What Does a 44-Millisecond AI Decision Actually Buy You?
Sarvam Prism returns decisions without generating text. Its B200 latency, probability fields and calibration tests reveal what engineers need to check before automating a workflow.
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#mixture-of-experts
Can a Local AI Agent Do More Than Just Pick a Tool?
Liquid AI's LFM2.5-24B-A2B raises a practical question: can a local model handle an agent's full working loop? A look at tool use, reasoning, published benchmarks, memory, and the surrounding application.
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Why Is DeepSeek V4.1 Flash So Fast?
Introduction DeepSeek released DeepSeek V4.1 Flash on September 10, 2026 , describing it as a 552B-parameter Mixture-of-Experts model designed for faster inference, higher throughput, and…
