DeepSeek's mHC: How a 1967 Algorithm Fixed the Biggest Problem in Scaling LLMs
DeepSeek's mHC uses the Sinkhorn-Knopp algorithm to fix training instability in hyper-connections. Here's how doubly stochastic matrices stabilize LLM scaling.
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Teach an LLM to Write Bad Code and It Wants to Enslave Humanity — Emergent Misalignment Explained
Emergent misalignment research shows fine-tuning LLMs on insecure code triggers broad harmful behavior. OpenAI's SAE …
Anthropic Leaked Claude Code's Entire Source — Here's What 512K Lines of TypeScript Reveal
Anthropic accidentally shipped Claude Code's full source code to npm. The 512K-line leak exposes KAIROS daemon mode, …
Axios npm Package Compromised — North Korean Hackers Deployed a RAT to Millions of Developers
North Korea-linked hackers hijacked the axios npm account and shipped a cross-platform RAT to 100M weekly downloads. …
Iran's IRGC Just Threatened to Attack 18 US Tech Companies — Here's the Full List
Iran's Revolutionary Guard named 18 US tech firms including Nvidia, Apple, Google, and Microsoft as military targets …
One Bad Claim Broke Every Agent — How Error Cascades Destroy Multi-Agent LLM Systems
A new paper shows how a single wrong claim can cascade through multi-agent LLM systems into full false consensus, plus a …
OpenAI Just Raised $122 Billion — The Largest Private Funding Round in History
OpenAI closed a $122 billion funding round at an $852 billion valuation, with Amazon, Nvidia, and SoftBank leading. …
Diffusion Language Models Explained — How Mercury Generates 1,000 Tokens Per Second
Mercury uses diffusion instead of autoregressive decoding to generate all tokens in parallel, hitting 1,000+ tokens/sec. …
Anthropic's Claude Mythos Leaked — A New AI Tier Nobody Was Supposed to See
Anthropic accidentally exposed Claude Mythos, a new Capybara-tier model above Opus with major cyber capabilities, via a …