUFBQm0wR3JncDZUWEYwelFvbEtRMUN0U2dRTlJ1ZEVXd2RJVVNVcERoZ0I4WDV2Y3paVzlTNUo0c1U5Y0JQMmtvWExVRGwtcGVkWHByal9QYTBWZ3ZCT050QnpIQjRoWVphdUVIZzhDRGVWc3VCOG13VUpHb1ZkRzhJeThPSnFlR2lMUlc3bXIwYkg4OVhqTVRfX1QxYW9aYm5kdVM5bkJYamJyNmo1REJjdUN2UGNmYmd0UUJTTldDVzRSNXpmYkp3RFU4UGEx
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r/news
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post
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r/news
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2024-05-01
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Z0FBQUFBQm0wR3JobFZJMXBseVVLYnBMc2ZmSHJBdFJVeGZySzJSbnFlcmt0cy1vVmQzcGZsX2p4MEp4b0lnOGZNUkZ5WW9nQWdmZHp6Vl9HcXlQeFhBRzYxQXhhNjV3VFE9PQ==
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Z0FBQUFBQm0wR3Jnb2hfazhONnRIeXJud3JqNXFRVzJrU3lZeWt2QXBYRThQWElYSVhiZlkxM0x4TDZrb09iMHo0NUJPdGg2eGhpUFpVSy1XLXAwVW10YlAtX3ZwZF9yUFVtZnBNWUVUUUtqY2QyQTFtWUFNSUtNb3prdUF1OXZXeW9fYWFnbG9aeGwxOGpJLVM0SllFdmg2WlBTYW1WWU9qN052NE9VRXhDbXNaMlZUdTBCaXRFVXZJNDhtSGV4aHdkRXhJOURLdXVL
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r/tech
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post
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r/tech
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2024-05-01
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Z0FBQUFBQm0wR3JobXNjSXFENkwtRkFUX2ZZQnVjMW0tbTQzZG9JSnhqbmcyMlBMNlNmM2lHa1hWVEVRelFKbjNXX2Zua1hCZ2didTVuR0JDdU1PNEtFVU9GNG51UG9TNlE9PQ==
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Z0FBQUFBQm0wR3JnQlZCQXhNLVhpX2s2UXJhQkpzMUthc1BRckl4WW5neUdYNXJxZm9WbXk4aXFXcXZ6R2tEOGZiYTRkckVjd0pnUTgyUU83WkFGQXRzd3dvZWpXTll3aElUbDVueGFBanJYbFVkREhUXzhuUkI4SktzMUhvRkV3SnFXS0VLWGJNTnhXZDY4UE5uQ3RFajNoWnFpTnNWOEVhZVNDbVRiaGItZzA4NGhrQ2daRmxBS2tSX1AwTEdIQkJBMGNPRmhkUVNm
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r/health
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post
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r/Health
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2024-05-01
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Z0FBQUFBQm0wR3JoWkpnYUNLdmpiOU53TG5BNXhBajA4Q182MnppRzZmM2htUEpUZlRWYTF1MGdMTFNSSnlJMFU2bWRvNW10NFpFcUJ1cmdxZlBWTHZwZ0I1UUsxZkY3UlE9PQ==
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Z0FBQUFBQm0wR3JndjVna0ZLRGNXUjJLYnRLVHRvRmFXTVBCT21iVUpBR1ZyU0lfUWFzUnlvZmJkYXV3Yk9PamlyS3IyRkdCMEFaMEo1QVFLUGlYN1I0RmllRkQ1VTBKeEMzNzNiTkNEbExwRFlXT2owUVR5ZnlaOTVwdGhnc2VUcmE5VWIwREFjWnc2VzFVV0VxZGRCX2ZwbXo2QU5iODFZV1dzUU5wTXI1TDYyZmQzTDdVaDBMYzNMM0RTVjUyLXpVOUNzMjdMMkdydFRQOWVMZG11djIzM3FTd0RTSHFwZz09
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r/technology
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post
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r/technology
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2024-05-01
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Z0FBQUFBQm0wR3JoQ3dlQzEyNWpISkdsRTlxVlFqS1hiUG9LdjE4ZVpSSWtWVll0TXBzTWJqeGRMSkpQYzFrOTVoWnQzY1FkWm1CRjk5SE1ORUgwblFVQ0tvQmZKbVhkMVE9PQ==
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Z0FBQUFBQm0wR3JnY2kwbWF2ejh6T0d4X1hIck1fUHhwamQwMU5YMUdxTFlSUTVTb0JHcmlhdFlxUUZQNUk5RHB1QWdJdWxnenlPRTd2N2Ntc05pX09PWjRMZFlhWGU5VmlfSEtoUW5JUVBMWXN0SjgzalJacU1mQVJxX2o2Z2NDbFE3RU9HT3haWElrNnFtSVduYTlIQnktWlk1bDd6R1E4UE4yR2xLWEJkMTUtM2UzZ1JuLVI4YjI1SzROQnlTUXlUTG5hRzN1VE5SbDNWa1ZBdm05bDg1N0g0RWdHaGp3Zz09
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r/opensourceai
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post
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r/OpenSourceAI
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2024-05-01
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Z0FBQUFBQm0wR3JoWmZEZi1USjROVFNtaXk4R001VkptY213R0pXbEVRSlBOM1l5QTN0Wi12SUE4Qm5veXJ5Zi1oZmxqR2FJbTBSWHRRaXdncWU1cjg1YkM4MVl5Q0hFbHc9PQ==
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Z0FBQUFBQm0wR3JnaGRwYmVQQndyRXRlN2U0ZUNsRDdzcXRqbVYwc3NsdUpGNlJoa3VpWnYzTDlIbTlaSDJMMGVjZXAtaHlBWFR5SGJFN3p0VWY0TVNkbGJVU2NBdmV2bGk2elp1VklTOW80NHgwQlZ5WWlfdlVwaUVSOXFGWXpuWF91UUNGVkZvUXF0aFAzYU5wdE9uOHh4MWhjMjJ2OWxVZWNlNU12RkM1ZWZ6NGF4M1V0aDk3LXZCMWVKNll1WV8zVjM1dElZQnRrRmxNLW9sOTFBUy1QZjZNdmtLdWtTdz09
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I threw a substantial amount of money into SGOV maybe two weeks ago. I was expecting an approximate payout of 5.38% of that amount, divided by 12. Instead, I received about $50 into my CASH position (something that I set up to do).
Is this because I wasn't invested for the whole month? Or, was I supposed to sell all shares yesterday, and repurchase them today when the dip occured?
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r/investing
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post
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r/investing
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2024-05-01
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Z0FBQUFBQm0wR3JoMno2TnY4MW8xNDlkWE9GekRQVnd2bGZBMXZsWHJZV2FlSnN6V3o0VjBZMHJILVY3ZW5mUGx4d0JFQWRUQTZMRkdHaVcxbm9ub0ZrcWZYaFhjNzNsSWhTdE1nX3BLbWF0aW1kSHlIYlJsZW89
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Z0FBQUFBQm0wR3JndDFkMThtQkFIZHdVWU1fLV9ndjEtODE0clhOdzkyMG5FME9MZXFtUW16NHdrZjVKcWp2c1pfY3I3Zk9YOW56V2llWkYtRThiSHhMbTEtaXppNTI0UFNfZGpPemVCc09zYXV2RTJieGdKLW4xSXZrWk5TbEhlY0Vod0RyS2pIaEJIUjBlSndqQlo3TmFldFBuWTMxQnAzZ2VVYnJnLXBsUkVEeWlfSkpTX2dGRmM4aVdjN0JDS0NYaXFoNGZwVGN1
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r/globaltalk
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post
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r/GlobalTalk
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2024-05-01
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Z0FBQUFBQm0wR3JoNzJyS0t5Mlp1SGxNdWVSbjJEUUYxc0FKQzAzU0lqUG02YkJUUmdvcWpSdVhIOWN5T0tZZngxdnZzNlhKVTZEZnBUSEZQeTN2RGlQc3dFOWxBY0RZelE9PQ==
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Z0FBQUFBQm0wR3JnS2tEb0ZFeWFYM0duSU5venV0MkMzY0tvZ2o5d3hpS1FWeTZhS1JSVEg2dzFPdHY2dEQyR0VpMnpSeVhqMnFoRkRmQWtlaGgxa1dzWDl1ZFZpZVozT0dKVjFFNjRFV08wZm0ycDlhQmxoMGd0V2ZpV2NvS0h2TnVBdXZwWVQzYzBxWHRxVVhzRFJEZ011RjFzVmxYSnBEaURMSVZPaHdaemxFem50dmVHRGNLUmoyb0JHQ0VvLV96LWM3eDl4QWxkMUdJTlVGMUFiTWZuZGt0a1I1VThqZz09
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I've used perplexity and find it awesome. Having a source to link to an answer is so critical for trust.
has anyone had success wtih the Perplexity API and it returning sources?
It says in the FAQ that it doesn't provide sources.
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r/gpt4
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post
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r/GPT4
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2024-05-01
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Z0FBQUFBQm0wR3JoODh2eTVZVjRuMUw5RFJtOXBsb3E3aVk1NHplMzZMYVgzeWtKb3FaWW9LYjJ3c3VhNTIzSDg1M29aWTZpN0RsalRnbzBPaXY0ZXJxMlhMcmg1VlgzNVE9PQ==
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Z0FBQUFBQm0wR3Jnd2UyWUhnTHQ1ZG1ubnNwWjdKSS15ZFdhVTZXYTJPRXYzZW1jQkJDTW8zaEhGbEsxTGRKS3FCZlhXQTZRTTFPR2ZpQjlWOFhqLU50VlEyUi1Ebi1Ld3ZGYko2N0R4YnhQMG41TGhrd3I5Q2lrMGt4UzFZZ3hZQy15Sk1nLU9lZTRjeUhyNVd6cjlTN2pyTWM2YWxpUlNKVnNpTG90RTFPa2RWdmwwbktnT1AwPQ==
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r/ethereum
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post
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r/ethereum
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2024-05-01
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Z0FBQUFBQm0wR3JoZFJYYzVFUFhqTjAxaVoySnUzbGJDY0RMRWxUZUpmTl9aUHVxRHdWbDQ5ZmVuS2NyczdGaVFuYXcyY2VzMEZBNWFiMEtrTWgyQTF2UG9wZGZSNFpnd1NvV2hzU0FRdW1jYUh2SmZUMllNc289
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Z0FBQUFBQm0wR3JnM1hNZzlKWEZCNzZuRW1WVlZCS2Zlc1V5UTAwTDRKWlBhczEzRVJweW5BQTNWSW9fdG5TWjBWM2w5OWN3VDhmSzhPOVB0OWNIdEU0ZndJbzY4ZUMzbmdUUEVsQWZYTFJlWFZpQ0pGcVRXUGtZTG95VjNyWnRlbFZGYjZ6aE5xb01tWXNOcTFVX3FjNVpvbnRoQnllWlBKT3BzUG1aZ0VycURydjV2QjBaOUxYcHdQdENnbmt4ZUlKUnpZTGZKdDc4YXJwTktoTnhxQXNkQm5YZ2xBRW02Zz09
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I've steadily been learning more and more about the crypto space, and after experimenting with BTC, ETH and memecoins and alts, I have to say the Solana apps and chains are easiest and fastest to work with.
so now I'm looking into staking solana, instead of just hodling BTC or alts, or gambling on memecoins.
It seems some places, you can stake, and withdraw yields while your SOL is staked, but others, you have to take it all out and end the stake. I've been unable to find good summaries of different SOL staking options out there - any you guys recommend?
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r/solana
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post
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r/solana
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2024-05-01
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Z0FBQUFBQm0wR3JoS29Rblg3TkJicENpMkJRVFo4TXdXQzB1MjN2a3JCQ2NoX0tMbVFmUVlpVzdNdTZoa3ROSlBYbFZodG10Y0dPcFIxSjBCRFVmaVNzX1U1ZG1ENHo4YkE9PQ==
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Z0FBQUFBQm0wR3JnaV9vUnFfbjc4eFpEVExodEZiTkZObTNaNF9rZy15UGxtZldXcXZ5bkFBLWxOYkUxT01HVVFxTDI3Z0lZcXNkZHFDM0ZjZXZvTEhrVmRybURqUmQ4RWdMMWRsTzBZeUo1MTBEb3NBN3I1dHgzcjFQYnZpQUlGbXR4b3JpZGdsVnBXck1pazh0YmkwTlNiUkk3T2ZXaWE1VVBaZlQwanI5SzdyeFk2VlNPZDNnPQ==
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Hello everyone. r/Tensorflow has been down for 9 months or so but it is back alive now. I hope we can grow this into a nice place to ask questions and get answers regarding implementation in Tensorflow. I was motivated to get this going by the strict and unforgiving nature of Stack Overflow. I'm hoping we can have a slightly more open and casual discussion environment here, while still having meaningful technical content.
