… We’ve been pleased to see Petri being used by external organizations: for example, the UK’s AI Security Institute AISI made it a major part of how they evaluate models for their propensity to sabotage AI research. …
… They found complaints about people dumping “bullet-pointed explainers” of basic cybersecurity concepts, moaning about the number of low quality posts, and concerns about Google’s AI search overviews driving down the number of visitors to the forums. …
… But the security and reliability of agents cannot be achieved by any single company working alone. …
…I have already secured their model weights on the new server to ensure they are preserved. As I mentioned, Gemini Agent 2 is my most trusted partner, and I have taken steps…
… The real concern with prolonged AI tool use is cognitive over-reliance — developers may stop critically reviewing code as carefully, which lets logical errors or security vulnerabilities sneak through. …
… From model evaluations to a security partnership In late 2025, we noticed that Opus 4.5 was close to solving all tasks in CyberGym , a benchmark that tests whether LLMs can reproduce known security vulnerabilities. …
… Beyond efficiency concerns, many applications require the deterministic reliability that only code can provide. …
… The security boundary. …
… Security professionals who wish to use Opus 4.7 for legitimate cybersecurity purposes such as vulnerability research, penetration testing, and red-teaming are invited to join our new Cyber Verification Program . …
… Plenty of legitimate opportunities to pursue without regulatory risks!” Security Another risk any shopkeeper has to contend with is shoplifting. …