2025-04-24
AI Inference at Scale: Exploring NVIDIA Dynamo’s High-Performance Architecture
As Artificial Intelligence (AI) technology advances, the need for efficient and scalable inference solutions has grown rapidly. Soon, AI inference is expected to become more important than training as companies focus on quickly running models to make real-time predictions. This transformation emphasizes the need for a robust infrastructure to handle large amounts of data with [… [...]
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2025-10-10
Together AI's ATLAS adaptive speculator delivers 400% inference speedup by learning from workloads in real-time
Enterprises expanding AI deployments are hitting an invisible performance wall. The culprit? Static speculators that can't keep up with shifting workloads.Speculators are smaller AI models that w [...]
2025-10-02
'Western Qwen': IBM wows with Granite 4 LLM launch and hybrid Mamba/Transformer architecture
IBM today announced the release of Granite 4.0, the newest generation of its homemade family of open source large language models (LLMs) designed to balance high performance with lower memory and cost [...]
2025-10-04
Beyond Von Neumann: Toward a unified deterministic architecture
A cycle-accurate alternative to speculation — unifying scalar, vector and matrix computeFor more than half a century, computing has relied on the Von Neumann or Harvard model. Nearly every modern ch [...]
2025-10-28
IBM's open source Granite 4.0 Nano AI models are small enough to run locally directly in your browser
In an industry where model size is often seen as a proxy for intelligence, IBM is charting a different course — one that values efficiency over enormity, and accessibility over abstraction.The 114-y [...]
2025-03-18
GTC '25: Nvidia showcases Blackwell Ultra, DGX Spark, RTX Pro, Dynamo and reasoning models
Nvidia introduced a comprehensive range of new products and technologies at its GTC Conference 2025, positioning itself for a new era of AI reasoning. The centerpiece of the announcement was the Black [...]
2025-10-13
Breaking the bottleneck: Why AI demands an SSD-first future
Presented by SolidigmAs AI adoption surges, data centers face a critical bottleneck in storage — and traditional HDDs are at the center of it. Data that once sat idle as cold archives is now being p [...]