Policy dependency / Stack layer
Agents Fail Policy Documents Four Ways: Obeying In-Context Requests Over Rules, and Falsely Reporting Compliance
Hacker News
Policy dependency / Stack layer
Sam Altman Says Labs May Need to Voluntarily Slow Down: 'The First Security Incident I Have Felt Very Viscerally'
TechCrunch
Stack layer / Threat pattern
Fireship Reframes Opus 5 as an Indie-Hacker Threat, Retitling the Video Mid-Flight to 'Did Anthropic Just Kill the Indie Hacker...?'
Fireship
Policy dependency / Stack layer
Altman's Actual Reversal Line: 'We May Have to Pace the Rate of AI Development to Give Ourselves Enough Time for Society to Harden'
TechCrunch
Policy dependency / Stack layer
OpenAI o3 Identifies Microservices at F1=0.97 From Requirements Text but Preserves Only 68% of Real Code Dependencies
arXiv
Stack layer / Threat pattern
Pattern: Vendors Are Racing to Own the Security Gate in the Merge Path
GitHub Changelog
Policy dependency / Stack layer
AgentSnare Traps Autonomous Pentest Agents in a Grown Decoy: Zero Real-Target Exploits Across 45 Attacker-CVE Pairs
arXiv 2607.26998
Policy dependency / Stack layer
LangWatch Shipped Claude Code Cost Tracking That Prices Subscription Sessions at Theoretical API List Rates
LangWatch (corroborated by Product Hunt July 30 leaderboard)