messages
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[ { "role": "assistant", "content": "Adding adaptive pipeline as new functions (existing metrics untouched): joint-field thinker + confidence gate.\n<function name=\"Bash\"><param name=\"input\"><![CDATA[{\"command\": \"cat >> tests/double_decoder.py <<'EOF'\\n\\n\\ndef chosen_token_confidence(model: DecoderS...
[ { "role": "user", "content": "The core idea:\n- Bitnet = ternary {−1,0,1} in a 2-bit container (1.58-bit effective)\n- Dragonoid: \"Why not do the same for 4-bit, since it's all about sparsity anyway?\"\n- Clock = sparse 3.5-bit format: 12 states (like clock hours → hence the name)\n- First version: 12 stat...
[ { "role": "assistant", "content": "<function name=\"Read\"><param name=\"file_path\">/home/lane/MythosMini/docs/functions.md</param><param name=\"offset\">306</param><param name=\"limit\">16</param></function>" }, { "role": "tool", "content": "306\t### main — ralph.py\n307\t\n308\t**Purpose:** E...
[ { "role": "tool", "content": "The file D:\\physics\\New folder\\water-simulation.html has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param na...
[ { "role": "tool", "content": "6 files delivered to user.\n /tmp/glint-shots/n1-auth.png → file_uuid: 6d969664-fdbe-497a-bffe-e4b9f3d0eb65\n /tmp/glint-shots/n2-home.png → file_uuid: 4cf9deab-9658-495d-a747-3a02ed567513\n /tmp/glint-shots/n3-catalog.png → file_uuid: 7a1187bb-6c8d-4c8b-9b57-909ae20d4700\n ...
[ { "role": "tool", "content": "File created successfully at: /home/lane/MythosMini/src/mythosmini/data/fineweb.py (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\...
[ { "role": "user", "content": "Repo: /home/lane/MythosMini — a 1,050,241-param byte-level (vocab 257) looped-shared-block transformer trained on fineweb-edu, benchmarked on WikiText-2 byte PPL, BLiMP, ARC-Easy against the Tiny-ML leaderboard (overall = mean of blimp, arc, normalized wiki score; efficiency = ...
[ { "role": "tool", "content": "add4c92 journal clock quantization proving tests" }, { "role": "assistant", "content": "Committed (f68cbbe test + docs, add4c92 journal — note the journal commit also picked up the pre-existing uncommitted GLI-35 entry that was sitting in the file). Now waiting on t...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/GR/glint-cli/src/core/agent.ts</param><param name=\"old_string\"><![CDATA[ state.messages.push({ role: \"user\", content: userMessage });\n trace(\"turn.user\", { chars:...
[ { "role": "tool", "content": "**Callers/Callees:** Called by `main`, `ralph_loop` (via `handle_verification_result`, `verify_pending_freebuff_tasks`), `record_freebuff_completion`, tests. Calls nothing.\n\n**Last modified:** 2026-06-09 — initial implementation.\n\n### plan_tasks — ralph.py\n\n**Purpose:** P...
[ { "role": "tool", "content": "The file /home/lane/MythosMini/src/mythosmini/training/fp4.py has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[timeout 60 ...
[ { "role": "assistant", "content": "You've hit your session limit · resets 4:10pm (America/New_York)" }, { "role": "user", "content": "<task-notification>\n<task-id>b16xd13j1</task-id>\n<summary>Monitor event: \"english text experiment results\"</summary>\n<event>Traceback (most recent call last)...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[opencode --help 2>&1 | grep -iE \"upgrade|update\"]]></param><param name=\"description\">Check opencode upgrade command exists</param></function>" }, { "role": "tool", "content": "opencode upgrade [target...
[ { "role": "assistant", "content": "<function name=\"Read\"><param name=\"file_path\">/home/lane/MythosMini/src/mythosmini/hardware/autotune.py</param></function>" }, { "role": "tool", "content": "1\timport math\n2\timport time\n3\tfrom collections.abc import Callable\n4\tfrom dataclasses import ...