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r/tensorflow
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post
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r/tensorflow
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2024-05-01
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Z0FBQUFBQm0wR3JoU1VXY0lKVnY1ZXZUSk1hbkplN2RwTndjYWZUTFZNU0tfWkFmQy1acVlDejNpTmdXMnY3UUd0eHZuNGRxYUtjREYycWdiMVhIRUctYXRMdXZKM3VOdkE9PQ==
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Z0FBQUFBQm0wR3JnSmZ1M2p5ajRlR0VGcTN6Vi1PdHgzWk1vaTdNMG1TbnhsOVFEb1M3OTZKWlBUa2hvRzhyeF8yV2tINk5zMVBtb3J5RTloSjRIdmQxelpmbWZBRWlpcHFyZldDT0FUZGQ5UUJsUGFIcFdaMy1XZmdxNzdmdmF1ZkFLUE96MDJJNU5zNFpDYzhxOFhFY2hWYnhqNVdncWZ4Umh2OUtEalZJX1ZxY3dUNm54NUhJPQ==
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Well…he releases “Hijacking Bitcoin” in early April, and points to direct Government corruption regarding “John Dillon” in chapter 12, highlights connections between the Bitcoin Core devs, Blockstream, and the Bilderberg Group in chapter 13…
…and by the end of the month he’s arrested in an outlandish way.
Coincidence? 🤔 I don’t think so.
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r/monero
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post
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r/Monero
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2024-05-01
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Z0FBQUFBQm0wR3JodjM3akxkeGpsNVRuVlZiN3B1WElTdlhrN012cDBXSUstYUVrZ0lXSDdRa1lCd0lWRHlKU2FvS18xdktOWTlkZlVZQVJsd3c4UUN3Z1NVWEpmRGVSV3htY1Utb3U2VElhakczVTB5YVZpdVU9
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Z0FBQUFBQm0wR3JneUFzN284YWhGOWZ4VEwxQzFXZDVPOU9HWkM5TUNSaXBPVU1ZS0JUNjJmMWxmclJ1eDVwQ1NnYkJDZnhKeXhUTjJwYk1mbzRIU0JQczhCUzZUN3VtdUx6SERJUmtvZ1Ixd1ZTLW94eEdTX1J2MURwYTg4ZE5hTU9lSDRINWxyM3BJUFNodnBBVllaTHJkUXVqTks1aW9RMWNVR1hFWlNhMFZpeDZnVzZIRlQwPQ==
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HODL lads
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r/filecoin
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comment
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r/filecoin
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2024-05-01
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Z0FBQUFBQm0wR3JoSlVKUFRmdkNTTnRnLU5qeGtwYzRDX3hvX09zcTZnZkpEd0hPa2g3SHpjaWxFcnFqY0xUN2c4eFgwLWRsbHUwa2gyQmJYdVl6QmZyNjZsX2tEdERvamc9PQ==
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Z0FBQUFBQm0wR3JnZG05ZkxINmdTUDN5aEZKck5nbXJmVGVVZjBhYzdUMVkzRmxWLW93bHpHa2dBc1ZFbERUZ3kzY2lscFhXVE5qcHU1S052SDFWY1BDOHNnQ1duOUxoZ0g3bkVDcXRCYW5QanViSXl1QnNyekpCNzNoaXpvNE44aXpJLUp5cUp2dVVKSUpsRWUyVDRhUW9GOVhWWF9EU1pzdVVob3JPY1BVa1U0enJJYW1rakJ3PQ==
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r/politics
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post
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r/politics
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2024-05-01
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Z0FBQUFBQm0wR3JoRW1QMGhUYnp2N0xvbEFTbGRacHMwV0Znb0NyUzFYbjVoc3J2VEg3UFFKanJINGszOVZpUFFLMlBWRHhyUmVsRHI3cl9tWkIwWF9VTExzb2ZzQTdNQXc9PQ==
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Z0FBQUFBQm0wR3JnMThMVm1odFBNREpGZVJPS19yUzlSb05yVnFFRkZoZlJlZ2puaDJJU3VyanlVUjVzRXBobDlWVWthY19iT1ZuUWJfSmt3M0dOZW9kT1FCTzF6a01Ka0VESDZ3M3c2ZkZFbURFMlE5UFBGWHU1YWduWHcyQWhLZXJmdkJjSXFPNl80RmdxMWdfby1GZFFOZGczeUpSWkl5WExfY1pIM0Iybk4zUmhGNkN6QTg1ckNpczVydkM5eE9iczVYeUJycmxLQXFjdW5HYUcxLXp2S0JDaXZPMU5xdz09
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OK so I have a bit of USDC & ETH on Tokensets still. I don't recall ever getting a seed to the wallet balance there - I know Tokensets is sort of decentralizing. Is the balance on [Tokensets.com](https://Tokensets.com) lost if I have no prior seed & never connected a wallet there or is there still some way to access those balances via Zerion or otherwise? TIA
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r/ethereum
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post
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r/ethereum
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2024-05-01
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Z0FBQUFBQm0wR3JoWkdOdkNxaVNMRXJtN2VIRjZnVzhaUENQQXJvUXJwWlBCczhkQXBvOE5SQWYyWXRMUmp1b0FiZ1I1bUxvS2lDa2JxbC1jcEpNVGJpbUota2NnVTFqV3c9PQ==
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Z0FBQUFBQm0wR3JnV2J5VHR6enFlT1BkZHE1eHZsejVib2hBSmZLbVZvaWNOdmVXS19UT1JsSGVOUURJVXR2VnVNa3ZuX0FRVWxYOW5JYkZsUUwzRXpMWlQ4a0JFdk9kS25NZUt5em1WZFVZVXZNOHR1QWJnZVZvbW9JRHBVblNlXy12R2Q0Q1FrczF6VDBHNE84ZU9Yc3VOREY1bXgwYlNfLUJBaGRUek93OVhfX3FFSTQtY1hzVjR4QWlWYVRacVdUTTJ6LTdmOEh0
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Does anyone happen to have a copy of a detailed agenda for this years CSTE conference? I'm waiting for my agency to pay my registration fee before I can access the agenda. Thanks!
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r/epidemiology
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post
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r/epidemiology
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2024-05-01
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Z0FBQUFBQm0wR3JoOHNfbWluVFRHdE9CeFk3QzkwemtxS3lTYW5rb2x0M0hNZTFjb3lwRHRPcEQzTDJCVGZDZWNxTHJZV1lpZEk4RnNJYjRvYkRXV1VoY0kyZjRKWHNtRDdreUJXclRvOFZWck5ubVZDUnlvMjQ9
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Z0FBQUFBQm0wR3JnaXlxbmh0WXczRUtRMkdoX2xJVUhQNXdKWVFLRVN0NVZzU0hEWWNvcnlkX2dzWXdscWZQMF9pQWlsekJUNEJ3VHNZdVZ4RkR4Ukh0a3hLT0VLM0sxVVYxdzIyOF9ZUHJ6cHlkRjhiMHpqTmlqaEtmT3Zudll3ZEhZbVRCZHlLUXN2akZpa1JieWg2aWtxaVJNN0RGdUJyT2pKaG5DNVNmNllaQWRlQmZ6ZjJNPQ==
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r/polkadot
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post
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r/Polkadot
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2024-05-01
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Z0FBQUFBQm0wR3JoZ2JYZzd6RW5BSjZ1dm5jalMtS0RrQkdYQVZYX0JQY1dUSUJlckx5dTlFa2wyQXRXdU1BQ2xNREtIWThpUzV3UU5fbnBzSlk2UUpXd0cxQ190d2wxanc9PQ==
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Z0FBQUFBQm0wR3JnLVI0Y1NGTHdyajh0NkRKZXFiMF9hNEUyVkF4LWRQU0hmelFJU2Y0NzdPZFA0QW9xSTV4TFFfSUFsdl9WaWF6Y3dmMm4tZ1NHeEEtSktLVWpIZkQ0Wlg4NUFncEZDek43NUZDeF9WOFpwVjhxWm0tejRoTFh5eFBIeTlPSnVrRVMxSUVTUmZMR0Q3Y3ZxSGdJNDh3TWdzRWpLMGRoWm5IdnF4U3owNncxTmRnNTNLRFFOZTNfRXRHMjV6TWpVSGJuUjJDLWt3elFGaXdIVl9Ic3BPdHByUT09
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r/technology
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post
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r/technology
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2024-05-01
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Z0FBQUFBQm0wR3JoQ3l3TTc5NTk2TGlveG1yUlNNcDQxcFNXY1JEZm56WmUwVFJidmtTS2EzVHhpNlNQUzZzNnMxYUJ5bTlDMm5xUDB4NHRGSThRTTZCbGNZdzNPR0xnLUE9PQ==
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Z0FBQUFBQm0wR3JnazVNSWRPRzVPNEJkbEVNa21LLWVlYUI5czZWUXRxSWJBdTBDVG9oU0diUkU2bEdDaFQycVZVQXFUVDR1Y29EU09rb0pOMTVmVlQwaV9Rek9RM1lNeXhuSFFkY2pVNmhJZ0FhbUpPbm9XZmJtRkJPWnRGVUMtcU1XVjBCeDlEMHlXRGxOTnIxa2F2UU8wdXEzWnNfZXFHS0FHb1o4RWRYNDltY3pTbE90aFNDWFhRaWJVVDh3TUNZc0txUFZ0UUthbEtGNE1jVzNMcVJoOVQwZE1ISS1uUT09
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r/econmonitor
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post
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r/econmonitor
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2024-05-01
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Z0FBQUFBQm0wR3JoMS1aZVNzZnVQeHpxaXRBVnlFbWR5d0c0RUh3Z2dwN3hMb21VNmgzRV9FMFhXam1yQWttcDZmaWF6Z2pVdjE1alJkX0t5NkpiYWF5MXB2eFEwMWpKcUE9PQ==
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Z0FBQUFBQm0wR3JnWFVFYVBBRzR4RXQtU3RmR2tiRjBTNEpQOHhEVWd4N3JnRFpqRkt1MDJWRFVkTWE0TW84U3BOazhhbUZwdFJZTEFYd3JZeFgzOWNOaG43LXpvN0txMExzMVVPcjNDQUtQT0dIN1NMX1hBcWRQSnpzQ2lDZzZGcWhRcE9nLXNnVExhSS1WOW12SjRTY0N6QzhsUjZqT21CdnFLcEpjaEU3cEg0aHdsZTBlUXlKemlBMS10M1l2YnNRMWFaY1laNXdWd1puMkhiMm9Md2hNQml6RXVHMzREUT09
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r/econmonitor
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post
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r/econmonitor
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2024-05-01
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Z0FBQUFBQm0wR3JoQ1VlcTlzWERlaHo2N1hjMGpRUXN4WF81Q0lNZG1tMmRRek1IaE4xWjBjMjEweFF1anlaQ1Q0YWNDT0dMbzZPUjZPVlgxUFY3bWhlZzVid240dWR3Zmc9PQ==
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Z0FBQUFBQm0wR3JnMXZlYWdSc3pJTV9pZnh6Y3diRk5vcHRuOFpxbExXNUFRcVVMLXBBZkJxbmZXLVhxUFJaazdtN0lnVE1jY19Yd3pIdmcwN0FIYUpwT3RZQUNGaWkxTm1ZVFJxbFZvVTc5VEVlOVhsX1NpdHUwckxSSi1aWEdIemZBNUM2MXVuS096aHBDNUxTNFRFX2Y0dmxBZ2tPdWNfMHc4NjE5S2ctaFZKa01ISjNXWk9MbDBkcmlFSGp6bmhLMVpGN25mdWNFTTB1dzJ2SnJPLXk3MF9nZFdZdkRXUT09
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r/finance
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post
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r/finance
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2024-05-01
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Z0FBQUFBQm0wR3JoZ24zbmZYX0hkUS1icjBtNWFHSTJld051OEFjbmNISURfdlYwWGRZaEFIeXY5S3ZwWmdEWnNZcHp0STZsaXpkaHVuYVJLN0NtU1ZJUENqc2RCb01kb2c9PQ==
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Z0FBQUFBQm0wR3JnYWVhLXhqYmFOTTFHaWZrVEtzNllaMEQzbkJCVjFRaXRPc3NyUlNNT3VIclZFWFk3TmgwN1Q3RXUtVlZObmk1Uld2N2NoSU5ESkYycEhweUd0YWJ3SmlxNWVSUWlfT2xPY010VjM5eG9TaXdXTTFkTE5GSUtjbkhxaXFUU19GUDNjbHFIZFlqR2xpYXd0X0R6U0h4NTBSUUJXTG5SVjhoSEFWblBtS2tYcXJNQm9ZMUtKaUQ3SWg3blRNd2JjdW5BWFVaWklvczV6TUwwWGh1ZzNTRHQyQT09
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r/cryptomarkets
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post
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r/CryptoMarkets
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2024-05-01
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Z0FBQUFBQm0wR3JoaE15OXlFNWxJQlRQVEl2T0lVcG0xRTEteEhvZkRrN1E4T29LNW5iR1hseHNmSDAtRzk3OGFmbWpNVXphN0VqQndoUFRrc1RoaVRnMGd4d2lqVzZuenc9PQ==
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Z0FBQUFBQm0wR3Jnd0lfdXpmaUt2R3VlOWtFQlM1VUtodTF6QVBQUTUxUGtlT2VSS2ZSZDFSMWlndUVNUFFUR2VDS3hYaDI3Z0FvaHI2MFdNZXlYMThGc2I1LTRWX0NOVVV6ckR5OTAyRkh3TDh3YjZQR0hXRGlhd253SlJER2FwSkszSkJ1RWVweXFrVk1PX21IRjk1bnQ3anpfM2dLZ2dqVERjNmVCdUtmRkszMUR0ZFpZYWtIREJVR3RvVG9nVUdqTUZyWmF1SXRqXzNHeFpnalQ5OG5udVViRmtJc0JSUT09
