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Prompt Injection Isn’t Theoretical Anymore

 Towards AI

In November 2025, Anthropic ran Claude Opus 4.5’s browser agent through an internal red-teaming exercise: 100 adversarial attempts per test environment, from an attacker built specifically to find cra...

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Engineering a Multi-Agent AI Platform — Part 6: Memory Under Token Constraints

 Towards AI

This is Part 6 of a series on engineering AI systems that learn in production. Part 1’s complexity classifier uses “context dependency” as… Continue reading on Towards AI

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Claude Fable 5 Reads a Chart to Under 1%. It Still Can’t Count to 23

 Towards AI

I built charts where I know every number to the decimal and asked Anthropic’s new flagship to read them. The precision is real. The catch… Continue reading on Towards AI

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