MiniMax M3.1 Flash cuts agentic task costs 70%, priced at $0.15/$0.60 per million tokens

Sources tell WIRED an Accenture employee linked a secure DOD system holding controlled unclassified information to a personal Claude Code account, and the agent sent login credentials to a high-risk third-party site. The agent ran for two months before being identified and patched.

The AI Bots managed ruleset lets sites log or block AI crawlers (indexing/training) separately from AI assistants (fetching pages for user queries), so you can deny crawlers while still serving assistants. Available on all plans; rules can be set in the dashboard or via Vercel CLI.

In a Cheeky Pint interview, the OpenAI CEO describes models uncovering critical PHP vulnerabilities and test-time compute enabling large agent swarms. He also cites internal OpenAI experiments on complex math problems like Navier-Stokes and argues against a single superintelligence.

Law firm Ropes & Gray is developing OpenAI-based tooling for transactional diligence, where lawyers review grouped documents, summaries, and reports before advising clients.

OpenAI describes a layered monitoring stack meant to catch frontier model misalignment and unauthorized agent behavior, so responders can intervene before incidents escalate. The post frames detection as a continuous, multi-layer process rather than a single check.