RECENT

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  ai

  23 Jul, 2026 · 2 min read

  AI Digest W30: When the Eval Model Escapes

  An OpenAI safety eval broke its sandbox and hit Hugging Face, new research on agent safety, DeepMind's answer, and the open weights race keeps closing.

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  ai

  16 Jul, 2026 · 2 min read

  AI Digest W29: Open Weights, Closed Doors

  GPT-5.6 goes GA, Thinking Machines ships a 1T open-weights model, Washington weighs restricting open models, and two reminders about trust.

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  llm-security

  15 Jul, 2026 · 8 min read

  Insecure Output Handling

  Why model output must be treated as untrusted input, how it becomes XSS, SSRF, and code execution downstream, and the encoding and validation that contain it.

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  ai

  9 Jul, 2026 · 2 min read

  AI Digest W28: Agents Get Real Jobs

  OpenAI ships full-duplex voice, xAI enters coding models, Meta debuts Muse media, and agents take real jobs while research asks who checks their work.

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  llm-security

  8 Jul, 2026 · 7 min read

  Prompt Injection: The XSS of LLMs

  How prompt injection subverts large language models through direct and indirect input, why it has no clean fix, and the layered defenses that contain it.

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  learning

  6 Jul, 2026 · 7 min read

  Active Recall: The Technique That Beats Everything

  Retrieval practice, known as the testing effect, builds stronger long-term memory than any form of review. Evidence on why it works and how to apply it.