Prediction: The AI "Inference Era" Will Crown a New Winner by the End of 2026

Broadcom looks poised to become a big inference winner in 2026.

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 ...
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.

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 ...