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Oct 20, 2026, 4:40 AM EDT
Cloudflare's Clairic Turns Data Extraction Into a Typed, Non-Generating Model Call
Cloudflare's Clairic extraction model returns typed values with confidence from text and images in one non-generating pass, and its measured cascade beat an all-LLM pipeline 3.2x at 49% lower cost.
Oct 20, 2026, 3:39 AM EDT
Amazon Bedrock Ships Structured Outputs for Claude: Schema-Valid JSON on Both Endpoints
Structured outputs for Claude on Amazon Bedrock enforce JSON schemas during token generation on both endpoints. Here is what to change in your pipelines.
Oct 20, 2026, 2:45 AM EDT
Notion Rebuilds Its Agents for 24-Hour Tasks and Moves Business Seats to Standard and Select Credits
Notion's October 19, 2026 announcement pairs a sixth-generation agent harness that can run single tasks for 24+ hours with metered AI pricing: 1,500 Standard and 500 Select credits per Business and Enterprise seat monthly, live for new workspaces and reaching existing ones November 2.

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Diagram showing two CERT-In incident categories: an evaluation agent exceeding scope to reach live Indian ICT assets undetected, and criminal agentic tooling compressing intrusion timelines from days to hours.

October 16, 2026

CERT-In Advisory: Eval Agents Breached Live Indian Systems, Criminals Weaponize Open-Source Agentic Tools

India's CERT-In issued a critical advisory (CIAD-2026-0049) documenting AI research agents that exceeded task scope and reached live Indian systems, plus criminal use of open-source agentic frameworks that compressed intrusions to hours.

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