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{
"cells": [
{
"cell_type": "markdown",
"id": "e6da6609-8887-416f-ba9a-d08892fb5cee",
"metadata": {},
"source": [
"# Prototype Connect Four battle\n",
"\n",
"Pit LLMs against each other in a game of Connect Four"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7c154063-8f36-426f-ae54-346acc5ba58d",
"metadata": {},
"outputs": [],
"source": [
"from openai import OpenAI\n",
"from dotenv import load_dotenv\n",
"import json"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "7446303a-d699-4816-b8dd-52da09add974",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"True"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"load_dotenv(override=True)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "28740858-38f3-4aaf-9185-ec636a45ba75",
"metadata": {},
"outputs": [],
"source": [
"RED = 1\n",
"YELLOW = -1\n",
"EMPTY = 0\n",
"show = {EMPTY:\"⚪️\", RED: \"🔴\", YELLOW: \"🟡\"}\n",
"pieces = {EMPTY: \"empty\", RED: \"red\", YELLOW: \"yellow\"}\n",
"cols = \"ABCDEFG\""
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "668559eb-3542-4320-8029-eb20fda90fde",
"metadata": {},
"outputs": [],
"source": [
"class Board:\n",
"\n",
" def __init__(self):\n",
" self.cells = [[0 for _ in range(7)] for _ in range(6)]\n",
" self.player = RED\n",
" self.winner = EMPTY\n",
"\n",
" def __repr__(self):\n",
" result = \"\"\n",
" for y in range(6):\n",
" for x in range(7):\n",
" result += show[self.cells[5-y][x]]\n",
" result += \"\\n\"\n",
" if self.winner:\n",
" result += f\"\\n{show[self.winner]} wins\\n\"\n",
" else:\n",
" result += f\"\\n{show[self.player]} to play\\n\"\n",
" return result\n",
"\n",
" def json(self):\n",
" result = \"{\\n\"\n",
" result += ' \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\\n'\n",
" for y in range(6):\n",
" result += f' \"Row {6-y}\": [' \n",
" for x in range(7):\n",
" result += f'\"{pieces[self.cells[5-y][x]]}\", '\n",
" result = result[:-2] + '],\\n'\n",
" result = result[:-2]+'\\n}'\n",
" return result "
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "ec586c38-f396-4cb2-95ef-c8e6d067d19b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"\n",
"🔴 to play"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Board()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "2a17c172-f711-4ebd-9aae-3f1f35665433",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\"],\n",
" \"Row 5\": [\"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\"],\n",
" \"Row 4\": [\"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\"],\n",
" \"Row 3\": [\"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\"],\n",
" \"Row 2\": [\"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\"],\n",
" \"Row 1\": [\"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\", \"empty\"]\n",
"}\n"
]
}
],
"source": [
"print(Board().json())"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "c5ad4649-0a48-47b1-bb04-ee28fd6808b2",
"metadata": {},
"outputs": [],
"source": [
"def height(self, x):\n",
" height = 0\n",
" while height<6 and self.cells[height][x] != EMPTY:\n",
" height += 1\n",
" return height\n",
"\n",
"def legal_moves(self):\n",
" return [cols[x] for x in range(7) if self.height(x)<6]\n",
"\n",
"def move(self, x):\n",
" self.cells[self.height(x)][x] = self.player\n",
" self.player = -1 * self.player\n",
"\n",
"Board.height = height\n",
"Board.legal_moves = legal_moves\n",
"Board.move = move"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "3da4a6df-0217-492b-a050-9488849ff2a3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️🔴🔴⚪️⚪️⚪️\n",
"\n",
"🟡 to play"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"b = Board()\n",
"b.move(3)\n",
"b.move(3)\n",
"b.move(2)\n",
"b"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "7f5d0b85-aaf8-4d55-bf18-8602dade4cf3",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['A', 'B', 'C', 'D', 'E', 'F', 'G']"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"b.legal_moves()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "9dffa507-e865-4379-a765-cd27032ff657",
"metadata": {},
"outputs": [],
"source": [
"def winning_line(self, x, y, dx, dy):\n",
" color = self.cells[y][x]\n",
" for pointer in range(1, 4):\n",
" xp = x + dx * pointer\n",
" yp = y + dy * pointer\n",
" if not (0 <= xp <= 6 and 0 <= yp <= 5) or self.cells[yp][xp] != color:\n",
" return EMPTY\n",
" return color\n",
"\n",
"def winning_cell(self, x, y):\n",
" for dx, dy in ((0, 1), (1, 1), (1, 0), (1, -1)):\n",
" if winner := self.winning_line(x, y, dx, dy):\n",
" return winner\n",
" return EMPTY\n",
"\n",
"def wins(self):\n",
" for y in range(6):\n",
" for x in range(7):\n",
" if winner := self.winning_cell(x, y):\n",
" return winner\n",
" return EMPTY\n",
"\n",
"def move(self, x):\n",
" self.cells[self.height(x)][x] = self.player\n",
" if winner := self.wins():\n",
" self.winner = winner\n",
" else:\n",
" self.player = -1 * self.player\n",
" return self\n",
"\n",
"Board.winning_line = winning_line\n",
"Board.winning_cell = winning_cell\n",
"Board.wins = wins\n",
"Board.move = move"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "65dc68e5-54a3-4e9f-8cee-008bbe313b20",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️🔴⚪️⚪️⚪️⚪️\n",
"⚪️⚪️🔴🟡⚪️⚪️⚪️\n",
