VLLM merged a hand-written decode path for GLM-5.3-Flash on 4x GB300
Median inter-token latency drops from 5.15 ms to 2.93 ms at batch 1. At batch 64 the same change buys 13.92 to 12.00 ms. That curve is the story. How it works: CuTe DSL kernels for every sublayer, fused
Ai Models Release Forecast 👀
Gemini 4 Carbon - This week - Gemini 4 Hydrogen (Flash) - This week - GPT-6.2 Sol - Next week - GPT-6.2 Astra, Next week - Grok 4.8 - Next week - Claude Fable 5.5 & Mythos 5.5 - Dec 2026 - DeepSeek V4.1 Pro - Dec 2026
About 13 opus 5.5 requests a day.
FREE. NO CARD. DeepAI Code is a desktop coding agent (Mac, Windows, Linux). Every free account gets up to 200 "Theos" a day for frontier models. What 200 Theos buys, at their posted per-request prices: → ~13 Claude Opus 5.5 (~15 each) → ~10
Today’s wave of AI news is all for technology people. Security has become the new standard.
OpenAI launches Control Room, which can stop any unsafe model tasks within 35 seconds Every research task for agent reasoning must now be approved by a "safety case" Reasoning is crazy about speed up and cost reduction Independent testing of vLLM shows that continuous batching increases throughput by 2.91 times, which is overall higher than native…
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