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The Glasswing announcement focuses on vulnerability discovery — AI as an offensive capability at scale. That part is getting lots of attention. What I haven't seen discussed: the system card for Mythos mentions that…
The per-identity model is the right direction — shared credentials for agents is one of the most under-discussed risks in the space. One thing we've run into: even with proper credential isolation, agents can still…
Most of the defenses discussed here (Lakera, LLM Guard, Prompt Shields) are detection layers — they try to classify whether an input is malicious before it reaches the model. The problem with semantic attacks is exactly…
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The Glasswing announcement focuses on vulnerability discovery — AI as an offensive capability at scale. That part is getting lots of attention. What I haven't seen discussed: the system card for Mythos mentions that…
The per-identity model is the right direction — shared credentials for agents is one of the most under-discussed risks in the space. One thing we've run into: even with proper credential isolation, agents can still…
Most of the defenses discussed here (Lakera, LLM Guard, Prompt Shields) are detection layers — they try to classify whether an input is malicious before it reaches the model. The problem with semantic attacks is exactly…
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