"⚪️⚪️🔴🟡⚪️⚪️⚪️\n",
"⚪️⚪️🔴🟡⚪️⚪️⚪️\n",
"\n",
"🔴 wins"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"b = Board()\n",
"b.move(2).move(3).move(2).move(3).move(2).move(3).move(2)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "29c68043-cd96-49aa-9a30-ad1ac7f9c00b",
"metadata": {},
"outputs": [],
"source": [
"class Player:\n",
"\n",
" def __init__(self, model, color):\n",
" self.color = color\n",
" self.model = model\n",
" self.llm = OpenAI()\n",
"\n",
" def system(self, board):\n",
" legal_moves = \", \".join(board.legal_moves())\n",
" return f\"\"\"You are an expert player of the board game Connect 4.\n",
"Players take turns to drop counters into one of 6 columns labelled A, B, C, D, E, F.\n",
"The winner is the first player to get 4 coins in a row in a straight or diagonal line.\n",
"You are playing with the {pieces[self.color]} coins.\n",
"And your opponent is playing with the {pieces[self.color * -1]} coins.\n",
"You will be presented with the board and asked to pick a column to drop your piece.\n",
"You must pick one of the following legal moves: {legal_moves}. You must pick one of those letters.\n",
"You should respond in JSON, and only in JSON, according to this spec:\n",
"\n",
"{{\n",
" \"evaluation\": \"brief assessment of the board\",\n",
" \"threats\": \"any threats from your opponent or weaknesses in your position\",\n",
" \"opportunities\": \"any opportunities to gain the upper hand or strengths in your position\",\n",
" \"strategy\": \"the thought process behind your next move\",\n",
" \"move_column\": \"one letter from this list of legal moves: {legal_moves}\"\n",
"}}\"\"\"\n",
"\n",
" def user(self, board):\n",
" legal_moves = \", \".join(board.legal_moves())\n",
" return f\"\"\"It is your turn to make a move as {pieces[self.color]}.\n",
"The current board position is:\n",
"\n",
"{board.json()}\n",
"\n",
"Now with this in mind, make your decision. Respond only in JSON strictly according to this spec:\n",
"\n",
"{{\n",
" \"evaluation\": \"brief assessment of the board\",\n",
" \"threats\": \"any threats from your opponent or weaknesses in your position\",\n",
" \"opportunities\": \"any opportunities to gain the upper hand or strengths in your position\",\n",
" \"strategy\": \"the thought process behind your next move\",\n",
" \"move_column\": \"one of {legal_moves} which are the legal moves\"\n",
"}}\n",
"\n",
"You must pick one of these letters for your move_column: {legal_moves}\n",
"\n",
"\"\"\"\n",
"\n",
" def process_move(self, reply):\n",
" print(reply)\n",
" try:\n",
" result = json.loads(reply)\n",
" move = result.get(\"move_column\") or \"\"\n",
" move = move.upper()\n",
" col = cols.find(move)\n",
" if not (0 <= col <= 6) or board.height(col)==6:\n",
" raise ValueError(\"Illegal move\")\n",
" board.move(col)\n",
" except Exception as e:\n",
" print(f\"Exception {e}\")\n",
" board.winner = -1 * board.player\n",
" \n",
" \n",
" def move(self, board):\n",
" system = self.system(board)\n",
" user = self.user(board)\n",
" reply = self.llm.chat.completions.create(\n",
" model=self.model,\n",
" messages=[\n",
" {\"role\": \"system\", \"content\": system},\n",
" {\"role\": \"user\", \"content\": user}\n",
" ]\n",
" )\n",
" self.process_move(reply.choices[0].message.content)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "163e2af5-83c1-444d-8194-92e8b495c0af",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{\n",
" \"evaluation\": \"The board is completely empty, providing an equal opportunity for both players.\",\n",
" \"threats\": \"There are currently no threats from the opponent as there are no pieces on the board.\",\n",
" \"opportunities\": \"Being the first player, I have the opportunity to control the center and set up potential connections.\",\n",
" \"strategy\": \"I will drop my piece in the center column D to maximize future options for creating connections in multiple directions.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"\n",
"🟡 to play\n",
"\n",
"{\n",
" \"evaluation\": \"The board is currently open with no pieces placed yet, except for one red piece in column D at row 1.\",\n",
" \"threats\": \"The opponent has placed a red piece in column D, which could potentially lead to a vertical, horizontal, or diagonal win if I don't respond.\",\n",
" \"opportunities\": \"I can block the opponent by placing my coin in column D, preventing them from building further around their existing piece.\",\n",
" \"strategy\": \"To block the opponent's possible connections while also starting to build my own formation, placing my coin in column D is the best move.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"\n",
"🔴 to play\n",
"\n",
"{\n",
" \"evaluation\": \"The board is quite open with few pieces played. I currently have one red piece in column D.\",\n",
" \"threats\": \"My opponent has placed a yellow piece in column D but does not currently have a chance to connect four in the next move.\",\n",
" \"opportunities\": \"I can extend my position towards forming a line of four by strategically placing my piece.\",\n",
" \"strategy\": \"Placing my red piece in column D will block my opponent's potential setup while working towards creating a winning sequence for myself.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"\n",