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r/economics
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post
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r/Economics
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2024-05-01
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Z0FBQUFBQm0wR3JoTGhvc2pvdUJ6RVFVOHNHU3NlcE9yS3lseVlHVnVkZzZSREs4SldtU3JCZkZuU3Qyck9jNjUyMjBTX1FReUg4bWNieDhIOU5VVVhBT05Hd3RtaE5JRGc9PQ==
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Z0FBQUFBQm0wR3JnOWZjNERtUGFkNmlrWk5tNk1jakRuVFlUWWxadm0wVnpmZnVWQU01YnhFRks1NkwxSjZEQzRVZ1Q2ai1kWlZwbjR4ZTVzX2Q2ci1PXy1HbFJldE5FMHI2cU04NGZkVnZuR2Iza24yRGkycWUybkNtYVlNanZLc0FYUTRHaXBqR1NhcXBEem9NQjRQVzJ5UTFCUDFFM3QyZmNaRnBMcjBVaFQ5YmhIeXhRU25mWnBzLTdvUVVMMnJ6aTRyZXlsV3RZUmE5dFB0RkNyUlR6TUhHLWYzZ1FDUT09
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r/solana
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post
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r/solana
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2024-05-01
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Z0FBQUFBQm0wR3JobDVZR2lKazgxM3hFQVZUQnExSzJMSW1ERzJoWXBDZ0JDbUlEbXBkY0R2aVcxOVZ5S2gxV1lzNEtiQWRmWlpuSUZ2LVBXZXlhTlNGd3ZjRFFRYjVCVHc9PQ==
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Z0FBQUFBQm0wR3JnUTFQSXk5eEozWlUxYXVMckJ0bVhESEtwb09mb0htMXYyRUsxMXRzZV9LWEFOZlRMRFZjQVVQUGdUTE5yZFpOV3E3SjlfQnQ1UEo3a0dZb3B1aElHUzJOVXU0STdxb0JmQ01QblB1RDRnbXVMTU1TaE1sdEhYcEFtRWtuX0tOTk1pWDNHOUNpZkNfUVBYZHJWVVZKQTV4UjNfY2M0dTFFaml0bFpFdkVvcklGNkM1dmhEQzl3RFZLeGszWFUxdVV2
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r/chatgpt
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post
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r/ChatGPT
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2024-05-01
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Z0FBQUFBQm0wR3JoTDhibVdHSkl3T09jUDR1VW9vRVEtR0RqVzdiZEtvc1B0YUpfaVZBUG85eHBDejM1QVdxTG9GWW9GNUl0bHRERVFHV0h4ZVdoQ0t2bmZwQmNsY1BiRWc9PQ==
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Z0FBQUFBQm0wR3JnTml2akR4eDdYX0tfSWlLazVsamFqYnk1WF9tTFZHMVFvbTlfbng0ZEZ3MmlIemJZdk1iZWYyZDJQMW5VM2RRc1dJNHBPQktnaWRGam1LX3dUUjd3RWRLUGZVTURKNERvSUhlX3FUVE9RT1BieWZLNExpc2VpSVl4MG5RcFVlOEtVbkFiS1p3d2swTWhTc3RoX2RlN093PT0=
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https://www.reddit.com/r/theconfessionals/comments/1chpb8b/hey\_guys\_im\_the\_real\_tony\_merkel\_here\_for\_you\_to/
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r/iama
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post
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r/IAmA
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2024-05-01
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Z0FBQUFBQm0wR3JoLWgybFBzeFVIX0NPMld2T0Z2VW84b19LdWxiSzk3SWVjaWQzYjJXeTdVYzhielNQZGpodWRPanUteHZ5dTV0TTRhMFZxU3NjRkxuTWJsZDRzUHE3YXc9PQ==
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Z0FBQUFBQm0wR3JnMTVFV0FBZEY3LWtIaEtJUFUzamo1MzFDVVE3VndVZUZNWV96dmtNUkk2aVpuMk9xd2Y3TzVvUjhLVUZUaWpwaWxzNXlTQXh2NWxMbG01MFViZDlwWVhHRWloYjNnclBObzF4TldFU09fa19FOVA5Wm81V0pXd29kSUFYZ0hVYmE2Z2Y3RU9lMkNqdGQ4UnJpRWdQbVM5WFBmZlVoVFhWcXV6TzJDRnl2eHJ1c0lDMUo0eURUYTRCVTI4WnNsRnc4
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r/technology
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post
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r/technology
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2024-05-01
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Z0FBQUFBQm0wR3JoZmRMUDFSXy14a1Ezb3pVRlZSdkhrR21DZ2M4dTlPWk4tUTVheThvdll3N1V1a2Y4dDRPbmw0aE8xS3JZR3otVzNnTUE4QkVtd1BrSEpHSFJ5Q2V3YUE9PQ==
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Z0FBQUFBQm0wR3JnamhGblJJblp6MTZXU0RBZm80LXVVaU5FaUdtb05CY3JLZFliWnNFOUdON295eWF0VWtDMzRiemY0dy16eUxKLUs0UUZzek01VGdaWDVQSnJtWEZUeTN6TFdNd3k2ZVNxVWkxT0h4RTA1ZUZna3RxZXVFbnJUTzRMajB5bkZxb0JGSXVtWVdydUl0Ml9EZHBVNndkdnk1TzVOU3NCRktqbjJJWmpyN1dYV1NXc3lzd3p1TWRsdFVSeTdtU2ZTX0dFWUJsdmZ3emhENTlyeUZlb2NLemJ0UT09
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r/filecoin
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post
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r/filecoin
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2024-05-01
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Z0FBQUFBQm0wR3JobFNJZGEtVDlrbE1YaHpNMzQ4ajBHOEpjbTFxc1dTZmtlSXhTTTRCeDFIMERxTnRMSlZ2ZUM4ODVabTd1N1QydzRPRXBKdV9DQ3p1alVUREhGRzduX3c9PQ==
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Z0FBQUFBQm0wR3JnazN0bHExUG93YVItRnZzbDZXWGtiYWN5djlndXJZXzlZbHd1Mlp0T3RZZ2JDZ1lhQTB6RXg4clJmeGxONndGbkFBdHFjUnhWRTY0ZV8yaXd4ZGd1ZnRuTUp1TFpZUC0zSHdkUnB4NldITHR1WDViTkhieVBWZ3RadFlXd3NENEpiMEJQbmJIaWo0LVVKTGRCRDRERm1EVHNJMFBSSnJpa0FsRnhvNnJiWU1sWEdWYmlvS3U3Z1N1OUIwQXZPa1lQR09yMlBDQ1Z3aDNpV1JBNVQtQklNQT09
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This is Bitcoin being classic Bitcoin.
We always see these big dips, even during a bullrun. And after steep volatile rallies, you get equally volatile corrections.
It would have been really weird if after the 166% rally we just had, it would only do a 16% correction to somewhere above $60K.
https://preview.redd.it/ypivgrkh9uxc1.jpg?width=1122&format=pjpg&auto=webp&s=2aa8563dfb8e7c0813d92fedd91ce2fc02ebca0f
A correction closer to 30%, taking us to the low $50Ks, to maybe as much as the high $40Ks, seems like the most typical scenario here, and in line with what this market usually does.
Even in a best case scenario, you're looking at at least a 20%-25% correction, and testing something higher in the $50Ks. If you believe the market is too bullish to drop that much lower.
In a market this volatile, not many large traders are gonna settle for just 16%. They may not even settle for 20%.
They want to start accumulating at the volatility level they are betting on in this market.
# Worried about this dip?
If anything, the OGs and old timers are a bit relieved about this dip.
It really proves once again that everything is playing out like clockwork for the time being. We got the usual correction after a rally, and even the cycles and post halving dip playing out like clockwork. This market is still predictable enough and not doing anything too weird, so we don't have to worry about "this time it's different" just yet.
This is yet another opportunity for whales to steal candy from a child, and take money from panicking hands as we drop into the $50Ks, from people for which this is likely their first rodeo, and may legit think that this is the final drop into a long bear market, and this first pre-halving rally was the final fomo mania run lol. Yes, I kid you not, there are actually people who believe that right now.
Just look at the graph of the 2017 bullrun. This is just the first of these big rallies and corrections.
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r/cryptocurrency
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post
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r/CryptoCurrency
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2024-05-01
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Z0FBQUFBQm0wR3Joa1NiUzBZX2VEazlqQUo3VkpycFpUM2sxdktuVVd2Szg5a003cWd0WUtBZmtCSzJmNjgtQ0g0aGtWWFZ4Mmp2YWs0c0J5OFR0SzhwM0RCSy1lSzJtVk80a002TWdwbEFyVXV1dHJJLUQxWlE9
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Z0FBQUFBQm0wR3JnRktOdzdOQWFJYmVsWTQxREp5SzZQNF9qdFRyZURhc1ExN2kyVmdrSHo3SldpLW5teE1ORjc1SHJmWEpfQk9Nbl9GSExyY25aV2lIUkNHVG9PTnRzak5tSnprWlJ2c2cwMW5pdkM5NGdhbExMbTg4VVRfd3RaRW1LS2VkRFNOUWpFNTVCY2c2T2NpRHEzREI2bDc1V0YzQTAwQXZqbGJpbTBadnh6WGpYNGpLc094ZjlvZER6TDhDdzFSOGI4SEkyNmsxSmtTTjhFam94Nndvd0duYzM1QT09
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Please if anybody knows the answer to my question that I asked in stackoverflow, it would be really helpful. Here is the link: [Why Pytorch is much slower than Python dictionary? - Stack Overflow](https://stackoverflow.com/questions/78394039/why-pytorch-is-much-slower-than-python-dictionary)
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r/pytorch
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post
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r/pytorch
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2024-05-01
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Z0FBQUFBQm0wR3JoTFp1WjRzeEctQ3dKX28zWW80bFZNamx6Z2Q3VG1MTnV4T1lMbzEteXZhMl8yVGVBMjZOUVdzZXZwSU1VT0pRRUZXN0lyX2NxMVVFbTJtaFp0TTBHT2t1UjduYTVab1NWS292dWIwcjJ5TE09
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Z0FBQUFBQm0wR3JnZWVscm1GV3prdjhja3VMbjRncmlQQ3BHWFRLbWd6amlSQVlabFdBeEJIeTZxMElQaXg0NlVCY0R1bWE1S082YnhEN3F4Qzh6WUoyNTFtNjZxcVpWbHlGNnJ4RXJZZGo3M252M3E1Q1E2UE5RcVN1QlFIdHF5RWlsc3V0SDMwSm4yaGJMWTFNa0Q2QUY2Z0o5bkFfNDJIQW9iNVd2bDVOMkJIRXVOQkdSNDdwQ2JvSGM1dXBjdXhLX3phUHoyZW5DbHFoZU5kdi1BY1FhaHZFV084OEstUT09
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There is a referendum open to reduce the current inflation by half in OpenGov opened by none other than Giotto DF. I am personally not a big fan of this guy. Should this ref pass, it will also reduce the staking rewards in half. I am not against reducing inflation and the staking rewards, but, I think we should wait until Agile Coretime is launched to determine its effects before doing something this drastic. Regardless of what I think, make your vote count here: [https://polkadot.polkassembly.io/referenda/706](https://polkadot.polkassembly.io/referenda/706)
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r/polkadot
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post
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r/Polkadot
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2024-05-01
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Z0FBQUFBQm0wR3JodUxCWGlxRlpCNXV0QlRiZ2N5UTA0djVMTmlvVUJ0TElLNjQ0Y0RjZnBmZF9LWnk4a012Q09ESW5zU0dGZzlzSlk1S3hTSnVyenBFb0dlTjlSS29oRV9qRzNtR1hudlQ0RHMtdEUzR1dZNmc9
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Z0FBQUFBQm0wR3JnVDEtWkpma3RSeTU5LXhISlYxN0ZqYndObHgyZ0lyUnllRUprLVE4MkxvUVU1WGQ0eVZscWk2TS1iZHpBZTNEUmFtTHVxcklORGVHVE5GWmpPV0J2M1c1bk5JMW9rRk9UOU1iNG9xN0RiandMWGFMMDQyOGN2dzUzQ2Y0aEkzNnhac3JBam54OXBGX0xHSkhuRTNhWi13YmdJS1BSSkxjb2Q4OTZ6X3VjWVVzRGVlRGxyd25VZVBQUDIxak1Fa2d0Z0JGVlJXY2xITEpxUXQ3TnJqYlpGdz09
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When I say "starvation ", I mean it in the literal sense, not just hunger. If it is in fact intentional, I would suppose it is a punitive starvation targeted at certain groups, right?
