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.
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 ...

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 ...
Morning Overview on MSN

Taalas swaps GPUs for hardwired AI chips at blazing 17,000 tokens per sec

Taalas, a Finnish AI company, has reportedly moved away from NVIDIA GPUs in favor of hardwired AI chips, claiming inference speeds of 17,000 tokens per second. The shift coincides with a broader ...
Forbes

The $20 Billion Bet On Inference: What Every AI Infrastructure Team Needs To Get Right

Nvidia just paid $20 billion for Groq's inference technology in what is the semiconductor giant's largest deal ever. The question is: Why would the company that already dominates AI training pay this ...
Nature

Common to rare transfer learning (CORAL) enables inference and prediction for a quarter million rare Malagasy arthropods

The Nature Index 2025 Research Leaders — previously known as Annual Tables — reveal the leading institutions and countries/territories in the natural and health sciences, according to their output in ...