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Language Models.

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Artificial Intelligence · 11 Aug 2026 · 7 min read

A Smoke Test of ZML's llmd: DFlash Speculative Decoding on Consumer AMD GPUs.

A first-contact test of ZML's alpha inference server on RDNA4 hardware their docs don't mention testing against: it works, and DFlash speculative decoding on Gemma-4 gave a real 1.66x decode speedup.

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Observability · 08 Aug 2025 · 4 min

OpenLLMetry vs. OpenInference: The Observability Stack Your LLM App Needs

Your app looks fine on the surface, but users say it's failing. Traditional logs can't explain why. Enter OpenLLMetry and OpenInference—tools that bring clarity to AI observability by capturing rich, standardized telemetry from your LLM stack.

Artificial Intelligence · 21 Jul 2025 · 16 min

The Unseen Revolution: Why Small Models could be the True Engine of Agentic AI

Agentic AI is transforming the field, enabling fast, efficient, and affordable automation far beyond chatbots through small, specialized models. These Small Language Models (SLMs) can outperform large models in real-world tasks, powering the next generation of enterprise and on-device AI.