venturebeat

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 work alongside large language models during inference. They draft multiple tokens ahead, which the main model then verifies in parallel. This technique (called speculative decoding) has become essential for enterprises trying to reduce inference costs and latency. Instead of generating tokens one at a time, the system can accept multiple tokens at once, dramatically improving throughput.

Together AI today announced research and a new system called ATLAS (AdapTive-LeArning Speculator System) that aims to help enterprises overcome the chall [...]

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venturebeat

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 [...]

Match Score: 85.64

Destination

2025-03-18

Microsoft's Xbox Adaptive Joystick is now available

Microsoft just announced that its Xbox Adaptive Joystick is now available for purchase directly from the company. This news comes during the annual Ability Summit. The Adaptive Joystick is designed fo [...]

Match Score: 72.23

Destination

2025-01-20

The best gaming headsets for 2025

Sometimes, the best gaming headset doesn’t need to be a “gaming headset” at all. While many people view these devices as their own niche, they’re ultimately still headphones, just with a boom [...]

Match Score: 64.77

Destination

2025-01-01

The best VPN service for 2025

Virtual private networks (VPNs) promise the potential to stream any content, from anywhere. They unlock content from abroad across nearly any streaming service you use regularly, which can come in han [...]

Match Score: 61.25

venturebeat

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 [...]

Match Score: 58.39

venturebeat

2025-09-29

DeepSeek's new V3.2-Exp model cuts API pricing in half to less than 3 cents per 1M input tokens

DeepSeek continues to push the frontier of generative AI...in this case, in terms of affordability.The company has unveiled its latest experimental large language model (LLM), DeepSeek-V3.2-Exp, that [...]

Match Score: 52.03

Destination

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 [...]

Match Score: 47.55

Destination

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 [...]

Match Score: 47.03

Destination

2025-05-22

Honor's midrange 400 series pairs a 200-megapixel camera with the usual AI tools

It’s been a while since a company has thrown out a truly silly number of megapixels for a new phone. After all, the double-digit pixels found on most flagship handsets are just used to pixel bin the [...]

Match Score: 46.44