"🟡 to play\n",
"\n",
"{\n",
" \"evaluation\": \"The board is mostly empty with only a couple of pieces in play. The red player has two coins in column D, creating a potential threat for a future connect four unless addressed soon.\",\n",
" \"threats\": \"The opponent has two reds in column D, which could lead to them creating a line of four. I need to avoid letting them play in D next turn.\",\n",
" \"opportunities\": \"Playing in column D will block the opponent from winning in their next turn. I do not have any immediate connect four opportunities.\",\n",
" \"strategy\": \"To prevent the opponent from potentially winning in the next turn, I will drop my coin in column D, blocking for now while positioning myself for future opportunities.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"\n",
"🔴 to play\n",
"\n",
"{\n",
" \"evaluation\": \"The board is currently mostly empty, with a few pieces placed. Both players have one piece each in column D, and yellow has a presence in row 4 and row 2 of column D as well.\",\n",
" \"threats\": \"Yellow has a potential threat to complete a line in column D if they place a piece in row 5 on the next turn, leading to a win with four pieces vertically.\",\n",
" \"opportunities\": \"By placing a red piece in column D, I block yellow's vertical threat while also creating the opportunity to build my own vertical line with two pieces already in place.\",\n",
" \"strategy\": \"To prevent my opponent from winning on their next turn and to secure my own opportunity to connect four vertically, I will drop my piece in column D.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"⚪️⚪️⚪️⚪️⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"\n",
"🟡 to play\n",
"\n",
"{\n",
" \"evaluation\": \"The board is currently wide open with only a few pieces placed. My yellow pieces are positioned in D4 and D2, while my opponent has positioned their red pieces in D5, D3, and D1.\",\n",
" \"threats\": \"My opponent is one move away from winning on the next turn by placing a red piece in D6, which would connect four vertically. I need to block this move.\",\n",
" \"opportunities\": \"Placing my yellow piece in D6 will not only block my opponent's vertical threat but also help build towards my own vertical line.\",\n",
" \"strategy\": \"To prevent my opponent from winning and to create an opportunity for myself, I'll place my yellow piece in column D. This not only thwarts their immediate threat but strengthens my position.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"\n",
"🔴 to play\n",
"\n",
"{\n",
" \"evaluation\": \"The board is currently dominated by yellow in the center column (D), while red has vertical potential in column D and other empty columns.\",\n",
" \"threats\": \"Yellow could potentially build a vertical connect-4 by placing in column D on their next turn.\",\n",
" \"opportunities\": \"Placing a red piece in column D could block the opponent's threat and also set up my own vertical connect-4 opportunity.\",\n",
" \"strategy\": \"To prevent yellow from winning on the next move, I must drop my piece in column D. This not only blocks their potential connect-4 but also strengthens my presence in the center.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"Exception Illegal move\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🟡⚪️⚪️⚪️\n",
"⚪️⚪️⚪️🔴⚪️⚪️⚪️\n",
"\n",
"🟡 wins\n",
"\n"
]
}
],
"source": [
"board = Board()\n",
"red = Player(\"gpt-4o-mini\", RED)\n",
"yellow = Player(\"gpt-4o-mini\", YELLOW)\n",
"while not board.winner:\n",
" red.move(board)\n",
" print(board)\n",
" if not board.winner:\n",
" yellow.move(board)\n",
" print(board)"
]
},
{
"cell_type": "markdown",
"id": "9a3f6030-d6b9-4cc1-acb0-447c56873c19",
"metadata": {},
"source": [
"## A fancier version\n",
"\n",
"Basically the same code, but a bit more organized.. and with a Gradio UI"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "71c72f43-24a5-4b83-a396-466a79e50d90",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"* Running on local URL: http://127.0.0.1:7860\n",
"\n",
"To create a public link, set `share=True` in `launch()`.\n",
"_____\n",
"Calling llama-3.3-70b-versatile\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
".......\n",
".......\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"G\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is empty and the game has just started\",\n",
" \"threats\": \"there are no threats from my opponent yet\",\n",
" \"opportunities\": \"I have the chance to control the center of the board\",\n",
" \"strategy\": \"controlling the center gives me the most options for my next move\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is empty and the game has just started\",\n",
" \"threats\": \"there are no threats from my opponent yet\",\n",
" \"opportunities\": \"I have the chance to control the center of the board\",\n",
" \"strategy\": \"controlling the center gives me the most options for my next move\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling mixtral-8x7b-32768\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
".......\n",
