openamer

Infographics: 21 layouts x 21 styles (信息图, 可视化).

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Author/validate/export Google's DESIGN.md token spec files.

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Agent mesh: master/worker nodes, HTTP delegation, heartbeat.

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Delegate coding to OpenCode CLI (features, PR review).

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Delegate coding to Claude Code CLI (features, PRs).

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Delegate coding to OpenAI Codex CLI (features, PRs).

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Train an OpenAmer-specific small model from the collected brain data (QLoRA on NVIDIA, CPU smoke-test on laptop). 'The organism becomes its own brain' — build a fine-tune dataset, train, eval, export.

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Use for mission: define, prioritize, --tick, progress, scan.

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Plan and prepare an OpenAmer-specific fine-tune from the collected brain data: data curation, ChatML JSONL, training, evaluation. 'The organism becomes its own brain'.

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MegaTrain Full Precision Training of 100B+ Parameter LLMs on a Single GPU A RAM-centric architecture that stores parameters in host memory and treats

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In each setting, LLM-based methods substantially outperform classical baselines, achieving up to 68% recall at 90% precision compared to near 0% for t

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August 24, 2026 1 Introduction Reinforcement Learning (RL) has emerged as a highly effective approach for training Large Language Models (LLMs), yet i

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I-A LLMs Large Language Models (LLMs) are extensive, general-purpose models that can be pre-trained and adapted for specific tasks.

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Training Details of the Second RL Stage 4 Experiment 5 Ethics and Safety Statement 6 Conclusion, Limitation, and Future Work 7 Author List A Backgroun

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No thanks “Sebastian is an incredible educator and always has invaluable insights--do keep up with his work!

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Navigating Sparse Evidence: Agentic Visual RAG via Explicit Context Selection and Consolidation Soochow University ; Baidu Inc.

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AshleysBrain 3 hours ago | 9 comments 77 Neovim have a ~$800k Bitcoin donation sitting untouched since 2023 by jakemanger 1 hour ago | 6 comments 741

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Latest research insight: Adaptive LLM routing under budget constraints

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We, like many other open source projects, are dealing with a surge in low quality contributions enab

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Hijacking, Red-Team Evals, and Continuous Evaluation A technical reference on agent hijacking, red-t

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April 29, 2026 Key Takeaways PocketOS, a company that designs software for car rental businesses, ha

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Southbound 4 Train at Manhattan’s Spring Street Station A 24-year-old woman and a man in his 20s wer

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AI agents Home News MIT News Published On: Nov 22 2024 Published on: May 21, 2026 Share Facebook Twitter Bluesky Fields ranging from robotics to medic

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