2025-05-28
Enhancing AI Inference: Advanced Techniques and Best Practices
When it comes to real-time AI-driven applications like self-driving cars or healthcare monitoring, even an extra second to process an input could have serious consequences. Real-time AI applications require reliable GPUs and processing power, which has been very expensive and cost-prohibitive for many applications – until now. By adopting an optimizing inference process, businesses can […]
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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 [...]
2025-03-11
Meta is reportedly testing its first in-house AI training chip
Breaking: A Big Tech company is ramping up its AI development. (Whaaat??) In this case, the protagonist of this now-familiar tale is Meta, which Reuters reports is testing its first in-house chip for [...]
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 [...]
2025-04-10
NTT Unveils Breakthrough AI Inference Chip for Real-Time 4K Video Processing at the Edge
In a major leap for edge AI processing, NTT Corporation has announced a groundbreaking AI inference chip that can process real-time 4K video at 30 frames per second—using less than 20 watts of power [...]
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 [...]
2025-10-08
AI21’s Jamba Reasoning 3B Redefines What “Small” Means in LLMs — 250K Context on a Laptop
The latest addition to the small model wave for enterprises comes from AI21 Labs, which is betting that bringing models to devices will free up traffic in data centers. AI21’s Jamba Reasoning 3B, a [...]
2025-08-30
Alibaba develops a new AI chip for a wide range of inference tasks
Alibaba has developed a new AI chip, which is currently in testing, designed for a broad range of inference tasks, such as powering the responses from a smartphone voice assistant.<br /> The art [...]
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 [...]