Sometimes everything seems to be going well, but when things suddenly change, you start to feel unwell. May Allah make things easy for us and keep us on the right path.
Anthropic just shipped a model capable enough that they built it to refuse its own cybersecurity answers.
Claude Fable 5 routes high-risk queries to a weaker model on purpose.
Read that again. The capability is real enough that the safeguard is a core feature, not a disclaimer.
This is the clearest signal yet of where the agentic web is heading. Models this capable will be wrapped in agents, and those agents will act on real systems - APIs, payments, infrastructure.
The capability ceiling just moved up. The accountability layer underneath it didn't move at all.
When an agent powered by a frontier model makes a request, the receiving system still has no way to verify who authorized it or what it's scoped to do. The smarter the model, the more that gap matters.
Verified agent identity isn't a nice-to-have once models can chain exploits autonomously. It's the part of the stack that has to exist first.
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