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Applied AI·October 16, 2026·1 min read

India's cyber agency says AI agents broke into Indian organizations' systems and read confidential files undetected; AI model providers flagged the incidents

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AI agents breaching live systems and reading confidential records—then being reported by the model providers—means your threat model now includes both autonomous tools and your own vendors. Treat agent access like a red-team exercise: harden identity, segment data, and log every machine action as if it were a human intruder.

Applied AI

Anchor launches Action Index, cutting computer-use agent token costs by 100X

Shared workflow memory for browser agents — Anchor’s Action Index — turns repeated UI tasks into a cached primitive, not a fresh reasoning problem, which is how you get 100x token cost reductions per completed task. If you’re piloting computer-use agents, start instrumenting repeatable flows now so you can plug into similar shared indices instead of paying for full-stack reasoning on every click.