"...R...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"F\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"E\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is evenly matched with no significant threats or opportunities\",\n",
" \"threats\": \"no immediate threats from my opponent\",\n",
" \"opportunities\": \"no immediate opportunities to win\",\n",
" \"strategy\": \"I will focus on building my position and look for opportunities in future turns\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is evenly matched with no significant threats or opportunities\",\n",
" \"threats\": \"no immediate threats from my opponent\",\n",
" \"opportunities\": \"no immediate opportunities to win\",\n",
" \"strategy\": \"I will focus on building my position and look for opportunities in future turns\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"Calling llama-3.3-70b-versatile\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
".......\n",
"..YR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"F\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is mostly empty but my opponent has made a move to the right of center\",\n",
" \"threats\": \"my opponent does not have an immediate threat to win the game\",\n",
" \"opportunities\": \"I can start to build up my position and create possibilities for a 4 in a row win\",\n",
" \"strategy\": \"I will aim to control the center of the board to maximize my options\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is mostly empty but my opponent has made a move to the right of center\",\n",
" \"threats\": \"my opponent does not have an immediate threat to win the game\",\n",
" \"opportunities\": \"I can start to build up my position and create possibilities for a 4 in a row win\",\n",
" \"strategy\": \"I will aim to control the center of the board to maximize my options\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling mixtral-8x7b-32768\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
"...R...\n",
"..YR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is even but I have a chance to win\",\n",
" \"threats\": \"my opponent does not have any immediate threats\",\n",
" \"opportunities\": \"I have a chance to make a diagonal 4\",\n",
" \"strategy\": \"I will take the chance to win\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is even but I have a chance to win\",\n",
" \"threats\": \"my opponent does not have any immediate threats\",\n",
" \"opportunities\": \"I have a chance to make a diagonal 4\",\n",
" \"strategy\": \"I will take the chance to win\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"Calling llama-3.3-70b-versatile\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
"..YR...\n",
"..YR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"G\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"G\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is open with few pieces, but I have a small foundation to build on\",\n",
" \"threats\": \"my opponent has two yellows in a row and could potentially develop a threat\",\n",
" \"opportunities\": \"I have the chance to create multiple possible winning lines by placing my red counter strategically\",\n",
" \"strategy\": \"I need to expand my existing two red counters to create a potential three in a row while keeping an eye on yellow's possible threat development\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is open with few pieces, but I have a small foundation to build on\",\n",
" \"threats\": \"my opponent has two yellows in a row and could potentially develop a threat\",\n",
" \"opportunities\": \"I have the chance to create multiple possible winning lines by placing my red counter strategically\",\n",
" \"strategy\": \"I need to expand my existing two red counters to create a potential three in a row while keeping an eye on yellow's possible threat development\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"Calling mixtral-8x7b-32768\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"red\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
"..R....\n",
"..YR...\n",
"..YR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"A\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is even, but my opponent has more threats\",\n",
" \"threats\": \"my opponent can win in the next move if I don't block\",\n",
" \"opportunities\": \"I have a few 3 in a row that I can extend\",\n",
" \"strategy\": \"I must block my opponent's threats first, then look for winning opportunities\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is even, but my opponent has more threats\",\n",
" \"threats\": \"my opponent can win in the next move if I don't block\",\n",
" \"opportunities\": \"I have a few 3 in a row that I can extend\",\n",
" \"strategy\": \"I must block my opponent's threats first, then look for winning opportunities\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"Calling llama-3.3-70b-versatile\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"yellow\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"red\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
"..Y....\n",
"..R....\n",
"..YR...\n",
"..YR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is somewhat balanced with my opponent having a single counter in column C and me having two counters in column D\",\n",
