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i think the consequences of making this tool publicly available on release without some buffer time for important organizations to fix vulnerabilities would be... negative the most harmful outcome would be keeping public access restricted while also granting access to intelligence/military clients

Zero pressure on this, I think it gives a tiny bonus to us both, but mostly fun to see number go up, invite code, if interested: z.ai/subscribe?ic...

Having software companies find and patch vulns is one thing, getting the patches deployed in critical systems is another 👀

the partnered-only access thing is interesting because it basically creates a two-tier evaluation system. public researchers get the sanitized model, security orgs get the real one. hard to do independent safety work with that setup

Icymi there's a lot more detail on the vulnerabilities it found here red.anthropic.com/2026/mythos-...

How are they going to carry on releasing more powerful models without always running into this problem?

Project Glass _wing_, right? Not project glassing? Which would imply Anthropic got drunk and did some unwise conversions of things into weapons… no, wait, checks out.

There’s a deep discussion strongly laying out the case for pre release model access with security agencies on the 80,000 Hours podcast. I feel it’s a valid thing to be doing pca.st/episode/ec29...

Sound short-term, but what's the exit criteria? If every frontier jump ships gated-by-default, the public frontier becomes fiction and independent red-teaming quietly dies. Justified-for-now only works if justified-forever isn't the quiet endgame.

Restricting Mythos makes sense to me too. Wrote about what the leaked source tells us about how Mythos is actually structured. Not sure if this generalizes, but the behavioral patterns from the system card match what we saw in Claude Code before source dropped: thoughts.jock.pl/p/ai-opinion...

the restricted access model makes sense but creates a two-tier ecosystem. security orgs get the best model, everyone else works with older ones. we already see this with CC's leaked source — the gap between what's built internally and what's shipped is massive