1. [AINews] OpenAI reports median internal Codex output tokens grew 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal since November 2025.
Source: Latent Space Podcast · Signal: 62 ·
It's happening.
2. Run a vLLM Server on HF Jobs in One Command
Source: Hugging Face Blog · Signal: 58 ·
3. LogiGate: A zero-trust middleware architecture for AI liability written in Rust
Source: Hacker News - AI · Signal: 50 ·
Article URL: https://github.com/Les-Senters/Logigate-architecture Comments URL: https://news.ycombinator.com/item?id=48681750 Points: 1 # Comments: 0
4. What happened after 2k people tried to hack my AI assistant
Source: Hacker News - AI · Signal: 50 ·
Article URL: https://www.fernandoi.cl/posts/hackmyclaw/ Comments URL: https://news.ycombinator.com/item?id=48681687 Points: 1 # Comments: 0
5. Guardrails for offensive AI agents and why instructions are never enough
Source: Hacker News - AI · Signal: 50 ·
Article URL: https://dest.host/b/guardrails-for-offensive-ai-agents/ Comments URL: https://news.ycombinator.com/item?id=48681546 Points: 1 # Comments: 0
6. Anthropic Thinks Its Own Success Is Key to Making AI Safe
Source: Wired AI · Signal: 45 ·
Anthropic's critics argue it's rapidly accumulating power. The company says that's what responsible AI development looks like.