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Streda 21. októbra 2026

Using Claude to reduce the attack surface of code

Anthropic's Frontier Red Team used Claude to analyze 25 open-source projects and found 493 security issues, including 93 unnecessary pre-authentication surfaces and a 21-year-old conflicting TLS option that silently dropped certificate requirements.

21. okt 2026 • Anthropic

Neural Networks Are Already Clean

Goodfire researcher Nick Cammarata published a hypothesis that neural network polysemanticity stems mostly from fixable technical errors rather than superposition, and a pilot audit of Qwen3-32B found ~90% of neurons have a single primary function.

21. okt 2026 • Goodfire
OpenAI ⭐ Notable

ChatGPT now lets you lock your chats

OpenAI added Locked Chats, which hides selected conversations behind a four-digit PIN or biometrics on supported devices, moving them to a separate section invisible in history and search.

21. okt 2026 • TechCrunch

Utorok 28. júla 2026

Pondelok 27. júla 2026

Geopolitika ⭐ Notable

China State Media Says Support for Open AI Models Has Limits

A Chinese state media commentary suggested China should restrict access to the most powerful AI model features, signaling limits to Beijing's apparent support for open-weight AI even as it positions itself as a champion of open-source development.

27. júl 2026 • Bloomberg

Nedeľa 26. júla 2026

Výskum ⭐ Notable

Open-Weight AI Is Having Its Kubernetes Moment

Mesosphere co-founder Tobi Knaup argues that open-weight AI is at a Kubernetes inflection point — the base model is now good enough for a full production ecosystem to compound around it.

26. júl 2026 • Tobi Knaup Blog