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X_CASE_LAB · 26/07/2026 · 24 MIN READ

HBM 4.8 TB/s: LLM Decode Performance Exceeds FLOPS

centerHBM 4.8 TB/s enables decode performance surpassing FLOPS in LLMs, revealing a disconnect between power demand projections & HBM advancements. Optimize for peak efficiency.

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NEUROBIT · 21/05/2026 · 4 MIN READ

478ms Latency: The End of Audio Buffering & Real-time Inference

applicationsA 478ms latency break disrupts audio flow, highlighting the limitations of request-response models. vLLM and SageMaker's bidirectional streaming offer a solution for real-time inference.

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⎈ ROOT ACCESS // THE ARCHITECTURE BEHIND HUANDROID SYSTEMA COGNITIVUM

> Multi-Agent AI: How Conflict Reveals Data Truth

Single LLMs hallucinate. Huandroid’s multi-agent architecture, with a Contrarian Agent, challenges insights & eliminates bias. Crucial for strategic...

> Multi-Agent Architecture vs. Algorithmic Bias: Knowledge Governance & Cognitive Sovereignty

Algorithmic bias threatens autonomous judgment. Multi-agent architecture offers a strategic countermeasure for knowledge governance and cognitive sovereignty.

> Cognitive Sovereignty: AI for Italy’s Public Sector

Huandroid's AI architecture for the Italian Public Administration: Human-in-Command, Epistemic Security, & Cognitive Sanctuaries. A position paper for...

Tag: vllm

HBM 4.8 TB/s: LLM Decode Performance Exceeds FLOPS

478ms Latency: The End of Audio Buffering & Real-time Inference

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