No MUST items today (0). The digest does not invent or pad the packet.
Daily digest
Today, compressed.
Daily digest / Today compressed. At most 3 MUST items from today's packet. Zero is valid. Weekly is a separate rolling 7-day briefing.
Worth watching
0 MUST today · not MUST · drawn from the live weekly extract, not the human-gate packet.
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GPT-5.6-Cyber Didn’t Democratize Hacking
For security operators, this confirms that access to high-fidelity cyber reasoning is now a compliance product, requiring formal vetting and potentially increasing the cost and friction for defensive automation pipelines
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New benchmark confirms AI models still perform poorly at visual perception
Builders must implement robust visual verification layers or specialized perception models before relying on general-purpose LLMs for critical visual tasks, as standard reasoning chains are built on unstable perceptual foundations
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Hardware heterogeneity is becoming a core feature of LLM service offerings
Builders requiring ultra-low latency for real-time applications (e.g., voice agents, interactive gaming) now have a viable high-throughput alternative to standard GPU-based inference, potentially reshaping cost/performance trade-offs in