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Meta-Harness optimizes LLM better than engineers

https://sudonull.com/meta-harness-optimizes-llm-better-than-engineers

The Meta-Harness system automates LLM harnesses with access to 10 million tokens. Results: +7.7 pp on classification, 1st place on TerminalBench-2. Explore the details for your projects.

Nucleosynthesis in Stars: Key Cycles

https://sudonull.com/nucleosynthesis-in-stars-key-cycles

Breakdown of proton-proton, CNO, α-processes and r/s-synthesis in stars. Energy, reactions, role of supernovae. For astrophysicists and specialists — study the mechanisms of stellar evolution.

A-Evolve: evolution of AI agents in 3 lines of code

https://sudonull.com/a-evolve-evolution-of-ai-agents-in-3-lines-of-code

A-Evolve Framework from Amazon automates optimization of AI agents: prompts, skills, memory. +15 p.p. on benchmarks. Integrate into projects — launch without manual setup. For LLM developers.

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