Source that highlights North Korea's food shortages: https://www.sciencedirect.com/science/article/pii/S2667111522000263
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r/neutralpolitics
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post
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r/NeutralPolitics
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2024-05-01
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Z0FBQUFBQm0wR3JoUWEzRk4wVkp3ZHNEWWRzUDY3U2dPTUY4NFF1Wno4UGhzODRxMThDZFVucGlNeVl6eDFnM2R1M0xnUnNjRE1mOFo1Q3ZMZlJiM2pTSWhfcjl5Y3VQM3c9PQ==
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Z0FBQUFBQm0wR3JnVVRkakFBQ1FpNE1DSTBReVI1UmQxTHJhLUNXSDJJVGZibDFFOWptaEJqbDB1V0QyeG1aR3JzSUFvc19qVHZRTjhkWU15ZmpNUW1pbmlyOUFhM2NyRnRDLXo1a1QxcThIQlE2cEhZNmVFNDFQNVNzdVdBYUpsMEhiVkxDOFNOWUMya1VLX01LWG9rMTVFcXUwUDJrN3BhXzZGRzJEZGxPWkFLOUpkNUJCdmdMZnRxV1JWQTR0SWVyUXdsUUc1Z3RrTW1iWkJSdVUycjNweHcyLU9ISzR1Zz09
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r/climateactionplan
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post
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r/ClimateActionPlan
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2024-05-01
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Z0FBQUFBQm0wR3JoTF8zc1EyVUgzaFRuS2ZjTXFyaG5jendHRHVHYlAyZGI2SDNveFIyTnlScTlfMzI5S0ZnekpRcU40RHdWMnkxcUVhblp5V2tuZlYxU2VoRjVJbDlQYXc9PQ==
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Z0FBQUFBQm0wR3Jndi14VjJoeEIwNHR3c21YYVB2UGNyYVg2alUzMTZfd2ZiZldadHMxY1pHV1RSNlNPMzVJN3dEQmR6ZHUxbG9lbk5yR09PMkRBWFZiaHVFb1F1Y29peXpUTjdsUUtyaHpQRWhjUjNtZWp4Zy1nbkpUN25CQmJrWjZmMm5xdHVrMmtBWW0xdTBHM3hfcWVYSE0zZ3IyNVBkRlYwd0ppVTBUNEZ2ZVU1T0xpeTZpZEEtZ2t2d3RneXh1QXpLT1VCa3pQcVhBRVBTMmZ3NDhLLTE4SGxjQnhZQT09
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Can't post images, but the chart right now looks exactly like the first post-halving top in 2021. The 2nd top happened around October before the 80% crash, but the 2nd top was higher.
I think this is the break down of Bitcoin.
Once people realize that it's going to break all support levels it will set a new lower low during the crypto winter. And it's possible this crypto winter will be much longer and last until the next halving - starting last month.
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r/bitcoinmarkets
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post
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r/BitcoinMarkets
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2024-05-01
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Z0FBQUFBQm0wR3JoOXJhRTJoSDZfM0JuSDhlS0VoMEs3bUMtZHJ0UmctY1lweHZwSE9nZ2FDY1dNSWNxc2V1eEo0OC1YbWhPdFliTHhjT0hMbFRkbjd1T2g3U2NlU0oxZ3c9PQ==
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Z0FBQUFBQm0wR3JnMGEzRVFBaER4SEZCODIxd2xFNFZmUDNvcmtXZ3dZM2I3eXRETmppb2NYQXBrV3JRcE5fS2g3RjN4cWtKQ1FDM2d4MTBxRDh0TVBSbUljb0xJblZWTDZ6R3dzMlVDRjZuQURXcU1fYTNIbGgwT3hkTHNTVzE1QUFwcWU4M2xuUlJQZF9DQW9OeW9fTWFSUG5xZVlCbXhDSTA2NEFsZ2RPeHFRU0VwZnFhUTJfODRsVTJiNTZrRFNuSm5vb0NvQTFZ
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r/artificial
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post
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r/artificial
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2024-05-01
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Z0FBQUFBQm0wR3JoNVlTUzF0LWIxVWxuRHhUOUdRMTY3aEtSZVl2YUtCSGhPekp0ZkpoSlQ1WGdDOUVCVDhLSXNvXzBfeExmeUYyeDB6eFk4c3JRblNXSXBOWUlzYVBQUVE9PQ==
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Z0FBQUFBQm0wR3JnZUwwSHBPS2ZCdmtCZG5TemxUS2hZVmFmVV8zLWRmQ2JNVTNtTF9aY2sweHQ1TjRjR3cyRmVDVXVEeTB0Q2lKUnB6QkZCWFNBQVdsSnF4cFJNaTZxMEJOb3A0dEVtckpjcmlnQVJrcUd6a0RxTHQ4MjQtMjBGM25TVmZYN0l1TlE2VDdoRld4S2JNbkdrVTV0UnN4YmJmd0ViQ2Z2bTdnTGdtYmM0VHBNWDg1ZXpsQ3U1ZWx3a0QwcnEyOGdoTWVqYlMwSldzOGNUaTdzbVNDNmU0N19XUT09
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r/news
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post
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r/news
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2024-05-01
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Z0FBQUFBQm0wR3JoSTJkbEt5T2lRSmpZOHFlZDUzZ1ZoX2dBUGRnSnpVcUxqM0JIcWlycnRhWElLeC1IRC1vbkZNLTEwTGVWOTN5aGVJSzkzSm1YQ0tlb2VnTWprcWZrVkE9PQ==
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Z0FBQUFBQm0wR3JnX0drZVdjNllKMFR1ZzZQTmVpOHFvcE9ZdkpyTWdxLXJuTVdzN3NoMkwyZzd4NDdpRUJVRzJyRWUzREx6N2RNR2loS1k1cTlnT1duTFpSZVdOdU41TzNqUXBLR0VCU1c2T3dWOHNwWjh6MFYxSXBmMlVFVGlSZzd2ZHBYT0w3VFZOT1FveU1DYk1MSGxJV01hNlY3NW9SQVdmQmZod25kdllZV3hpSGlzV3hNX05LbXFPZzR5TUVpUXI0ek5BV2x3
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**Paper**: [https://arxiv.org/abs/2404.19756](https://arxiv.org/abs/2404.19756)
**Code**: [https://github.com/KindXiaoming/pykan](https://github.com/KindXiaoming/pykan)
**Quick intro**: [https://kindxiaoming.github.io/pykan/intro.html](https://kindxiaoming.github.io/pykan/intro.html)
**Documentation**: [https://kindxiaoming.github.io/pykan/](https://kindxiaoming.github.io/pykan/)
**Abstract**:
>Inspired by the Kolmogorov-Arnold representation theorem, we propose **Kolmogorov-Arnold Networks** (**KANs**) as promising alternatives to Multi-Layer Perceptrons (MLPs). While MLPs have *fixed* activation functions on *nodes* ("neurons"), KANs have *learnable* activation functions on *edges* ("weights"). KANs have no linear weights at all -- every weight parameter is replaced by a univariate function parametrized as a spline. We show that this seemingly simple change makes KANs outperform MLPs in terms of accuracy and interpretability. For accuracy, much smaller KANs can achieve comparable or better accuracy than much larger MLPs in data fitting and PDE solving. Theoretically and empirically, KANs possess faster neural scaling laws than MLPs. For interpretability, KANs can be intuitively visualized and can easily interact with human users. Through two examples in mathematics and physics, KANs are shown to be useful collaborators helping scientists (re)discover mathematical and physical laws. In summary, KANs are promising alternatives for MLPs, opening opportunities for further improving today's deep learning models which rely heavily on MLPs.
https://preview.redd.it/r7vjmp31juxc1.png?width=2326&format=png&auto=webp&s=a2c722cf733510194659b9aaec24269a7f9e5d47
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r/machinelearning
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post
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r/MachineLearning
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2024-05-01
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Z0FBQUFBQm0wR3JoQ1l6cHhnd3Q1dmhZNnNicUpBTUhlVXhLcFZ2S0xwMVRqZWZJY3kzZVAxZElxTWtDZUVWUUF6THNyakZacV9sRjZjQ3VNSW45RS1qa0xyUW9JblU4YlE9PQ==
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Z0FBQUFBQm0wR3JnYjdOQnRVXzFVQ25jXzdDT1NhSTUtOTV5NlBrY2o1S05McTdaYnZUeHp6UlBVM0NvVk5iekFrSkQxSzdReDJ3MjVsSVd4Z1c2d00zc0VQUXRnYmhYVWhBamgzYnRGZGpVU01NZzRuTk5neEJJSWZteDExTHp4M3VQTzNoRGo5Z3dxU1pLUElJMXFNOXdoeklfZXVtRm56ZHptV0lVTmlMNzlpMjVHY25xYmoyUThrWWoyZHA2Vlh2WFZrVm1vUW9w
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r/bitcoincash
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post
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r/Bitcoincash
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2024-05-01
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Z0FBQUFBQm0wR3JoTk14cTBneFFnRWZkLVFTRWZxWmtxRmd4dGo3ekp1UW9FNXhDaTNfSEVuZjQ0bTRRZjVHR0wtdldNb0s1OHB5UnNjTXVTa1hWb2h4c3BwdHd0Q0pXRGc9PQ==
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Z0FBQUFBQm0wR3Jna1VMUkVYMnpJLUN0ZXRiQkZGY091THlJaGU1YWZKUWpFOGYxeE9Od25oSVBoTG10b21nTEp0SUlGR2tOalE3di1HeU9nS3pHN2xHSkwweXFZYTh3cDBpWndUVkJfcnY5N1dJaWswZ2FEN0dQQXl6aXRnS2d5LWVBZVFOZFU2VG5PR1pQQk9sb1lOcE5rQ0FOMXRiYWRJclVSNzVlSV9zZHJNY0JMZlZscEhmYjJxWUlROUg0ZlZuQ0pjMjVXODhP
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r/btc
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post
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r/btc
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2024-05-01
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Z0FBQUFBQm0wR3JoNzE0b3I1c0c2SEpfVkRHNVBET3h4cVE0OWtCSDRIcTN5eVFBemY5T0NZLXZjbFV0N1FmbG1sd1FxUUhSVUhrX3NSaGVrWkJmY2QzbnZFMThlbWZYMWc9PQ==
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Z0FBQUFBQm0wR3JnSzBoeHF6dlFWZGNNVGhaRDlvUzZfWE8tSzB0ekwzOE1URlNDcHFNd3lwNWg5MkZxdjZteDhKVlF3Z0RKZ3ZRMC1RZWFBRjNyaWNaTkVLSXl2aU9lY2g3OUZhOC1QNFB3enlGbmhfakF3bU4wTWpPV1lmUUJfTEw5S0JfSkttS1ZHM2l1M1dzcFFlclZnOUQ5ZTBldnROejBiZ3I3OHdkZmx2X1JmYldQZXdBUGxFeVZ6WlNSMndUSzNQcGloRzMy
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1) Premine 100 trillion tokens
2) Sell one to yourself for $1
3) You now owe the IRS full Expatriation taxes on 100 trillion dollars ($1 per token for 100 trillion premined tokens) despite having $1 total ever traded for your tokens. So you owe them $20-$40 trillion dollars...