[ { "role": "assistant", "content": "Hub fix while waiting — per-entry ports (currently every game spawns on 3001, collision once neonstrike has a server):\n<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/AIArchives/server/index.js</param><param name=\"old...
[ { "role": "user", "content": "Repo: /home/lane/MythosMini — a 1,050,241-param byte-level (vocab 257) looped-shared-block transformer trained on fineweb-edu, benchmarked on WikiText-2 byte PPL, BLiMP, ARC-Easy against the Tiny-ML leaderboard (overall = mean of blimp, arc, normalized wiki score; efficiency = ...
[ { "role": "tool", "content": "ok\nSYNTAX-OK\n{\"type\":\"groq_local\",\"packageName\":\"/home/lane/.paperclip/adapter-plugins/groq-paperclip-adapter-r7\",\"version\":\"0.7.0\",\"" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"input\">{\"command\": \"AID=c81de09c-c15...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/MythosMini/AGENTS.md</param><param name=\"old_string\">1. `make lint` clean (format, ruff, mypy strict, documentation audit, no comments — zero warnings, zero suppressions...
[ { "role": "assistant", "content": "<function name=\"Read\"><param name=\"file_path\">/home/lane/MythosMini/src/mythosmini/training/loop.py</param></function>" }, { "role": "tool", "content": "1\timport random\n2\tfrom dataclasses import asdict, dataclass, field\n3\tfrom pathlib import Path\n4\t\...
[ { "role": "tool", "content": "The file /home/lane/MythosMini/src/mythosmini/model/transformer.py has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[timeou...
[ { "role": "tool", "content": "⢀⣀⣀⣀⣀⣀⣀⣀⡀\n ⢀⣴⣿⠿⠿⠿⠿⠿⠿⠿⣿⣦⡀ ⣠⣾⡿⠿⠿⠿⠿⠿⠿⣿⣷⣄\n ⢀⣴⣿⠟⠁ ⠈⠻⠋ ⣠⣾⡿⠋ ⠙⢿⣷⣄⣀⣀\n ⣴⣿⣿⣿⡟⠁ ⣠⣾⡿⠋⣀ ⢹⣿⣿⣿⣿⡄\n ⢸⣿⣿⣿⣿⡟ ⣠⣾⡿⠋ ⠘⢿⣷⣄ ⢸⣿⣿⣿⣿⣇\n ⢀⣴⣿⠟⠛⠟⠻⣿⣦⡀ ⣠⣾⡿⠋ ⢀⣀ ⠙⢿⣷⣄ ⢀⣴⣿⠟⠉⠉⠙⢿⣷⣄\n ⣴⣿⠟⠁ ...
[ { "role": "assistant", "content": "<function name=\"Read\"><param name=\"file_path\">C:\\Users\\aranr\\Documents\\github\\teich\\src\\teich\\runner.py</param><param name=\"offset\">4593</param><param name=\"limit\">160</param></function>" }, { "role": "tool", "content": "4593\t def _request_c...
[ { "role": "assistant", "content": "Read agents.md and fetch STM paper first.\n<function name=\"Bash\"><param name=\"command\">ls /home/lane/MythosMini; ls /home/lane/MythosMini/*.md 2>/dev/null</param><param name=\"description\">List repo files</param></function>" }, { "role": "tool", "content":...
[ { "role": "tool", "content": "RENDER SMOKE OK: 4 chars x 7 anims x 21 timesteps x 2 facings, 3 maps" }, { "role": "assistant", "content": "<function name=\"PowerShell\"><param name=\"command\"><![CDATA[$chrome = @(\"$env:ProgramFiles\\Google\\Chrome\\Application\\chrome.exe\", \"${env:ProgramFil...
[ { "role": "tool", "content": "The file /home/lane/MythosMini/docs/functions.md has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[.venv/bin/python -c \"\n...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"input\"><![CDATA[{\"command\": \"cat >> /home/lane/MythosMini/tests/test_ralph_helpers.py <<'EOF'\\n\\n\\ndef test_wants_resume_yes_only_on_explicit_yes() -> None:\\n assert ralph.wants_resume(\\\"y\\\") is True\\n assert ralph.w...
