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2025-05-06
The Rise of Mixture-of-Experts: How Sparse AI Models Are Shaping the Future of Machine Learning
Mixture-of-Experts (MoE) models are revolutionizing the way we scale AI. By activating only a subset of a model’s components at any given time, MoEs offer a novel approach to managing the trade-off [...]
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 [...]
2025-06-15
Rednote releases its first open-source LLM with a Mixture-of-Experts architecture
Social media company Rednote has released its first open-source large language model. The Mixture-of-Experts (MoE) system, called dots.llm1, is designed to match the performance of competing models at [...]
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 [...]
2025-05-16
Evaluating Where to Implement Agentic AI in Your Business
Agentic AI has the potential to reshape several industries by enabling autonomous decision-making, real-time adaptability, and proactive problem-solving. As businesses strive to enhance operational ef [...]
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 [...]
2025-10-03
IBM's Granite 4.0 family of hybrid models uses much less memory during inference
IBM has released the fourth generation of its Granite language models. Granite 4.0 uses a hybrid Mamba/Transformer architecture aimed at lowering memory requirements during inference without cutting p [...]