VectorCertain's AIEOG Conformance Suite reveals that the Prevention Gap has a physical address: over 1.2 billion processors which process trillions of dollars daily with no on-device AI defense ...

The startup Taalas wants to deliver a hardwired Llama 3.1 8B with almost 17,000 tokens/s with the HC1 – almost 10 times faster than previous solutions.

VectorCertain’s 55-patent ecosystem is organized in a three-layer hub-and-spoke architecture where authority flows from governance hubs down through application spokes. This structure ensures that no ...

Users running a quantized 7B model on a laptop expect 40+ tokens per second. A 30B MoE model on a high-end mobile device ...

Here is a blueprint for architecting real-time systems that scale without sacrificing speed. A common mistake I see in ...

Here is Grok 4.20 analyzing the Macrohard emulated digital human business. xAI’s internal project — codenamed MacroHard (a ...

Nvidia just paid $20 billion for Groq's inference technology in what is the semiconductor giant's largest deal ever. The question is: Why would the company that already dominates AI training pay this ...

GPU memory (VRAM) is the critical limiting factor that determines which AI models you can run, not GPU performance. Total VRAM requirements are typically 1.2-1.5x the model size due to weights, KV ...

Microsoft has announced the launch of its latest chip, the Maia 200, which the company describes as a silicon workhorse designed for scaling AI inference. The 200, which follows the company’s Maia 100 ...

A new technical paper titled “QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design” was published by researchers at University of California San Diego and ...

How well does your local AI system handle the pressure of multiple users at once? While most performance tests focus on single-user scenarios, they often fail to capture the complexities of real-world ...

The creators of the open source project vLLM have announced that they transitioned the popular tool into a VC-backed startup, Inferact, raising $150 million in seed funding at an $800 million ...