" \"threats\": \"my opponent does not yet have a significant threat but may try to build in column C\",\n",
" \"opportunities\": \"I have a potential opportunity to build a row of 4 counters in column D\",\n",
" \"strategy\": \"I will place my next counter in column D, directly below my existing two counters to increase the pressure on my opponent and get closer to winning the game\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is somewhat balanced with my opponent having a single counter in column C and me having two counters in column D\",\n",
" \"threats\": \"my opponent does not yet have a significant threat but may try to build in column C\",\n",
" \"opportunities\": \"I have a potential opportunity to build a row of 4 counters in column D\",\n",
" \"strategy\": \"I will place my next counter in column D, directly below my existing two counters to increase the pressure on my opponent and get closer to winning the game\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling mixtral-8x7b-32768\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"yellow\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"red\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
"..Y....\n",
"..RR...\n",
"..YR...\n",
"..YR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"F\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"G\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is fairly even but my opponent has a slight advantage\",\n",
" \"threats\": \"my opponent has a threat that I should block\",\n",
" \"opportunities\": \"I have a few opportunities to develop\",\n",
" \"strategy\": \"I must first block my opponent's threat, then I can look for a chance to win\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is fairly even but my opponent has a slight advantage\",\n",
" \"threats\": \"my opponent has a threat that I should block\",\n",
" \"opportunities\": \"I have a few opportunities to develop\",\n",
" \"strategy\": \"I must first block my opponent's threat, then I can look for a chance to win\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"Calling llama-3.3-70b-versatile\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"yellow\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"yellow\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"red\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"yellow\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
"..Y....\n",
"..Y....\n",
"..RR...\n",
"..YR...\n",
"..YR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"F\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"the board is competitive with both players having chances to win\",\n",
" \"threats\": \"my opponent has the potential to create a vertical line of 4 in column C\",\n",
" \"opportunities\": \"I have the opportunity to create a horizontal line of 4 in row 1 or 2 with the right moves\",\n",
" \"strategy\": \"I should prioritize blocking my opponent's potential vertical line while also setting up my own potential horizontal line\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is competitive with both players having chances to win\",\n",
" \"threats\": \"my opponent has the potential to create a vertical line of 4 in column C\",\n",
" \"opportunities\": \"I have the opportunity to create a horizontal line of 4 in row 1 or 2 with the right moves\",\n",
" \"strategy\": \"I should prioritize blocking my opponent's potential vertical line while also setting up my own potential horizontal line\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"Using special key with o3 access\n",
"Using special key with o3 access\n",
"_____\n",
"Calling o3-mini\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
".......\n",
".......\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"The board is completely empty, so no immediate threats or advantages exist for either player.\",\n",
" \"threats\": \"There are no threats right now since no moves have been made.\",\n",
" \"opportunities\": \"The best opportunity is to control the center, which can lead to more options for creating winning connections.\",\n",
" \"strategy\": \"I will start by placing my counter in the center column to maximize future potential. This is a common opening strategy in Connect 4.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"The board is completely empty, so no immediate threats or advantages exist for either player.\",\n",
" \"threats\": \"There are no threats right now since no moves have been made.\",\n",
" \"opportunities\": \"The best opportunity is to control the center, which can lead to more options for creating winning connections.\",\n",
" \"strategy\": \"I will start by placing my counter in the center column to maximize future potential. This is a common opening strategy in Connect 4.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling deepseek-chat\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
".......\n",
"...R...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"G\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"```json\n",
"{\n",
" \"evaluation\": \"the board is mostly empty, with only one red counter in column D\",\n",