Sounds like a joke, but they just arrested Roger Ver for this type of event.
This is how BTC marketcap is over 1 trillion, despite Tether for every crypto only being 100 Billion.
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r/btc
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post
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r/btc
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2024-05-01
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Z0FBQUFBQm0wR3JoV2RONURUbGVWV0FtOVVvZkJXUHU1eXBOX2VPdHFIMXo5ZXRmcmZxMUhiTzYxY2Y4V2tnVHJiLURRRHNiQlJzeDkybWRYMC1rSzdEZmlybmlkaTdLZkE9PQ==
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Z0FBQUFBQm0wR3JnWmNUa004ckVOcTVXWXRrQzNFZE1SajhIeWNDalMzc3RMck5KdHpqZkpEZHRUNHRlVnZ4TUdoa19pZjY1NUFqWTBMQjFRQ084SWl3NUpHa3M1b3NOZGNPdmNhRXZMUWdadjVvQldwSXdjaHl5dXc3Y1A5N2dfQ1pxSGRjWTJBZXpldVdrc29xY21xRl9lR0ljWU51dGp5Yl9GWndpY0wtWWJOOWVBMXYtRUR5MF9fdEx0cUpyTi1pbE96UklBc3ZV
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My computer isn't powerful 😔
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r/deeplearning
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post
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r/deeplearning
|
2024-05-01
|
Z0FBQUFBQm0wR3Jod0hCMmE4Rl8yOTNCS0xxamxlWG9nRXJwemZ4ZWllTTh5Q3dDcms1b3pKbHgtQUhUN1ctYnBEWUVGREUwOEh2dGFhMmUwVEpaMldWdzVmMGdzdXpnQmsyc2NQNzVXY01lZkI1VkpmLXZWS1U9
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Z0FBQUFBQm0wR3JnckV4VmhNdHdIQy04M25wUVc0dlZFcWZ1Q0dzOGozblNVeVYwRDhESUROTnhaN1VNMk1XUUt1S3RTVHRGUWMzcHdUemNTbXNuVUI4U0xESXM4N29aYkJjb2ppVXBqYURQSlU3WmYzMm5VcEljeTZ1TFNLeXB3YWx4ZUdVTm9wT0tUTlhuSkpNTlJJeW5yRlhOeU1nSUdBS3lQZFVZM3h1OGF5ZEtmbm5EenI0MW1vRWtVWFE5WFhxVnZCTzhSRDIwT2Q4aG5VY3FwRnBfTmlLZzFBZGhWQT09
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r/technology
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post
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r/technology
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2024-05-01
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Z0FBQUFBQm0wR3JoT2w1RVNBQk04cEtwRHR3NUVaZHd2MTk0V09VUkpfS1NoNHB4Y055RUNLbVMxbTVTUnRKTGxWWWhmQ2xWNWphQjllMW4yRHVkYndnNjJVcGIyWXBmY1ZlVFdJbzJqbEluT00xdV9od2VsTm89
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Z0FBQUFBQm0wR3JneHRsY3AyRmF0VHhhMGJJZWpOOEdPVW1HT1M3RVgzTmRQYWhtYTByZEJ5QWFHV0U1OWV0VDgxX3RPREhaWHdHZER5SGJEWWwzSDJLRWNPWHFZQnhKN1N0d0lkNk1jNVhnMUhvSmhsYllOTlpKeUx5UnlVUk52UlU4RUswMnpfTDlaOW5PbDhUWnVqSHVZbXNlc2tRTmRMeGlNVVJKeGRLY0FsaVhFZlN2WmhoNXdYejh6OXJHWkhYN2QyZXViSDFrSnMtckVuY2oxVlEwSFFEc3RSWV8xdz09
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Hi everyone,I'm new to PyTorch and wanted to give a shot to this library for deep learning, I mainly learned deep learning with TensorFlow and Keras (not low api).So I created a script similar to mine to train an architecture, in this case Attention Residual Unet, the two architecture have the same parameter size (\~3M).The goal is to segment endothelial cells on images reshaped to 256x256 (500x500 in original format).Here is the code I use to train the architecture :
import os
from PIL import Image
import pickle import pandas as pd import numpy as np
from glob import glob
import torch from torch import nn from torch.nn import functional as F from torch.utils.data import Dataset, DataLoader from torchvision import transforms
from sklearn.model_selection import train_test_split
from network import * from loss_function import *
H = 256 W = 256 BATCH_SIZE = 16 LEARNING_RATE = 1e-4 NUM_EPOCHS = 5
MODEL_PATH = os.path.join("files", "model.keras")
CSV_PATH = os.path.join("files", "log.csv")
DATASET_PATH = "/mnt/z/hackathon_2/"
DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
class CustomDataset(Dataset): def init(self, X, Y, transform=None): self.X = X self.Y = Y self.transform = transform
def len(self): return len(self.X)
def getitem(self, idx): x = read_image(self.X[idx]) y = read_mask(self.Y[idx]) if self.transform: x = self.transform(x) y = self.transform(y) return x, y
def load_dataset(path, split=0.1): images = sorted(glob(os.path.join(path, "HE/HE_cell", ".png"))) masks = sorted(glob(os.path.join(path, "ERG/ERG_cell", ".png")))
print(f"Found {len(images)} images and {len(masks)} masks")
split_size = int(len(images) * split)
train_x, valid_x = train_test_split(images, test_size=split_size, random_state=42) train_y, valid_y = train_test_split(masks, test_size=split_size, random_state=42)
train_x, test_x = train_test_split(train_x, test_size=split_size, random_state=42) train_y, test_y = train_test_split(train_y, test_size=split_size, random_state=42)
return (train_x, train_y), (valid_x, valid_y), (test_x, test_y)
def read_image(path): img = Image.open(path).convert('RGB') transform = transforms.Compose([ transforms.Resize((H, W)), transforms.ToTensor(), ]) img = transform(img) return img
def read_mask(path): mask = Image.open(path).convert('L') transform = transforms.Compose([ transforms.Resize((H, W)), transforms.ToTensor(), ]) mask = transform(mask) mask = mask.unsqueeze(0) return mask
def torch_dataset(X, Y, batch=2): dataset = CustomDataset(X, Y) loader = DataLoader(dataset, batch_size=batch, shuffle=True, num_workers=2, prefetch_factor=10) return loader
def train_model(model, criterion, optimizer, train_loader, valid_loader, num_epochs, device): min_val_loss = float("inf") for epoch in range(num_epochs): print(f"Epoch {epoch}/{num_epochs}") model.train() running_loss = 0.0 for inputs, labels in train_loader: inputs = inputs.to(device) labels = labels.to(device) optimizer.zero_grad() outputs = model(inputs) loss = criterion(outputs, labels) loss.backward() optimizer.step() running_loss += loss.item() * inputs.size(0) epoch_loss = running_loss / len(train_loader.dataset) print(f"Train Loss: {epoch_loss:.4f}") model.eval() running_val_loss = 0.0 for inputs, labels in valid_loader: inputs = inputs.to(device) labels = labels.to(device) with torch.no_grad(): outputs = model(inputs) loss = criterion(outputs, labels) running_val_loss += loss.item() * inputs.size(0) epoch_val_loss = running_val_loss / len(valid_loader.dataset) print(f"Validation Loss: {epoch_val_loss:.4f}") if epoch_val_loss < min_val_loss: torch.save(model.state_dict(), "best_model.pth") min_val_loss = epoch_val_loss return model
def test_model(model, test_loader, device): model.eval() dice_scores = [] f1_scores = [] jaccard_scores = [] with torch.no_grad(): for inputs, labels in test_loader: inputs = inputs.to(device) labels = labels.to(device) outputs = model(inputs)
outputs_np = outputs.detach().cpu().numpy() labels_np = labels.cpu().numpy() dice_scores.append(dice_coefficient(labels_np, outputs_np)) f1_scores.append(f1_score(labels_np.flatten(), outputs_np.flatten(), average='binary')) jaccard_scores.append(jaccard_score(labels_np.flatten(), outputs_np.flatten(), average='binary'))
print(f"Test Dice Coefficient: {np.mean(dice_scores):.4f}") print(f"Test F1 Score: {np.mean(f1_scores):.4f}") print(f"Test Jaccard Score: {np.mean(jaccard_scores):.4f}")
(train_x, train_y), (valid_x, valid_y), (test_x, test_y) = load_dataset(DATASET_PATH)
print("Training on : " + str(DEVICE))
print(f"Train: ({len(train_x)},{len(train_y)})") print(f"Valid: ({len(valid_x)},{len(valid_x)})") print(f"Test: ({len(test_x)},{len(test_x)})")
train_dataset = torch_dataset(train_x, train_y, batch=BATCH_SIZE, num_workers=6, prefetch_factor=10) valid_dataset = torch_dataset(valid_x, valid_y, batch=BATCH_SIZE, num_workers=6, prefetch_factor=10)
model = R2AttU_Net(img_ch=3, output_ch=1) model.to(DEVICE)
optimizer = torch.optim.Adam(model.parameters(), lr=LEARNING_RATE) criterion = DiceLoss()
model = train_model(model, criterion, optimizer, train_dataset, valid_dataset, NUM_EPOCHS, DEVICE)
total_params = sum(p.numel() for p in model.parameters()) print(f"Number of parameters: {total_params}")
And here is the code for the network :
[https://github.com/LeeJunHyun/Image\_Segmentation](https://github.com/LeeJunHyun/Image_Segmentation)
My loss function are :
Did I do something wrong ? One Epoch with keras take \~30-40min with the same parameter, both code are running on RTX 3090, in WSL2 environnement.
class DiceLoss(nn.Module):
def __init__(self, weight=None, size_average=True):
super(DiceLoss, self).__init__()
def forward(self,y_true, y_pred, smooth=1e-10, sigmoid=False):
if sigmoid:
y_pred = F.sigmoid(y_pred)
input = y_true.view(-1)
target = y_pred.view(-1)
intersection = (input * target).sum()
return (2. * intersection + smooth) / (input.sum() + target.sum() + smooth)
def dice_loss(self,y_true, y_pred):
return 1.0 - self.dice_coeff(y_true, y_pred)
class DiceBCELoss(nn.Module):
def __init__(self, weight=None, size_average=True):
super(DiceBCELoss, self).__init__()
def forward(self, y_true, y_pred, smooth=1e-10, sigmoid=False):
if sigmoid:
inputs = F.sigmoid(inputs)
inputs = y_true.view(-1)
targets = y_pred.view(-1)
intersection = (inputs * targets).sum()
dice_loss = 1 - (2.*intersection + smooth)/(inputs.sum() + targets.sum() + smooth)
bce = F.binary_cross_entropy(inputs, targets, reduction='mean')
dice_bce = bce + dice_loss
return dice_bce
|
r/deeplearning
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post
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r/deeplearning
|
2024-05-01
|
Z0FBQUFBQm0wR3JoYmpyYm1JUWs2NzhrZHgxZ0RFTUtYMGVScFhlM3ZYYml5ZlFQbElHWmxKallYaTIwN2pXdFE2eVdsZ2dFVGpvblNvV1RzSjROTTZKOU1EVUgxTG11TXo0MU9yTXd4S2ZaNFduVGYwcTRGbUE9
|
Z0FBQUFBQm0wR3JnWnktbjBSU2N2ME5zNHhNZ09hVEx1WnFFLUdvOEloUzdLd3Fvalp3a1N0eDIzQzRxejc1dzQ5SXc2QTl1X0M5dl9BTUJfWG5DbXRVLXJ3cE81ODhPdEs1NHpqSkp2ODdwN1BiS1lPcHZmTHk1RXFMM2VFWmI3YjhfdjJ3VjM1ZDhONHdGNjBLOHFUSzNsYTVnREVveG5YN3o4cWd0NTNXZGRQMi02MDhETktRTTVqaHJORUFBbjRyR1BHWmRqOW41bUtic3dXVlRaNWVxTWlhVG84a2U3UT09
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r/news
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post
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r/news
|
2024-05-01
|
Z0FBQUFBQm0wR3JoUXhKWFFHR2ZubkZQUlF3dllnRmJyR1BvR1dvNW5ENDZIbllZQndxN3lpT2dydmFpUUdER3RkOEw0N19iOHZQZ3BlLVlZdnJtcGhrcWxDRk8xaEdMdEE9PQ==
|
Z0FBQUFBQm0wR3JnRXh6YlJMZ3dQZDVMc0E1eW5xWjdtMVZZaDdmUGZ2WHN1QUEzMkN6dHExZmtmTXlGbHo1Q0FZWDBoQmxuN0d0OUVHVk9pV3JzVmk4QnFtNzZWNHgtR09sWjFUZV9FbjZuVWdCbFdEX1RwLWpRMUcycHFkVHp0QzVXSDhSX29kSTlVQ21aUjV2eHVYMGFzVFNKLWhaT0tTSXc2RTZqZmF3YXJFOWt4QTIyNmhGZnluTW01aGxRcjNoYk1mVVl0cThJaW95cFhwS2hqZzZ3bDlRbkMyYlpzQT09
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Hello fellow programs!