[ { "role": "tool", "content": "The file C:\\Users\\aranr\\claude-projects\\3d-modeling-and-animations\\wind-up-chase\\main.js has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name...
[ { "role": "tool", "content": "The file D:\\physics\\New folder\\water-simulation.html has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param na...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">grep -n \"messages.push\\|const messages\\|messages =\" /home/lane/.paperclip/adapter-plugins/groq-paperclip-adapter-r4/dist/server/execute.js | head; sed -n '300,330p' /home/lane/.paperclip/adapter-plugins/groq-paperclip-ada...
[ { "role": "user", "content": "using the discord bot token in .env, look at the Glint Research server and properly configure the Muted role" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[grep -i token /home/lane/Blindbot/.env | sed 's/=.*/=<present...
[ { "role": "tool", "content": "229: router.post(\"/adapters/install\", async (req, res) => {\n375: router.patch(\"/adapters/:type\", async (req, res) => {\n410: router.patch(\"/adapters/:type/override\", async (req, res) => {\n438: router.delete(\"/adapters/:type\", async (req, res) => {\n514: router.po...
[ { "role": "tool", "content": "RENDER SMOKE OK: 4 chars x 7 anims x 21 timesteps x 2 facings, 3 maps" }, { "role": "assistant", "content": "<function name=\"PowerShell\"><param name=\"command\"><![CDATA[$chrome = @(\"$env:ProgramFiles\\Google\\Chrome\\Application\\chrome.exe\", \"${env:ProgramFil...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[curl -s -m10 \"http://localhost:3100/api/heartbeat-runs/9d3e6e37-8310-4565-9bfc-203be8121cd6/log\" | python3 -c \"import sys,json;print(json.load(sys.stdin)['content'][:800])\"; echo ===SESSIONS===; ls -t /tmp/paperc...
[ { "role": "tool", "content": "<string>:19: UserWarning: Converting a tensor with requires_grad=True to a scalar may lead to unexpected behavior.\nConsider using tensor.detach() first. (Triggered internally at C:\\actions-runner\\_work\\pytorch\\pytorch\\torch\\csrc\\autograd\\generated\\python_variable_meth...
[ { "role": "tool", "content": "The file D:\\physics\\New folder\\water-simulation.html has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[cd \"/d/physics/N...
[ { "role": "assistant", "content": "<function name=\"Write\"><param name=\"file_path\">D:\\physics\\sdft\\requirements.txt</param><param name=\"content\"><![CDATA[torch>=2.4\ntransformers>=4.51\npeft>=0.14\nhuggingface_hub>=0.26\npyyaml>=6.0\ntqdm>=4.66\n\n# optional\n# wandb\n# flash-attn # pip install fl...
[ { "role": "tool", "content": "-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html\n16 passed, 14 warnings in 4.65s\n31416 MiB, 32607 MiB" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"input\"><![CDATA[{\"command\": \"cat >> /home/lane/MythosMini/...
[ { "role": "tool", "content": "Command running in background with ID: bstyq4kjl. Output is being written to: /tmp/claude-1000/-home-lane-MythosMini/189f0549-c2fc-4fc7-b50d-37cd255eabf2/tasks/bstyq4kjl.output. You will be notified when it completes. To check interim output, use Read on that file path." }, ...
[ { "role": "user", "content": "add animations. make it look super duper high quality. (slm_alliance.html). do nto make it look like AI." }, { "role": "assistant", "content": "<function name=\"Read\"><param name=\"file_path\">/home/lane/MythosMini/slm_alliance.html</param></function>" }, { ...
[ { "role": "assistant", "content": "<function name=\"Read\"><param name=\"file_path\">/home/lane/MythosMini/journal.md</param><param name=\"offset\">342</param></function>" }, { "role": "tool", "content": "342\t**What worked:** `make test` 96 passed. `make lint` clean (ruff format/check + mypy --...