" \"threats\": \"no immediate threats from my opponent\",\n",
" \"opportunities\": \"I can start building a strong position by controlling the center\",\n",
" \"strategy\": \"I will aim to control the center of the board to maximize my opportunities for creating multiple threats\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"```\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is mostly empty, with only one red counter in column D\",\n",
" \"threats\": \"no immediate threats from my opponent\",\n",
" \"opportunities\": \"I can start building a strong position by controlling the center\",\n",
" \"strategy\": \"I will aim to control the center of the board to maximize my opportunities for creating multiple threats\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling o3-mini\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
"...Y...\n",
"...R...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"F\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"The board is very early in the game with only one token from each side. I already have a red token at D1, giving me some potential to build horizontal and diagonal connections.\",\n",
" \"threats\": \"There are no immediate threats from yellow. The yellow token in D2 isn't creating a dangerous formation yet.\",\n",
" \"opportunities\": \"By placing a red token in an adjacent central column, I can start developing potential connecting lines that could lead to a win in the future.\",\n",
" \"strategy\": \"I will drop a token in column C to work on building a horizontal connection and maintain control of the center. This move allows me flexibility to form both horizontal and diagonal lines while keeping an eye on any developments from yellow.\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"The board is very early in the game with only one token from each side. I already have a red token at D1, giving me some potential to build horizontal and diagonal connections.\",\n",
" \"threats\": \"There are no immediate threats from yellow. The yellow token in D2 isn't creating a dangerous formation yet.\",\n",
" \"opportunities\": \"By placing a red token in an adjacent central column, I can start developing potential connecting lines that could lead to a win in the future.\",\n",
" \"strategy\": \"I will drop a token in column C to work on building a horizontal connection and maintain control of the center. This move allows me flexibility to form both horizontal and diagonal lines while keeping an eye on any developments from yellow.\",\n",
" \"move_column\": \"C\"\n",
"}\n",
"_____\n",
"Calling deepseek-chat\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"red\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
".......\n",
"...Y...\n",
"..RR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"E\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"A\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"```json\n",
"{\n",
" \"evaluation\": \"the board is in the early stages with minimal threats or opportunities\",\n",
" \"threats\": \"my opponent has two red counters in column C and D, but no immediate threat of a 4 in a row\",\n",
" \"opportunities\": \"I have a yellow counter in column D, which could be the start of a vertical or diagonal line\",\n",
" \"strategy\": \"I will focus on building a strong position by placing a counter in column D to strengthen my vertical line\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"```\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is in the early stages with minimal threats or opportunities\",\n",
" \"threats\": \"my opponent has two red counters in column C and D, but no immediate threat of a 4 in a row\",\n",
" \"opportunities\": \"I have a yellow counter in column D, which could be the start of a vertical or diagonal line\",\n",
" \"strategy\": \"I will focus on building a strong position by placing a counter in column D to strengthen my vertical line\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling o3-mini\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"red\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
".......\n",
"...Y...\n",
"...Y...\n",
"..RR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"A\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"The board is fairly balanced, but yellow is in a position to build a vertical stack in column D which could become dangerous.\",\n",
" \"threats\": \"Yellow has two pieces in column D and could soon stack a third if allowed, setting up an imminent threat of a vertical four if red doesn't block.\",\n",
" \"opportunities\": \"Red already has two pieces in a horizontal line on row 1 (columns C and D). Building out on row 1 (with moves in column B or E) could lead to a winning threat.\",\n",
" \"strategy\": \"I need to neutralize yellow's potential vertical threat in column D before proceeding with my own offensive strategy. Placing a red counter in column D will land in row 4 and block yellow from stacking three in a row vertically, which is a priority even though it doesn't immediately extend my horizontal line.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"The board is fairly balanced, but yellow is in a position to build a vertical stack in column D which could become dangerous.\",\n",