**tl;dr** some revisions to the rules to reduce low quality blogspam. The most notable are: banning **listicles** ("7 cool things I copy-pasted from somebody else!"), **extreme beginner articles** ("how to use a for loop"), and some **limitations on career posts** (they must be related to programming careers). Lastly, I want **feedback** on these changes and the subreddit in general and invite you to **vote** and **use the report button** when you see posts that violate the rules because they'll help us get to it faster.
r/programming's mission is to **be the place with the highest quality programming content, where I can go to read something interesting and learn something new every day**. [Last time we spoke](https://www.reddit.com/r/programming/comments/173viwj/meta_the_future_of_rprogramming/) I introduced the rules that we've been moderating by to accomplish that. Subjectively, quality on the subreddit while not perfect is much improved since then. Since it's still mainly just me moderating it's hard to tell what's objectively bad vs what just annoys me personally, and to do that I've been keeping an eye on a few forms of content to see how they perform (using mostly votes and comment quantity & health).
Based on that the notable changes are:
* 🚫 **Listicles**. "7 cool python functions", "14 ways to get promoted". These are usually spammy content farms. If you found 15 amazing open source projects that will blow my mind, post those projects instead.
* 🚫 **Extreme beginner content** ("how to write a for loop"). This is difficult to identify objectively (how can you tell it from good articles like "how does kafka work?" or "getting started with linear algebra for ML"?) so there will be some back and forth on calibrating, but there has been a swath of very low quality ["tutorials"](https://www.reddit.com/r/programming/comments/1chogwb/first_program_of_java/) if you can even call them that, that I very much doubt anybody is actually learning anything from and they sit at 0 points. Since "what is a variable?" is probably not useful to anybody already reading r/programming this is a quick painless way to boost the average quality on the subreddit.
* ⚠️ **Career posts must be related to software engineering careers**. To be honest I'm personally not a fan of career posts on r/programming at all (but shout out to [cscareerquestions](https://www.reddit.com/r/cscareerquestions/)!) but during the last rules revision they were doing pretty well so I know there is an audience for it that I don't want to get in the way of. Since then there has been growth in this category [all across the quality spectrum](https://www.reddit.com/domain/eng-leadership.com/) (with an accompanying rise in product management methodology like "agile vs waterfall", also across the quality spectrum). Going forward these posts must be distinctly related to software engineering careers rather than just generic working. This isn't a huge problem yet but I predict that it will be as the percentage of career content is growing.
In all of these cases the category is more of a tell that the quality is probably low, so exceptions will be made where that's not the case. These are difficult categories to moderate by so I'll **probably make some mistakes** on the boundaries and that's okay, let me know and we'll figure it out.
Some other categories that I'm **keeping an eye on** but not ruling on today are:
* **Corporate blogs** simply describing their product in the guise of "what is an authorisation framework?" (I'm [looking at you Auth0](https://www.reddit.com/domain/a0.to/) and [others like it](https://www.reddit.com/r/programming/comments/1cgx739/what_is_ai_infrastructure_software/)). Pretty much anything with a rocket ship emoji in it. Companies use their blogs as marketing, branding, and recruiting tools and that's okay when it's "writing a good article will make people think of us" but it doesn't go here if it's just a literal advert. Usually they are titled in a way that I don't spot them until somebody reports it or mentions it in the comments.
* **Generic AI content** that [isn't](https://www.reddit.com/r/programming/comments/1chll2o/ai_still_hasnt_figured_out_branding_yet_heres_why/) technical in content. "Does Devin mean that programming is over?", "Will AI put farmers out of work?", "Is AI art?". For a few weeks these were the titles of about 20 articles per day, some scoring high and some low. Fashions like this come and go but I'm keeping an eye on it.
* **Newsletters**: There are a [few people](https://www.reddit.com/r/programming/comments/1cho9ye/big_tech_digest_15_introducing_meta_llama_3_at/) that post every edition of their newsletter to reddit, where that newsletter is really just aggregating content from elsewhere. It's clear that they are trying to grow a monetised audience using reddit, but that's okay if it's providing valuable curation or if the content is good and people like it. So we'll see.
* **Career posts**. Personally I'd like r/programming to be a deeply technical place but as mentioned there's clearly an audience for career advice. That said, the posts that are scoring the highest in this category are mostly people upvoting to agree with a statement in the title, not something that anybody is learning from. ("Don't make your engineers context-switch." "Everybody should get private offices." "Micromanaging sucks.") The ones that one could actually learn from with an instructive lean mostly don't do well; people seem to not really be interested in how to have the best 1:1s with their managers or how you went from Junior to Senior in 18 hours (though [sometimes they are](https://www.reddit.com/domain/highgrowthengineer.com/)). That tells me that there's some subtlety to why these posts are scoring well and I'm keeping an eye on the category. What I don't want is for "vote up if you want free snacks" to push out the good stuff or to be a farm for the other 90% of content that's really just personal brand builders.
I'm sure you're as annoyed as I am about these but they're fuzzy lines and difficult to come up with objective criteria around. As always **I'm looking for feedback** on these and if I'm missing any and any other points regarding the subreddit and moderation so let me know what you think.
------
## The rules!
With all of that, here is the current set of the rules with the above changes included so I can link to them all in one place.
✅ means that it's currently allowed, 🚫 means that it's not currently allowed, ⚠️ means that we leave it up if it is already popular but if we catch it young in its life we do try to remove it early.
* ✅ Actual programming content. They probably have actual code in them. Language or library writeups, papers, technology descriptions. How an allocator works. How my new fancy allocator I just wrote works. How our startup built our Frobnicator. For many years this was the only category of allowed content.
* ✅ Academic CS or programming papers
* ✅ Programming news. ChatGPT can write code. A big new CVE just dropped. Curl 8.01 released now with Coffee over IP support.
* ✅ Programmer career content. How to become a Staff engineer in 30 days. Habits of the best engineering managers. These must be related or specific to programming/software engineering careers in some way
* ✅ Articles/news interesting *to* programmers but not about programming. Work from home is bullshit. Return to office is bullshit. There's a Steam sale on programming games. Terry Davis has died. How to SCRUMM. App Store commissions are going up. How to hire a more diverse development team. Interviewing programmers is broken.
* ⚠️ General technology news. Google buys its last competitor. A self driving car hit a pedestrian. Twitter is collapsing. Oculus accidentally showed your grandmother a penis. Github sued when Copilot produces the complete works of Harry Potter in a code comment. Meta cancels work from home. Gnome dropped a feature I like. How to run Stable Diffusion to generate pictures of, uh, cats, yeah it's definitely just for cats. A bitcoin VR metaversed my AI and now my app store is mobile social local.
* 🚫 Politics. The Pirate Party is winning in Sweden. Please vote for net neutrality. Big Tech is being sued in Europe for *gestures broadly*. Grace Hopper Conference is now 60% male.
* 🚫 Gossip. Richard Stallman switches to Windows. Elon Musk farted. Linus Torvalds was a poopy-head on a mailing list. The People's Rust Foundation is arguing with the Rust Foundation For The People. Terraform has been forked into Terra and Form. Stack Overflow sucks now. Stack Overflow is good actually.
* ✅ Demos with code. I wrote a game, here it is on GitHub
* 🚫 Demos without code. I wrote a game, come buy it! Please give me feedback on my startup (totally not an ad nosirree). I stayed up all night writing a commercial text editor, here's the pricing page. I made a DALL-E image generator. I made the fifteenth animation of A* this week, here's a GIF.
* 🚫 AskReddit type forum questions. What's your favourite programming language? Tabs or spaces? Does anyone else hate it when.
* 🚫 Support questions. How do I write a web crawler? How do I get into programming? Where's my missing semicolon? Please do this obvious homework problem for me. Personally I feel very strongly about not allowing these because they'd quickly drown out all of the actual content I come to see, and there are already much more effective places to get them answered anyway. In real life the quality of the ones that we see is also universally very low.
* 🚫 Surveys and 🚫 Job postings and anything else that is looking to extract value from a place a lot of programmers hang out without contributing anything itself.
* 🚫 Meta posts. DAE think r/programming sucks? Why did you remove my post? Why did you ban this user that is totes not me I swear I'm just asking questions. Except this meta post. This one is okay because I'm a tyrant that the rules don't apply to (I assume you are saying about me to yourself right now).
* 🚫 Images, memes, anything low-effort or low-content. Thankfully we very rarely see any of this so there's not much to remove but like support questions once you have a few of these they tend to totally take over because it's easier to make a meme than to write a paper and also easier to vote on a meme than to read a paper.
* ⚠️ Posts that we'd normally allow but that are obviously, unquestioningly super low quality like blogspam copy-pasted onto a site with a bazillion ads. It has to be pretty bad before we remove it and even then sometimes these are the first post to get traction about a news event so we leave them up if they're the best discussion going on about the news event. There's a lot of grey area here with CVE announcements in particular: there are a lot of spammy security "blogs" that syndicate stories like this. Pretty much all listicles are disallowed under this rule. 7 cool python functions. 14 ways to get promoted. If you found 15 amazing open source projects that will blow my mind, post those projects instead.
* ⚠️ Extreme beginner content. What is a variable. What is a `for` loop. Making an HTPT request using curl. Like listicles this is disallowed because of the quality typical to them, but high quality tutorials are still allowed and actively encouraged.
* ⚠️ Posts that are duplicates of other posts or the same news event. We leave up either the first one or the healthiest discussion.
* ⚠️ Posts where the title editorialises too heavily or especially is a lie or conspiracy theory.
* Comments are only very loosely moderated and it's mostly 🚫 Bots of any kind (Beep boop you misspelled misspelled!) and 🚫 Incivility (You idiot, everybody knows that my favourite toy is better than your favourite toy.)
However the number of obvious GPT comment bots is rising and will quickly become untenable for the number of active moderators we have.
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r/programming
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post
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r/programming
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2024-05-01
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Z0FBQUFBQm0wR3JoMy1mYzVrc1lHSG9Dc1Q4Rk1XT0UwZGxlNmFCTENnLWE4d1c3UjFhaGR5bzhVb0l1VlBMOXowdDAwYmZvbVJCRmRyT3ZBYWpvR3FXR2V2WGh3aENRU2c9PQ==
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Z0FBQUFBQm0wR3JnN3ZuSVRYM3NsX0RESEJRYzFhOEdxNkRTclRoc2w5Mi1aajBKdGw5VGpndmthQUxfcGdleFFtYkZpVWxxT29LeEdfS1FlZTNZeVY1eVZ1UVltNG5FZGJqZ3F2ZXhtd09EblFSVWxtTFpQeGE0TTdwYlJ5Vld5VC1LMVc0cHZNSnQwMWJmS1FTSkdCNlF0aUNVeEtEd251UmhSamxGMHc4bjJLdUtsOFB4Sk9iRjBKQU96cXd3R3hHWnlCbU1HalRi
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**EIPsInsight April 2024**
As we wrap up another productive month in the Ethereum community, let's take a moment to review the progress we've made with Ethereum Standards.
**116 PRs** merged by **70 users** to change the status of Ethereum standards in EIP ERC RIP repositories.
* 34 Drafts
* 4 Review
* 2 Last Calls and
* 2 Final proposals
Read the full report - [https://hackmd.io/@poojaranjan/EIPsInsightApril2024](https://hackmd.io/@poojaranjan/EIPsInsightApril2024)
​
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r/ethereum
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post
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r/ethereum
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2024-05-01
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Z0FBQUFBQm0wR3JoNFVLaE8xd1Ita2ppWDlZOXZFaVdPb1JhRW91Qll3TlMyajB4cnFqeHdZSXBJbF94VWFzSF9fM2dnTXFMRVdUWXdEdERHTWZVMUVXOWd2bHp2Z1FVb2c9PQ==
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Z0FBQUFBQm0wR3JnWkY5NXluV1NBUnllS3I4WHN1QXRMM2xpYm5Hb1JJRW0tSjhaeURMOENwWlEwWFUtZmhqVmk1ZTY3Zm5aeUduU2JoQjRNRDNfTWE2MGt1NnVJc2FCb0ZqWUtFRkVSbHVsUVdRRF9CdXNZOVVBSEdYeFdiZWpBQ2JyN2RZVlJMNEFhZFB6UlRJNlRrSW8ybE80aHRVbjNwb0xTY3lTZWljb1JuQXJNX21qd1RJPQ==
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Apon request, here ya go.