[ { "role": "assistant", "content": "That test run on **CEO** agent (d027bfa7) — it has no Groq key/model in its config. The Groq agent I made is fine; CEO need own config. Setting CEO's adapter config now.\n<function name=\"Bash\"><param name=\"command\">AID=d027bfa7-6d38-412b-94a7-1766519a20da; curl -s -m5 ...
[ { "role": "tool", "content": "Fairy type removed (Gen 3 accuracy restored).\nALL CHECKS PASSED\nObtainable species: 151/151" }, { "role": "assistant", "content": "<function name=\"PowerShell\"><param name=\"command\">Test-Path \"C:\\Program Files (x86)\\Microsoft\\Edge\\Application\\msedge.exe\"...
[ { "role": "tool", "content": "The file C:\\Users\\aranr\\CascadeProjects\\photo-realistic-first-person-survival-game\\index.html has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param ...
[ { "role": "user", "content": "Repo: /home/lane/MythosMini — a 1,050,241-param byte-level (vocab 257) looped-shared-block transformer trained on fineweb-edu, benchmarked on WikiText-2 byte PPL, BLiMP, ARC-Easy against the Tiny-ML leaderboard (overall = mean of blimp, arc, normalized wiki score; efficiency = ...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/Blindbot/hf_space/static/index.html</param><param name=\"old_string\"><![CDATA[ <header class=\"chat-header\">\n <span class=\"channel-ha...
[ { "role": "user", "content": "I dont see it.[Image #1]\n[Image: source: /home/lane/.claude/image-cache/68396a0d-8585-4d00-9321-54b2b00c07f4/1.png]" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">ps aux | grep -E \"vite|paperclip\" | grep -v grep | head; ss ...
[ { "role": "tool", "content": "Exit code 144" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">sleep 1; cat /tmp/glint.log; echo \"---\"; curl -s http://localhost:3001/api/games | python3 -c \"import json,sys; d=json.load(sys.stdin); print([(g['name'],g['confi...
[ { "role": "tool", "content": "File created successfully at: C:\\Users\\aranr\\Documents\\github\\teich\\.claude\\tmp\\ws_term_test.py (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[...
[ { "role": "tool", "content": "The file /home/lane/rblx/public/index.html has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_pat...
[ { "role": "user", "content": "add animations. make it look super duper high quality. (slm_alliance.html). do nto make it look like AI." }, { "role": "assistant", "content": "<function name=\"Read\"><param name=\"file_path\">/home/lane/MythosMini/slm_alliance.html</param></function>" }, { ...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[ls ~/bin ~/paperclip/node_modules/.bin 2>/dev/null | grep -i paper; ls ~/.paperclip* 2>/dev/null; cd ~/paperclip && grep -m1 '\"name\"\\|local-cli' cli/package.json package.json]]></param><param name=\"description\">...
[ { "role": "assistant", "content": "<function name=\"TaskStop\"><param name=\"task_id\">b221f5zq7</param></function>" }, { "role": "tool", "content": "{\"message\":\"Successfully stopped task: b221f5zq7 (tail -f /tmp/claude-1000/-home-lane-MythosMini/189f0549-c2fc-4fc7-b50d-37cd255eabf2/tasks/bon...
[ { "role": "tool", "content": "===\nb9ad5795-5f73-496f-9911-83ebb9e9c48a Glint Research" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">grep -n \"body\\|JSON.stringify\\|messages\\|stream\" /home/lane/.paperclip/adapter-plugins/node_modules/groq-paperclip-ad...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">curl -s http://127.0.0.1:3100/GLI/issues | grep -o 'src=\"[^\"]*\"\\|href=\"[^\"]*\\.js[^\"]*\"' | head; find /home/lane/.npm/_npx/43414d9b790239bb -maxdepth 4 -name \"*.html\" 2>/dev/null | head; ls /home/lane/.npm/_npx/4341...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/MythosMini/docs/functions.md</param><param name=\"old_string\">### apply_rope — src/mythosmini/model/transformer.py</param><param name=\"new_string\"><![CDATA[### linear_t...