" \"threats\": \"Yellow has two pieces in column D and could soon stack a third if allowed, setting up an imminent threat of a vertical four if red doesn't block.\",\n",
" \"opportunities\": \"Red already has two pieces in a horizontal line on row 1 (columns C and D). Building out on row 1 (with moves in column B or E) could lead to a winning threat.\",\n",
" \"strategy\": \"I need to neutralize yellow's potential vertical threat in column D before proceeding with my own offensive strategy. Placing a red counter in column D will land in row 4 and block yellow from stacking three in a row vertically, which is a priority even though it doesn't immediately extend my horizontal line.\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling deepseek-chat\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"red\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
".......\n",
"...R...\n",
"...Y...\n",
"...Y...\n",
"..RR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"A\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"```json\n",
"{\n",
" \"evaluation\": \"the board is relatively open, but my opponent has a slight advantage in column D\",\n",
" \"threats\": \"my opponent has a potential vertical threat in column D if they place another counter there\",\n",
" \"opportunities\": \"I can build a vertical line in column D to counter my opponent's threat and potentially create a winning opportunity\",\n",
" \"strategy\": \"I will block my opponent's potential vertical threat in column D while also creating a strong vertical line for myself\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"```\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is relatively open, but my opponent has a slight advantage in column D\",\n",
" \"threats\": \"my opponent has a potential vertical threat in column D if they place another counter there\",\n",
" \"opportunities\": \"I can build a vertical line in column D to counter my opponent's threat and potentially create a winning opportunity\",\n",
" \"strategy\": \"I will block my opponent's potential vertical threat in column D while also creating a strong vertical line for myself\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling o3-mini\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"red\", \"red\", \"\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
"...Y...\n",
"...R...\n",
"...Y...\n",
"...Y...\n",
"..RR...\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"F\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"E\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"The board is fairly balanced with neither side having an immediate winning move. I have a slight advantage by beginning to build a horizontal threat along the bottom row.\",\n",
" \"threats\": \"There is no immediate threat from yellow, although they could start working on a diagonal or horizontal line if allowed.\",\n",
" \"opportunities\": \"By dropping in column E, I extend my horizontal row on the bottom with red counters in C1 and D1, setting up a potential four in a row in future moves.\",\n",
" \"strategy\": \"I aim to develop my offensive potential by building a connected sequence on the bottom row. Column E is strategic as it immediately links with my existing red pieces, forcing my opponent to be cautious while I prepare further winning lines.\",\n",
" \"move_column\": \"E\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"The board is fairly balanced with neither side having an immediate winning move. I have a slight advantage by beginning to build a horizontal threat along the bottom row.\",\n",
" \"threats\": \"There is no immediate threat from yellow, although they could start working on a diagonal or horizontal line if allowed.\",\n",
" \"opportunities\": \"By dropping in column E, I extend my horizontal row on the bottom with red counters in C1 and D1, setting up a potential four in a row in future moves.\",\n",
" \"strategy\": \"I aim to develop my offensive potential by building a connected sequence on the bottom row. Column E is strategic as it immediately links with my existing red pieces, forcing my opponent to be cautious while I prepare further winning lines.\",\n",
" \"move_column\": \"E\"\n",
"}\n",
"_____\n",
"Calling deepseek-chat\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are yellow and your opponent is red.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, D, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, D, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"User prompt:\n",
"It is your turn to make a move as yellow.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"red\", \"red\", \"red\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
".......\n",
"...Y...\n",
"...R...\n",
"...Y...\n",
"...Y...\n",
"..RRR..\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, D, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"A\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, D, E, F, G\n",
"\n",
"Response:\n",
"```json\n",
"{\n",
" \"evaluation\": \"the board is balanced, but my opponent has a potential threat in column D\",\n",