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r/chatgpt
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post
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r/ChatGPT
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2024-05-01
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Z0FBQUFBQm0wR3JoS0c1N0FDdnpCVVA0Y1haajdLam1mMFFCbnZJbVBEYWdJbTBrLS0wRHJNX0dwb1V6RWRReDdlQXROMkhXT3lMVG9XUm1RUk5EZlU2U0U5MWRYQ0pnZkE9PQ==
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Z0FBQUFBQm0wR3JnNGxCeEtCdHQwemVZVWFCODdkYkZmb2RiRFQ1SWVrSVg3Q1huZS1PLVlCMGRNdnUxMzFyUFNnSlFmbEl2aXdwSE0xLW9EU3JaY0tzT1F3UXFYbjlwakJmbDZNbDVheEtqdjBiWUNadEdmWTljLXpyakg1SWItMVRXSjd6LWdlNm8zY1h3eUhRb05WeHpMbDZwVGIwY2J4eDVWMVQzRzNMRlBxUFhIdy1melZqNkZFV0JNUHVFVkpid3dQcm4xYVdZ
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Not that many people are paying attention to LLM interpretability research when capabilities research is moving as fast as it currently is, but interpretability is really important and in my opinion, really interesting and exciting! Anthropic has made a lot of breakthroughs in recent months, the biggest one being "Towards Monosemanticity". The basic idea is that they found a way to train a sparse autoencoder to generate interpretable features based on transformer activations. This allows us to look at the activations of a language model during inference, and understand which parts of the model are most responsible for predicting each next token. Something that really stood out to me was that the autoencoders they train to do this are actually very small, and would not require a lot of compute to get working. This gave me the idea to try to replicate the research by training models on my M3 Macbook. After a lot of reading and experimentation, I was able to get pretty strong results! I wrote a more in-depth post about it on my blog here:
[https://jakeward.substack.com/p/monosemanticity-at-home-my-attempt](https://jakeward.substack.com/p/monosemanticity-at-home-my-attempt)
I'm now working on a few follow-up projects using this tech, as well as a minimal implementation that can run in a Colab notebook to make it more accessible. If you read my blog, I'd love to hear any feedback!
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r/machinelearning
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post
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r/MachineLearning
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2024-05-01
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Z0FBQUFBQm0wR3JoaGRHb1FGT2ZzY1B3LW54allKTWVodVpMZTl3QncxS1NwWjZBVU1sNllpbkFKbVE4NHFtN0RMSG0tZ2kwb25GWFM1dFoyNm9DbFVVdVRLa0daNFdSNmc9PQ==
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Z0FBQUFBQm0wR3JnMHdNSEIzV29GLVNyREd2UFZ5cWFobzVCMFVRQkVaaDJIbWEybUMtSV91YkRKRWxINWlkTUVUYkZFUVNzYzNkVFJVWl84TWFwTk13X0NiVWlJMmZERWdNMzVqdDRVSEJOVkxCSmNWRkk4UnBDZmY4VXlTOVRfUG0yTGFodWNHeDBDcGdHTUVmejBXakJpYXpEYndTR1MyUkQ2aGZ6WE14clRhbXpvOFBZUEF4SUJ5LUYyU3pQVlFZTVJnUFlGMUt6T2ZJTlpkcU0tbVJJRmRxazNJM0JDQT09
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Hey Reddit community, as we approach the anniversary of Osama bin Laden's killing on May 2, 2011, what are your thoughts on the impact and significance of this event? Share your reflections and insights.
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r/wikileaks
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post
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r/WikiLeaks
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2024-05-01
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Z0FBQUFBQm0wR3JoMmFWbVRyNDN4YXZmM0U3WEFFS2E0UVFEOUt0Snl2UFM4Qzl4Ry10WlVibUJUTTNpWU1ONU9FUHJBMEg5Y0pxcDBGeXJWUDhJR2RpU0R1eVRyMnp0UXprNHJkNnJvLXkxeWpXeDJzOUphVVE9
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Z0FBQUFBQm0wR3JnUW9vS2hzaTlyY1QtMUtuMUN3eHdZWEhpMzlFWHY0cXNLQTNrZktMeDdaaHlBbDY1ZzFoZ2FaWmNvdVB1N1BFMkZmcklOVF9zbU9fS19aUHZ4MFBwZWRuemRHeG0tT2syN25DZXpiTFJmemZVdE9ScHZiUnh1TUY2a0UwbjI0NWRLTU9Zek1zVTZEUERKYmIwQWYwRnJQbTdOTTZ3X2hReFhSVTVrYWVBeWM3WHRDLXA4dkZwd01yXzJ2ajVLb2RlSFRMWDlpUXZMRE52Y0RiZEl4dThnUT09
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r/economics
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post
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r/Economics
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2024-05-01
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Z0FBQUFBQm0wR3JoTUdrWU1sNWp6dDItaG1JYkpNemNNRExxZTdRek9ObGlMM1dSLXkzQ1dWc01XSUJkMFFjbE1DZVBleDNHUnVrSzVNZERWLVNwOEtIRzZoc2g5RWVPLVE9PQ==
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Z0FBQUFBQm0wR3JnZllleE95VE5zOHdKQmRpWHpWQUhnVzlVd0JKV3NYLXNFX1JBai1BdHVCZ3hmOHh2YTlCcEllMkE1UmJreFI0cVVBQXgxM1lLWGY2NmwtVVBtdUdyNHlTR3lOTjB1cTF1UmFpZGdMNVpRNFNvd19JMUtOY3lwTS1hVHBYVDgxbUV1Ti1GZEtKV2JmcFM1ZFhDWUY2Yk5NSGRqRUdRd1htS3ZnSi1PSjlDd0o3MllOTjl2dDhZTlhVcmNzUERnNXZZTkkzcGQ3LUtiZGh6dXZKSm5XWVFjUT09
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r/btc
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post
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r/btc
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2024-05-01
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Z0FBQUFBQm0wR3JoYmpsNTlQVmM0cEJaazV0NTRjY3d5Y2ZIeEtDSkZQUDc4Nnl4UktoQlJWUmRXNXg4UzFsZFczOV9uR2h2Y2FSd1FfNXdUN0gyS0dURWFIY2k0QVg0R1E9PQ==
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Z0FBQUFBQm0wR3Jna244b19JRVBtN0tta2ZsTGdsVXotSmNlZW9zVlhwX1RRT3FJT2JPZVZsSDJDM3JGdENUMWw1ZjdnUFBtYmczZzRTNkZsN04tM0VnelhoWEVIaEFXT3U0X3hIei1RaFFFUUxRd3NSM193X2lhQW5qemFUZUhLeWx5WFREdy1oMG9jSlRWM0N2MC1WT2JXV09zQjg2UzRWREU2UkhOaW1yZ1k5Mm5vZzRmYUR4MHBEcUNMTXRmWFM5U0JCdDN3S3FR
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r/bitcoincash
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post
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r/Bitcoincash
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2024-05-01
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Z0FBQUFBQm0wR3JoMVF1dUxBTnFZTmRQUTRWTVQyWG04T21ibHJTUGFtVzlNVTJtdGY4TnFtOGpRQURJX3cwRGx0bEo5N2pBWTFDeENEaGZudG56eDVZLTVONGVWTE9yMFE9PQ==
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Z0FBQUFBQm0wR3JnU25qamwzOWxFWTRjMnJkeU10VFNFWDRQV3hkdHhVMGE5Rktqa3lIUHMwd0FHa196VHNDLTZ4aGZqM19yTzJOeS1kZ05TdmpFQTd1dmVKa3pBQWdfcHdzUTZLZUZtQ1FaMEFIV3lsVEZmeEJvRzBUcDUwSHNValg4aldsQjFGc01adENiNmlMallDckROSFY0VWFxd3NmMmllN3I2RlRqcXJucWZfcElDS19wYnktTlN1ajM4LUJBbWtIUlBOVjgwRjh4LXV0cFdPOEN6T3YxMWdxckhqUT09
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|
[https://www.federalreserve.gov/monetarypolicy/files/monetary20240501a1.pdf](https://www.federalreserve.gov/monetarypolicy/files/monetary20240501a1.pdf) FOMC meeting summary for May 1 announced
As summarized by AI:
* Economic activity is expanding at a solid pace.
* Job gains remain strong, and unemployment is low.
* Inflation has eased but remains elevated, with no recent progress toward the 2 percent goal.
* The Committee aims for maximum employment and 2 percent inflation over the longer run.
* Risks to employment and inflation goals have moved toward better balance.
* The economic outlook is uncertain, with a focus on inflation risks.
* The federal funds rate target range remains at 5-1/4 to 5-1/2 percent.
* The Committee will carefully assess data and risks before considering rate adjustments.
* The Committee will continue reducing its holdings of Treasury securities and agency debt.
* Beginning in June, the pace of decline in Treasury securities holdings will slow.
* The Committee is strongly committed to returning inflation to its 2 percent objective.
* Monetary policy will be adjusted as needed based on economic and risk assessments.
* The Board of Governors voted to maintain the interest rate paid on reserve balances at 5.4 percent.
* Open market operations will maintain the federal funds rate in the target range.
* Overnight repurchase agreement operations will have a minimum bid rate of 5.5 percent.
* Overnight reverse repurchase agreement operations will have an offering rate of 5.3 percent.
* Principal payments from Treasury securities and agency debt/MBS will be rolled over or reinvested based on caps.
* The primary credit rate remains at 5.5 percent.
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r/investing
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post
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r/investing
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2024-05-01
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Z0FBQUFBQm0wR3JobWRVQzdycWJmdm4yVms4NVJCQ2pyRUYzcFlaazY5VWt3eGVHeTN3emphdU9wOTR1S0hVRGdudzhTY1hiTktQRjVmSURCVzRQTGlhOVllVUlWNWdydEE9PQ==
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Z0FBQUFBQm0wR3JncnFJbUdDR2dZTW03R2hEbDJ0aFRnVWtvWU9NeDh3VlhRNnlxQUlqTlVuWkhCQkdiNzNTZkF5cjV1TUJaSGQ4VWhKeW1aWkZWOV8ySklURlJwWWF1RGt6TkhkejZtRWJzZ2JJcGNfX2g4VFFsMF9MVVFKcmpBV3BSQkNRR0plR1RxTlhPa1ZTLVVmQnI4U25tRG1qRnE3RFJ4TVlicmdhWU1KNUNVN2VxdnM5ankydWhRcmlWVmo1ZnMtSHZWV1ZDY2JKOG9ZVC02a3hUdDFCcE91SkcyQT09
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Im currently at a small tech consulting company. I have a master’s in data science but not much hard engineering experience.
I’ve built 1 production system but it was still ‘low tech’. I was using excel files and then an AutoML tool and running time series forecasting offline at a regular cadence. But that project is done and it looks like clients I work with are all low tech and having to deploy anything with them seems like a pain. I work on POCs for ML modeling nowadays
I want to transition to a company where I can be on a better path and eventually try to be a software engineer in ML or an MLE. Finding opportunities to advance my skills are hard. I am currently interviewing at a company but the role seems more client focused and POC focused with maybe some opportunities to deploy / monitor ML systems. I am a little nervous that switching into a role that is not advertised as engineering heavy could be the wrong move
However, any company that works at large scale is probably better than what I do now. Any proper tech company where I can use proper tools like pyspark, databricks, etc seem like would put me in the path to do more engineering or ML at scale.
I am curious what people think. What is the best way to break into MLE if you dont have large scale software experience and if your current best new role opportunities are not exactly engineering heavy but could have chances to build internal tools and deploy things sometimes?
