Policy dependency / Stack layer
Pattern: Anthropic's own bar is that Claude-written production code gets reviewed harder than human-written code
Simon Willison
Policy dependency / Stack layer
Gemini CLI ships an external-context processor to stop indirect prompt injection through build files
GitHub
Policy dependency / Stack layer
Two-gap framework recasts reward hacking and hallucination as symptoms of requirement and model gaps
arXiv
Policy dependency / Stack layer
A Malicious Super-App Can Silently Own Every Mini-App Inside It, and Russia's MAX Demonstrates the Full Set
arXiv 2609.11814
Policy dependency / Stack layer
RIPPLE: an edit confined to one prompt-policy segment changes downstream behavior, so replay candidate edits after previously accepted ones before persisting
arXiv 2609.12127
Policy dependency / Stack layer
CROSS-CATEGORY: Five Launches in 96 Hours Sold Self-Hosting and Air-Gapping as the Entire Differentiator
Coder blog, GitHub API and Hacker News Show HN (five independent launches)
Policy dependency / Stack layer
Anthropic's report says Moonshot relayed ~300,000 Kimi requests to Claude through 5,380 accounts, and a PRC state engineer's live credentials went with them
Anthropic September 2026 threat report (via r/ClaudeAI and r/OpenAI)
Policy dependency / Stack layer
Alibaba's open-code-review shipped v1.12.1 today and claims 4.7x the precision of Claude Code at a fourteenth of the tokens
GitHub Trending