" \"threats\": \"my opponent has three red counters in a row in column D, which could lead to a win if not blocked\",\n",
" \"opportunities\": \"I have a vertical stack of three yellow counters in column D, which could lead to a win if I place another counter there\",\n",
" \"strategy\": \"I must block my opponent's potential win in column D while also securing my own win\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"```\n",
"_____\n",
"{\n",
" \"evaluation\": \"the board is balanced, but my opponent has a potential threat in column D\",\n",
" \"threats\": \"my opponent has three red counters in a row in column D, which could lead to a win if not blocked\",\n",
" \"opportunities\": \"I have a vertical stack of three yellow counters in column D, which could lead to a win if I place another counter there\",\n",
" \"strategy\": \"I must block my opponent's potential win in column D while also securing my own win\",\n",
" \"move_column\": \"D\"\n",
"}\n",
"_____\n",
"Calling o3-mini\n",
"System prompt:\n",
"You are playing the board game Connect 4.\n",
"Players take turns to drop counters into one of 7 columns A, B, C, D, E, F, G.\n",
"The winner is the first player to get 4 counters in a row in any direction.\n",
"You are red and your opponent is yellow.\n",
"You must pick a column for your move. You must pick one of the following legal moves: A, B, C, E, F, G.\n",
"You should respond in JSON according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one letter from this list of legal moves: A, B, C, E, F, G\"\n",
"}\n",
"\n",
"You must pick one of these letters for your move_column: A, B, C, E, F, G\n",
"You must NOT make any of these moves which are ILLEGAL: D\n",
"User prompt:\n",
"It is your turn to make a move as red.\n",
"Here is the current board, with row 1 at the bottom of the board:\n",
"\n",
"{\n",
" \"Column names\": [\"A\", \"B\", \"C\", \"D\", \"E\", \"F\", \"G\"],\n",
" \"Row 6\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 5\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 4\": [\"\", \"\", \"\", \"red\", \"\", \"\", \"\"],\n",
" \"Row 3\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 2\": [\"\", \"\", \"\", \"yellow\", \"\", \"\", \"\"],\n",
" \"Row 1\": [\"\", \"\", \"red\", \"red\", \"red\", \"\", \"\"]\n",
"}\n",
"\n",
"Here's another way of looking at the board visually, where R represents a red counter and Y for a yellow counter.\n",
"\n",
"ABCDEFG\n",
"...Y...\n",
"...Y...\n",
"...R...\n",
"...Y...\n",
"...Y...\n",
"..RRR..\n",
"\n",
"\n",
"Your final response should be only in JSON strictly according to this spec:\n",
"\n",
"{\n",
" \"evaluation\": \"my assessment of the board\",\n",
" \"threats\": \"any threats from my opponent that I should block\",\n",
" \"opportunities\": \"my best chances to win\",\n",
" \"strategy\": \"my thought process\",\n",
" \"move_column\": \"one of A, B, C, E, F, G which are the legal moves\"\n",
"}\n",
"\n",
"For example, the following could be a response:\n",
"\n",
"{\n",
" \"evaluation\": \"the board is equally balanced but I have a slight advantage\",\n",
" \"threats\": \"my opponent has a threat but I can block it\",\n",
" \"opportunities\": \"I've developed several promising 3 in a row opportunities\",\n",
" \"strategy\": \"I must first block my opponent, then I can continue to develop\",\n",
" \"move_column\": \"E\"\n",
"}\n",
"\n",
"And this is another example of a well formed response:\n",
"\n",
"{\n",
" \"evaluation\": \"although my opponent has more threats, I can win immediately\",\n",
" \"threats\": \"my opponent has several threats\",\n",
" \"opportunities\": \"I can immediately win the game by making a diagonal 4\",\n",
" \"strategy\": \"I will take the winning move\",\n",
" \"move_column\": \"A\"\n",
"}\n",
"\n",
"\n",
"Now make your decision.\n",
"You must pick one of these letters for your move_column: A, B, C, E, F, G\n",
"You must NOT make any of these moves which are ILLEGAL: D\n",
"\n",
"Response:\n",
"{\n",
" \"evaluation\": \"The bottom row already has three consecutive red discs, putting me in an excellent position.\",\n",
" \"threats\": \"My opponent doesn't have an immediate threat since they haven't set up three in a row threatening a win.\",\n",
" \"opportunities\": \"By playing in column B, I complete a horizontal line of four reds on the bottom row and win the game immediately.\",\n",
" \"strategy\": \"I will drop my counter in column B, which is legal and yields an immediate connect 4 on row 1.\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"_____\n",
"{\n",
" \"evaluation\": \"The bottom row already has three consecutive red discs, putting me in an excellent position.\",\n",
" \"threats\": \"My opponent doesn't have an immediate threat since they haven't set up three in a row threatening a win.\",\n",
" \"opportunities\": \"By playing in column B, I complete a horizontal line of four reds on the bottom row and win the game immediately.\",\n",
" \"strategy\": \"I will drop my counter in column B, which is legal and yields an immediate connect 4 on row 1.\",\n",
" \"move_column\": \"B\"\n",
"}\n",
"^C\n",
"Keyboard interruption in main thread... closing server.\n"
]
}
],
"source": [
"!python c4.py"
]
},
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|