Forget AI Training: AI Inference Is the Real Money Maker in 2026. Here Are 2 Stocks to Own.

Inference will take over for training as the primary AI compute moving forward. Broadcom has struck gold with its custom ...

How AI Inference Costs Are Reshaping The Cloud Economy

The shift from training-focused to inference-focused economics is fundamentally restructuring cloud computing and forcing ...

Researchers baked 3x inference speedups directly into LLM weights — without speculative decoding

Researchers from the University of Maryland, Lawrence Livermore, Columbia and TogetherAI have developed a training technique that triples LLM inference speed without auxiliary models or infrastructure ...
InfoWorld

Multi-token prediction technique triples LLM inference speed without auxiliary draft models

With reported 3x speed gains and limited degradation in output quality, the method targets one of the biggest pain points in production AI systems: latency at scale.

Taalas Launches Hardcore Chip With ‘Insane’ AI Inference Performance

Taalas has launched an AI accelerator that puts the entire AI model into silicon, delivering 1-2 orders of magnitude greater ...
Business Wire

Vultr Launches Cloud Inference to Simplify Model Deployment and Automatically Scale AI Applications Globally

WEST PALM BEACH, Fla.--(BUSINESS WIRE)--Vultr, the world’s largest privately-held cloud computing platform, today announced the launch of Vultr Cloud Inference. This new serverless platform ...

Co-founders behind Reface and Prisma join hands to improve on-device model inference with Mirai

Mirai raised a $10 million seed to improve how AI models run on devices like smartphones and laptops.
The Register on MSN

Intel backs SambaNova's $350M bid to challenge GPUs in AI inference

Upstart's 5th-gen RDU aims to undercut Nvidia's B200 on speed and cost AI infrastructure company SambaNova has raised $350 ...

Alibaba's Qwen 3.5 397B-A17 beats its larger trillion-parameter model — at a fraction of the cost

These speed gains are substantial. At 256K context lengths, Qwen 3.5 decodes 19 times faster than Qwen3-Max and 7.2 times ...