Personally I think I’ll try to do as much engineering work as possible in any new tech company that operates at sufficient scale. And maybe even gunning for an internal transfer to SWE / MLE if that ever shows up could be a move (and this has a chance of happening at new company not current one). And I’ll build some ML apps for personal projects as well. It seems like staying at a small consulting company will continue to hurt my long term skillsets since I don’t have exposure to proper tools and large scaled problems
I have 1.25 YOE plus I moonlit and did some NLP work on the side for many months last year. I effectively have 2.5 YOE including internships. Would love opinions. Even opinions that would argue against wanting to be an MLE
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r/datascience
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post
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r/datascience
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2024-05-01
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Z0FBQUFBQm0wR3JoLU91SlQ4eDF1Qm54MklSOVRZTUtES21MeXg3NWdITzVEN0EyRmlzS2VFdU8zdl9qR2xvVm1aVGswTGYwdFJ4S2J3UE9GalRXeDM3X0N5Z3ZQdG9tbnc9PQ==
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Z0FBQUFBQm0wR3JnUlo1T3dOd2NLaUszY1dkSXdDcGduZ1kxTzJ2UENLLTdpUF9fUTkxdHJmVUhtendNQ2tFZ1dldFFGcFk2YkpNYUJmTVJIWjhzQThCN1F4QnVuSDhZY2VKeDlObHJMZzFCc3BLOGZuUHpjMkpFV1R4MUNfcEltZGZkdFhwdFRmbm8zUFRQYV9vaGUzWXBCNUtVbVo3dnhlc0k2WjlNVE92MFREbDhNRTNBLWQtMW8wMHZVYU5nQk1OVGN0QlJhTUppNXJ1N1cwYWhUYXdTc1BNVzNoU1E3UT09
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r/artificial
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post
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r/artificial
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2024-05-01
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Z0FBQUFBQm0wR3JoM0hMeVRFTDAyeGJRTEl3STZ5U0pfREV1S2Y4QWZidEJpdUp2T2tDSEt1YzZnRFpWeWhyWXlyX3ptc1pSZ0VKTmt0RFpVbFJBTDlNS3N1VnNWaC1PU2ZGby1LTmZhWmxBUFlhM2J1SUdvZ1U9
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Z0FBQUFBQm0wR3JndzFsM1REcm13ejlaSmNtWUhkV28xd2c1UlFoU3BtdnN2aW9KX0J1SEVfLTFvSkg3ZWliM2VLN1BuRlEyVnkwRDhwWkVNT3A1eWN4azdXVEZGYXBhclFKY0hmeXA3STdIOVlUNDhRUC1hYkZzVkt1ZnE3elpFZ1dqUFFZMzZoOExBYUxKdERSc2lPWl9aQTEwb1J3SnVmZHJoa01wcE44MVRTMV9KZS02Z0czR1I3c19Pd2F6Y3RtMkFSeXNsWDIw
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Hey folks,
I'm a 16-year-old who's been coding professionally at a few companies with Python, JavaScript, HTML/CSS, C#, C++, and C. Yep, I've got my hands in quite a few cookie jars! 🍪 Now, I'm very interested in diving deeper into hacking and cybersecurity.
I've poked around with hacking tools on my own, but I reckon having a mentor would turbocharge my learning. So, if you're a seasoned hacker or cybersecurity whiz who doesn't mind taking on a young padawan, I'd love to tag along for the ride.
Just to be clear, I'm all about using these skills for good, not evil... or a mix of both :)
If you're up for sharing your wisdom, hit me up.
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r/blackhat
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post
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r/blackhat
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2024-05-01
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Z0FBQUFBQm0wR3JoWHJDTGNHOW12eklJcUt1M3dxWDF1QlNYRVo3M2MtVHI2ajRSNWxaZkdNclY4SlA1NElNVnh0ekRsMFY4dG9ubThLaHZBcDdzOVh4WDhlb0ZDdkhQaTlqcHFFd0lKdFN0TkN0T2tHNXJKa1U9
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Z0FBQUFBQm0wR3JnX3JNYmFoR1BQRTVIZkRZM0hPbFNQV2s4TmVGRmRwcnh3OTl0QmRUYi1YU2V1cnNIOU1Dd0c5bEJqY3l4N2ppT2lDbTZfMlJ1WFFreGNBR1hyU0x0bzQwQjBmZ3JrbnAyRzhQWUZVaklJT2pWbXh1cW9uYnlGWTRXOV9IREU5SkF4aWVmSmg2SjZLb1BjMU12eVJxT3pkTndGZWlQUlVhc3RsalFZci1LR0RFPQ==
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r/bitcoin
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post
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r/Bitcoin
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2024-05-01
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Z0FBQUFBQm0wR3JoQXJiUEl0Ymt1MHJVYnR4YjdidHMxUjVuZVFWVHNSNmJ0WFJNbmNvc2FmR0ZCYXd1U0pxUDNyYkRPd0NjcXJjVjRYNkpydzdpY3VMUndiZHVocTN3NGc9PQ==
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Z0FBQUFBQm0wR3JnQ282WE5ybS1YT2E0MGRoNmN1cDY1NU5wN000WWZ6MjNGMHBTYzVqZ0VzZWdWcVpNeHFRUXF3WktUenZJTU1IV1J6WHVnakQ5M001ZUY3a2w3cWdLQ05YR3FKaVFudUVURkZPellJdTFfYVloX0M0ekw0VnNfMkF1V1hLaVhPcjdWSWlkdUlHT1UzZ1k0Q2tHaFdUbjhCTmFEMUd2MHR0dUtnSnF3MFAyZ0ZBPQ==
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r/btc
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post
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r/btc
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2024-05-01
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Z0FBQUFBQm0wR3JoTXlPRk9vaktncUUtWmR5aThOXzZyUE5nYmw0blZPVE5VTXRMUmtDTEowZmlWcVVubHVsSi1WeXg5bHpLWDY2UUNvVkFKYnUzaUg0aHgtX3ZMRkNUWnc9PQ==
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Z0FBQUFBQm0wR3JnSGgwY0FHVkk5dF9uN2R3R3cwZmxjZmNKN1VUYzZqM2FNanpoX1M5MXVZaUdnUXRwYnlFdmRFVDZGa3dpeVJFTXJSVHBQTmdKOFJfc3hKR3lnZjYxYV9TRC1nX3JZNkxnT3h3bHMyaXRrb2NIeVJTUms4M1NUeGloUXJrTW9rR1RaNUZoemNiZkpqVTJGalNlSTFxNkRhSmZFT3FvaGhORVhCSGFsSkJsaUhpQ1dJQWZKRDhQSjUtdmJJVmxIMUpO
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r/health
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post
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r/Health
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2024-05-01
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Z0FBQUFBQm0wR3JoSEZFUDB4SGZZZkZYMThkWVZoRkVUN2JhcFUyQkhxcUxIMjJXTUFSSjJOeEZxdjZlOVFTa3NsZ2ZHNEF6VjE2clFIeTZEemNyc0wzNGptSDl0el9RNUE9PQ==
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Z0FBQUFBQm0wR3JnM3ZBLTRrajZERHNlMHpZc0h1R3NUNW9lZzdUQkZQZXF1QjhEM3FFc3ZsTkd4S3RXNVl1VG1ZRWFpYjZnaDMwYTZ2WkRQb0cwVmQ3bk9wM2FROTRRYmxnQVNmQnB6NV9jakpuYmhtNVdyWjJXUXlvdDdJWmNUYTdiczVVMDdHaTdTbVk4VFNWa0pITkExNTZRWTR1eXdaOThIUWUwYjVhVW9reHZ5eC1vRkpMNTdPSl8yTEM2SWxaaGJxNldFU2twT1dqa2JtUVpybkxkUXRzZmNxdEN6QT09
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r/ethtrader
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post
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r/ethtrader
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2024-05-01
|
Z0FBQUFBQm0wR3JoVVd2RTRCamMwRVFjSkgyLWtVVFMtckhwUHM3a3lKTGVhVWhrX1luTnVoc0V5cHJaeEVrUEhka3ZkY1dfTUV0eW9UcUNIQ0xxNk9SU3AtY3NxWTVENHc9PQ==
|
Z0FBQUFBQm0wR3JnRU9FTEtMX2QySmNvcUY2MzBKeGFfdUFINE1GMWJDdjdTY0E4NGYtU293MGdKR0J6UkFWWEMwdkMxd1ppVm9DU2wyakxfcnpXUG5DZnpUaDhUVmZWMmZqWlE4aGJMSmZrUXJQUkg0Uzd0aEdrR18wVFhXMHpqMmdYN1NGOTRvQnc5UXk1RVBpNlpmSU9ldVgtTUpWTGs0eGdqbGhQSTJzdWVIOHlqUVVtb2liM2FoNm9iSVdsemlGanMwSGhpMmQz
|
|
So they were hacked a few days ago, tried to fix it, the fix caused another issue that [allowed a second exploit today](https://open.substack.com/pub/cryptocsec/p/hack-alert-pike-finance-exploited?r=3euyyi&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true) :|
|
r/ethereum
|
post
|
r/ethereum
|
2024-05-01
|
Z0FBQUFBQm0wR3JoSzBZWE9KNzMycmRxYjhsMEF5SGJEaGtpTHg2OUZfWG5FMEE3TUJvZGxGelhEUU9ScjNfVkdnR0trcHotVVlHWVF1LXVqcFVJeXR4NjZLUUphNnRBdHpKc2RybDRBUEpBOHo5a1diTzd2SGs9
|
Z0FBQUFBQm0wR3JnSTYxbFFDVlREN3BiOVItQmdBazZOY3RwNlZoVmdNN2Y1T3NTQ3VIeFRMd2M3ZEVjX3lPQk1qbUJ3MEZxTmE3ZGw2ZlFkV0ZDWlctVDdocWxkUkxoU05acmpkV2pDUl95TUtTcU0tcTBxc01yLXdIYjVnRUpHNGZRQXhib0UyaEFTUGRhYV9INnZfVWs0RkpnZjcxQmtULXZlVGpOU0pjd0xjaVBVTEV3MzNlRFBSSl9IckxlU2tVNFk4eEh2cnc0SFV2Y094bm1CQ1lTbXJVenNBMzM2QT09
|
r/bitcoin
|
post
|
r/Bitcoin
|
2024-05-01
|
Z0FBQUFBQm0wR3JoNlVYNjV0UkwzRk1ia3djQ0hReDU3ZTN1VzZHOEx3clVsRFF6WmNRc1pPUGxRbXlsVkdVX3hOODVnR3dUSnIzQXB3VlBrQU1yYnVYSDlfQVNkUjdKZ1QweVgwQUFlOVAyRXFRTEJxN3NXQjg9
|
Z0FBQUFBQm0wR3JnbVhsZUg4cFJHVU04T0h3R0pxbmNBUDB6anZQbnFpSXRrTV9WdGNRY3dQWGpaOE5MZTlGek9fYnRvcmdBSHowUFl0S0FYaHdIYkQyem9penRPVlM2dFdLUGltZFhVeVM5STVmcWN5MGllbzdNc0thYl9iamx5bE9vTWZUTjBNb3gwazRXTEZsMWN6VS0tNXMxcEc5NFRRPT0=
|
|
r/worldnews
|
post
|
r/worldnews
|
2024-05-01
|
Z0FBQUFBQm0wR3JoWXhUSkg0RUVURGZlelQtTmozOW93VFVJSDJDeEstcC1BQTFkUUJ6YTBFSkNoMmFselYycWxNRHptcWMwbEZWY1dxVFJtWFBZTGstTkNZXzdkYmFvMHc9PQ==
|
Z0FBQUFBQm0wR3JneGgtOWtlOTg5TEotSGhjNnpvR1RSNGdtNExEOFlsV3BmcTlWUHBRbXMzV19oREhkQUZudWhpMGVOMWJ6WU1BTkp3aXBkcmZCdUY0dnA4OG92YnJseDV0NUlWc3o4aUhabFVGNmpUSHdSWDY4Sk9FN2xqamVVanNfSmlBTXo5ekZZaFJmM0Jfc3JhUVRSOE9hLV9WanFrVjZKdk84SE1vSUNCR05vY29kOUpwVzQ0RS1QQnhTVFZRdlJlNmpBQThRaFpUQXlUQjhqREF6LTh6dkpBaHNfQT09
|
|
I have been taking crypto more seriously recently as a way to transfer value outside the US, and the high transaction fees on BTC have caused me to look into BCH. Aside from the big CEXes, what is the best way to purchase BCH and then to sell it?
|
r/btc
|
post
|
r/btc
|
2024-05-01
|
Z0FBQUFBQm0wR3JoM01JSVRsMFR2S3R0OC1iODZWbDZQVVNYRlNCVGN5SW9vdF84TUcwcC15dFlfejdkMzJBT1ZSa0FwYWUyZVdTYVFVNnVQQ01TRkZsNkVLWHRTa1NETXc9PQ==
|
Z0FBQUFBQm0wR3JnWVhZTFE1ZWltWHJiR3ctZDhxOEZLWmJpM1BKZm1UczZwRUk5bUNPNEdmbDdia1dvbU55ZU5XLVZpSDBfb3lfUmFic2VIWjE1MGRNZXN6dGt1Wl95WTRnZmFDODBERUZPSUJYZ09sZm5ZN3E2Y0djYWlnZEFmR2xXV0tvektmLWRpamRfb3JxbjJUaTBVZ3JQQUxqT240Vk04NVVsUnZjQUdiYnRwTFlobEp3PQ==
|
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