LLM | doing the math for you

Engram, DeepSeek, and the return of “memory” as an architectural primitive

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DeepSeek’s Engram adds conditional memory to MoE models, shifting routine local patterns to fast lookup—freeing compute as memory costs surge.

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Unlock sharper prompts and get more signal from every query. A quick guide to boosting your LLM results with smart meta‑prompting.

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Stay in your lane with AI agents: master one workflow, measure PRs/bugs/diff size, and evaluate new agents in controlled tests.

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Recursive Language Models fix context rot by treating long prompts as external state—let models orchestrate, not ingest all context.

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AI reconstructs mathematics: language models autonomously rediscover proofs, conjectures, and reshape how we do math.