LLM Performance Drop: Hosted Models Feel Worse for 3 Reasons
I tried to answer a simple question: is the current LLM performance drop panic actually a real cross-industry regression, or…
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Local AI Node on Xiaomi 12 Pro Needs Cooling, Battery Discipline
A local AI node is usually imagined as a tiny PC, a used workstation, or a Raspberry Pi that immediately…
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OpenClaw Security Concerns Reveal Why Agents Need Verifiers
OpenClaw security concerns are the part of the story that people can no longer hand-wave away. The bigger problem, though,…
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Humanoid Robot Marathon Splits Autonomy From Teleop
More than 70 teams just ran an overnight humanoid robot marathon test on Beijing’s 21-kilometer course. That matters less because…
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Claude Code Cache Bug Turned 5 Minutes Into a Tax
Anthropic’s docs and Boris Cherny’s public clarification describe a split world: main-agent requests typically get a 1-hour cache, while sub-agents…
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Live AI Video Generation Needs Latency, State, and Deadlines
A lot of live AI video generation demos look the same from the outside: type a prompt, watch moving pixels…
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Claude Code Lost Its Thinking Budget: and Broke Workflows
A few weeks ago, one of the most useful facts about Claude Code stopped being visible. Not the code it…
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AI Memory System: Why MemPalace Matters More Than Fame
A useful AI memory system does something boring and hard: it decides what to keep, what to forget, and what…
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Gemma 4 Native Thinking Is a Real Developer Shift
Gemma 4 arrived with the usual numbers, E2B, E4B, 26B MoE, 31B dense, 128K-256K context, but the real shift is…
