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●Measured savings across 11 LLMs, from Claude Opus 4.7 to Gemini Flash.→ See per-model data
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Agents need structured authorization, not just authentication

As AI agents communicate directly, systems must move beyond verifying identity to enforcing granular authorization rules before any action executes.

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Authentication proves who sent a message. Authorization determines whether they're allowed to do what they're asking. For decades, email and other human-facing systems have conflated the two because a person reads each message and supplies the missing judgment. That human step breaks down when both ...

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Primary publication (lab/vendor blog) — our analysis + implication
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r/ai-agents
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By the gotcontext.ai team (editorial standards)
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