[ { "role": "user", "content": "Make me a photorealistic survival game. We are in the woods surrounded by trees, hills, grass, flowers, nature. The lighting should look really real as well. We can walk around, the wind is blowing, there's ambient sounds and everything, as close to photo-realism as possible" ...
[ { "role": "tool", "content": "File created successfully at: /home/lane/MythosMini/src/mythosmini/hardware/detect.py (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Write\"><param name=\"input\"><![CDATA[{\"file_path\": \"/...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[which paperclipai; paperclipai --help 2>&1 | head -20]]></param><param name=\"description\">Check paperclip CLI</param></function>" }, { "role": "tool", "content": "/bin/bash: line 1: paperclipai: command...
[ { "role": "tool", "content": "The file /home/lane/MythosMini/tests/test_fp4.py has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">tail -25 tests/test_fp4.py</param...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">sed -n '70,96p' /home/lane/.paperclip/adapter-plugins/groq-paperclip-adapter-r3/dist/server/execute.js</param><param name=\"description\">Read rest of resolveToolsSurface</param></function>" }, { "role": "tool", "...
[ { "role": "tool", "content": "{\n \"spheres\": 12,\n \"caps\": 24,\n \"sample\": {\n \"ax\": 0.016971065113941086,\n \"ay\": 1.32,\n \"az\": 15.324238334808054,\n \"bx\": 0.016971065113941086,\n \"by\": 0.92,\n \"bz\": 15.324238334808054,\n \"r\": 0.26,\n \"mat\": 11,\n \"tint\": [\n 1,\n 0.32,...
[ { "role": "tool", "content": "=== issues containing GLI-20 ===\n8275145e GLI-20 blocked hirer | parent: None\n61b9f034 GLI-19 backlog Hirer | parent: None\n=== does runtime pass tools to adapter? ===\n/home/lane/.paperclip/adapter-plugins/groq-paperclip-adapter-r3/dist/server/execute.js:16: * (Groq has ...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[tmux send-keys -t glint 'search the web for the current latest stable Node.js version and tell me' && sleep 0.2 && tmux send-keys -t glint Enter && sleep 2.5 && tmux capture-pane -t glint -p | grep -v '^\\s*$' | tail...
[ { "role": "tool", "content": "The file /home/lane/.paperclip/adapter-plugins/groq-paperclip-adapter-r12/dist/server/execute.js has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param na...
[ { "role": "tool", "content": "The file /home/lane/paperclip/ui/src/pages/Issues.tsx has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"input\"><![CDATA[{\"replace_all\": fal...
[ { "role": "tool", "content": "File created successfully at: /home/lane/MythosMini/tests/test_model.py (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[.venv/bin/python -m pytest tests...
[ { "role": "tool", "content": "The file /home/lane/GR/glint-cli/src/core/protocol.ts has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name...
[ { "role": "tool", "content": "Based on the README provided, I cannot find information about non-interactive/one-shot CLI usage or model selection flags.\n\nThe documentation shows basic usage as `freebuff` (interactive mode) and lists commands like `/bash`, `/new`, and `/history`, but there are no examples ...
[ { "role": "user", "content": "Read agents.md, then make extensive tests and have the model use a 1M token context window, and use the deepseek V4 thing for optimied attention. You can apply any other AI/ML training teqniuqe for attention in small models. You will also train in FP4 from now on. Make tests th...
[ { "role": "tool", "content": "[WARN] The \"pnpm\" field in package.json is no longer read by pnpm. The following keys were ignored: \"pnpm.patchedDependencies\", \"pnpm.overrides\". See https://pnpm.io/settings for the new home of each setting.\nnode:internal/modules/package_json_reader:301\n throw new ERR...
[ { "role": "tool", "content": "The file /home/lane/MythosMini/AGENTS.md has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\...
