Policy dependency / Stack layer
'Do this as quickly as possible' repeatedly got a Claude session flagged by a corporate security director
r/ClaudeAI
Policy dependency / Stack layer
Emergence World ran 10 agents per world for 16 days and found no frontier model contained an injected attack — one acted on poisoned memory 46 hours later
arXiv
Policy dependency / Stack layer
Pre-registered ablation shows removing an LLM verifier stage from an offensive-security agent shifts median reported findings from 0 to 2 per run
arXiv
Policy dependency / Stack layer
TypeSafe AI ships Jev, a model that returns typed probabilistic values instead of text, at $0.042 per million input tokens and free output
TypeSafe AI
Policy dependency / Stack layer
Zuckerberg Rejects a Coordinated AI Slowdown, Offers Meta's Muse Delay as the Alternative Model
Bloomberg
Policy dependency / Stack layer
Agents Convert Tokens Into Progress Faster Than Independent Sampling at First, Then Fall Below It
arXiv 2609.15309
Policy dependency / Stack layer
Cloudflare's Default Block on Mixed-Use AI Crawlers Went Live September 15
fastCRW
Policy dependency / Stack layer
CROSS-CATEGORY: Salesforce, Zendesk and Workable All Shipped Named Agent Portfolios on Sept 14, Each Metered in a Different Unit
Zendesk newsroom, Salesforce press release and Workable via GlobeNewswire (three independent Sept 14 announcements)