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Microsoft's Agentic-Agile proposes a top-down methodology. But the open-source community has been running a radically different experiment — and the…
Building a multi-node DeepSeek V4 Flash inference cluster on DGX Spark with vLLM — from baseline 5.5 TPS to ~20 TPS through production-proven…
How I fixed a recurring OOM during model loading on a 2-node DGX Spark cluster running DeepSeek V4 Flash with vLLM — the physics of unified memory, page…
Understanding gradient boosting from first principles: ensemble methods, decision trees as weak learners, gradient descent in function space, and why…
Huawei's new Tau Scaling Law and LogicFolding architecture bypass traditional transistor scaling to target 1.4nm-class density by 2031 — a bet that…
A technical analysis of AI prompt injection attacks on LLM-based systems and effective countermeasures