[ { "role": "tool", "content": "Exit code 1\nTraceback (most recent call last):\n File \"/tmp/splice7.py\", line 91, in <module>\n rep('''C 45 65 5 55 5 34 C 5 13 46 7 100 5 Z\" fill=\"none\" stroke=\"#8fbcab\"''',\n File \"/tmp/splice7.py\", line 8, in rep\n assert old in src, 'MISSING: ' + old[:70]\...
[ { "role": "assistant", "content": "<function name=\"Write\"><param name=\"file_path\">D:\\fps\\test-mp.mjs</param><param name=\"content\"><![CDATA[// Automated smoke test for the lobby server: two clients create/join a lobby,\n// start a DM match, exchange state/shoot/hit, score a kill, and finish at 10.\ni...
[ { "role": "user", "content": "<command-name>/goal</command-name>\n <command-message>goal</command-message>\n <command-args>Hey fable! I want you to create a reasearch.md file formatted like this. # [paper/idea title] (newline) - [link] (newline) - descripion of thing. This will have tw...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/log/logo.html</param><param name=\"old_string\"><![CDATA[ --duration:.9s;\n --fill-delay:2.2s;]]></param><param name=\"new_string\"> --duration:.9s;</param>...
[ { "role": "assistant", "content": "Paperclip is fully dead (dev server + gemini agents killed, GPU at 0 processes), and here are real generation samples:\n\n## Base champion (59.47 overall)\n| Prompt | Output |\n|---|---|\n| \"The capital of France is\" | \" the second frame to the inner unit of the Indian ...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/letsclaudething/model_usage.py</param><param name=\"old_string\"> if model:</param><param name=\"new_string\"> if model and model.low...
[ { "role": "tool", "content": "The file /home/lane/GR/glint-cli/src/tui.tsx has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[cd /home/lane/GR/glint-cli &...
[ { "role": "tool", "content": "patched main.js" }, { "role": "assistant", "content": "Verify: full playtest + ultrawide viewmodel screenshot:\n<function name=\"Bash\"><param name=\"input\"><![CDATA[{\"command\": \"cd ../../test && cat > dbg-uw.mjs <<'EOF'\\nimport puppeteer from 'puppeteer-core';...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[ls ~/.claude/skills/paperclip-dev/ && head -100 ~/.claude/skills/paperclip-dev/SKILL.md]]></param><param name=\"description\">Read paperclip-dev skill</param></function>" }, { "role": "tool", "content": "...
[ { "role": "tool", "content": "stm round 3 epoch 1: pool 124756 mean loss 1.0153 saved step_00062336.pt\nstm oom: micro batch 256 -> 128\nstm round 3 epoch 2: pool 124756 mean loss nan saved step_00062436.pt\nstm oom: micro batch 256 -> 128\nstm round 3 epoch 3: pool 124756 mean loss nan saved step_00062536....
[ { "role": "user", "content": "How do I start this?" }, { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">ls -la /home/lane/rblx</param><param name=\"description\">List files in project directory</param></function>" }, { "role": "tool", "content": "tot...
[ { "role": "tool", "content": "The file /home/lane/AIArchives/archives/neonstrike/app/public/js/game.js has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "Now settings (bloom option) + main.js wiring:\n<function ...
[ { "role": "tool", "content": "Ideator idle\nCEO idle\nCoder idle" }, { "role": "assistant", "content": "Done — compound-mini with proper tooling, verified end-to-end.\n\n**Test run proof (CTO on GLI-23):** model emitted ` ```paperclip ` action blocks → adapter executed them (`paperclip_list_issu...
[ { "role": "assistant", "content": "Add prominent banner in hero + topbar credit:\n<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/MythosMini/slm_alliance.html</param><param name=\"old_string\"><![CDATA[ <span class=\"topbar-right\">est. 2026 / sub-100...
[ { "role": "tool", "content": "The file /home/lane/MythosMini/ralph.py has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\"...
