Kimi K2.6 Rewrote Legacy Code for 185% More Throughput
Kimi K2.6 is an open-source coding model release from Moonshot AI, published on April 20, 2026. According to Moonshot’s release…
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Speculative Checkpointing Pays Off Only on Repetitive Text
In llama.cpp, speculative checkpointing matters for a simple reason: it points local users toward a cheaper speculative path. You can…
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Focused Ultrasound Turns Smell-In-VR Into a Brain Problem
A small research team says focused ultrasound can make people perceive smells without releasing any chemicals at all. If that…
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AI Video Generation Works for Trailers, Not Feature Films
I tried watching the latest wave of AI video generation demos the way a studio exec or ad creative would:…
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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…
