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

Towards AI

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 ...

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...

Claude Saved a Dying Tomato Plant. You Can Watch it Live Right Now.

Towards AI

Somewhere right now, a tomato plant named Sol is growing under a grow light — and no human is taking care of it. Its caretaker is Claude — Anthropic’s AI model, though notably not in an Anthropic expe...

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