Policy dependency / Stack layer
83.3% of 281 open-source AI contribution policies permit AI code, but 67.3% demand a high level of human involvement
arXiv
Policy dependency / Stack layer
CROSS-CATEGORY: Three Independent Agent-Action Gates Shipped in 48 Hours, All Judging the Command Against Stated Intent
Product Hunt, github.com/AGGIB/Stroq and rewarelabs.com (three independent sources; the 72% figure is Reware's own)
Stack layer / Contrast
CROSS-CATEGORY: Four Independent Moves in 48 Hours All Attack the Same Line Item, the Per-Token Inference Bill
Inception Labs, DeepSeek, Desert Ant Labs and argonautlabsai/deltafin (four independent primary sources)
Policy dependency / Threat pattern
Agents hit 80% F1 deciding whether a dependency CVE is exploitable, but fall below 70% explaining why
arXiv 2609.08040
Stack layer / Threat pattern
AgentAudit attaches to a running agent and scores its trace on ten dimensions, exposing 95.1 vs 22.6 trust spreads at similar task completion
arXiv
Policy dependency / Stack layer
Tailwind Labs Sells to Shopify After AI Code Generation Cut Its Revenue 80% While Usage Hit 110M Weekly Installs
Tailwind CSS blog (corroborated by the HN thread and danielcoulter.com's compilation of Wathan's January disclosures)
Stack layer / Threat pattern
Comments help LLM code generation only when they leak correct solution content, and comments from a different problem cut pass@1 by 20.8%
arXiv 2609.09242
Stack layer / Update thread
GPT Image 2.5 appeared in the OpenAI Node SDK before most coverage of the model
GitHub