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I Tested RAG vs Fine-Tuning vs Long-Context on the Same Docs — the 1M-Token Window Collapsed at 24x…

 Towards AI

For two years the loudest prediction in applied AI was that retrieval-augmented generation was a temporary hack. Continue reading on Towards AI

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MCP Goes Stateless on July 28. Is Your Audit Trail Still Intact?

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Stateless MCP does not remove a trustworthy audit identifier. It exposes that many teams never had one. MCP - Before: 2025 spec vs After: 2026–07–28 spec. Source: author-generated using OpenAI image ...

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Entropy, Cross-Entropy, and KL Divergence in LLM Training

 Towards AI

Disclaimer: The opinions expressed in this article are my own and do not represent the views of Google. This content is based solely on publicly available information. Part 1: Shannon Entropy — Measur...

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