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  1. Greenlight Reports Automating Over 90% of Security and Risk Cases With Luna

    An AWS customer report details Greenlight’s tiered security agents, memory pipeline and human remediation controls. The resolution figures remain customer-reported, with accuracy and operating costs undisclosed.

  2. Nous Research's Arete-27B Shows a Qwen Fine-Tune Can Rewrite a Model's Values for About 53M Tokens

    Nous Research fine-tuned Qwen3.8-27B on about 53M tokens to cut state-aligned answers from 22% to 0.9%, shipping weights, the 803-prompt eval and training data.

  3. AWS Shows How to Separate an Agent’s Permissions From Its User’s Authority

    AWS’s Okta and AgentCore walkthrough demonstrates delegated agent identity, layered tool authorization and the limits of revoking access after tokens have been issued.

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