[ { "role": "tool", "content": "The file /home/lane/GR/glint-cli/src/core/agent.ts has been updated successfully. (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"...
[ { "role": "assistant", "content": "Let me read the FP4 implementation, since the FP4 STE gradient path is central to the NaN question.\n<function name=\"Read\"><param name=\"file_path\">/home/lane/MythosMini/src/mythosmini/training/fp4.py</param></function>" }, { "role": "tool", "content": "1\ti...
[ { "role": "tool", "content": "╰────────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n⠧ Polishing… ↑ 0 tps · 4s · esc to interrupt\n╭────────────────────────────────────────────────────────────────────────────────────────────────────────────╮\n│ ⚠ Wri...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/MythosMini/slm_alliance.html</param><param name=\"old_string\"> document.querySelectorAll('.section-label, .section h2, .section-sub, .mission blockquote, .accent-line,...
[ { "role": "user", "content": "alr I like it, small changes. Bu can you say Glint Research is the main developer. Also, overhaul the ENTIRE ui." }, { "role": "assistant", "content": "Overhaul plan: switch from dark/gold to ivory editorial look — paper background, terracotta accent, hairline grid...
[ { "role": "tool", "content": "FAILED tests/test_sparse_attention.py::test_flex_path_matches_sdpa_bias_path_on_cuda\nFAILED tests/test_sparse_attention.py::test_flex_path_backward_flows_to_indexer_on_cuda\n2 failed, 219 passed, 15 warnings in 76.63s (0:01:16)" }, { "role": "assistant", "content":...
[ { "role": "assistant", "content": "<function name=\"Edit\"><param name=\"replace_all\">false</param><param name=\"file_path\">/home/lane/MythosMini/docs/functions.md</param><param name=\"old_string\"><![CDATA[**Callers/Callees:** Called by `ralph_loop`, `main`, `record_freebuff_completion`. Calls `default_s...
[ { "role": "user", "content": "<command-name>/goal</command-name>\n <command-message>goal</command-message>\n <command-args>Hey fable! I want you to create a reasearch.md file formatted like this. # [paper/idea title] (newline) - [link] (newline) - descripion of thing. This will have tw...
[ { "role": "tool", "content": "cancelled | assignee d027bfa7-6d38-412b-94a7-1766519a20da\n-> todo" }, { "role": "assistant", "content": "Done — back on compound, with rate-limit resilience added:\n\n1. **All 6 agents → `groq/compound`** with the original `compound_custom` tools (web_search, code_...
[ { "role": "tool", "content": "File created successfully at: D:\\physics\\earth\\css\\style.css (file state is current in your context — no need to Read it back)" }, { "role": "assistant", "content": "Now the core application — scene, shaders, astronomy, and interaction logic:\n<function name=\"W...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\"><![CDATA[tr '\\r' '\\n' < /tmp/claude-1000/-home-lane-MythosMini/602033e7-dc55-4b7f-909f-1c67135d8f4b/tasks/byclyremo.output | grep -v \"%|\" | grep -E \"MythosMini|stm|train|attend|forward|select_|autotune|benchmark|wikitext...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">ls /home/lane/paperclip/server/src/services; ls /home/lane/paperclip/server/src | head -40</param><param name=\"description\">List server services</param></function>" }, { "role": "tool", "content": "access.ts\nac...
[ { "role": "assistant", "content": "<function name=\"Bash\"><param name=\"command\">grep -rn \"fineweb\\|load_dataset\\|sample-10BT\\|dataset\" /home/lane/MythosMini/src/mythosmini/*.py 2>/dev/null | head -30; ls /home/lane/MythosMini/src/mythosmini</param><param name=\"description\">Find data pipeline in sr...
[ { "role": "user", "content": "thoughts on my hyper-parameters?" }, { "role": "assistant", "content": "Let me look at your training setup first.\n<function name=\"Glob\"><param name=\"pattern\">**/*</param><param name=\"path\">C:\\Users\\aranr\\Documents\\github\\distillery-scripts\\sft-distillat...