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

With Broadcom generating just under $64 billion in total revenue in fiscal 2025, the company is set to see explosive growth ...
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 ...

AI Inference Costs Shift Enterprise Spending as Training Expenses Escalate, Stanford Finds

Stanford's 2025 AI Index shows inference costs reshaping enterprise AI budgets as training expenses climb and returns remain limited.
SDxCentral

FriendliAI may have the inference solution to AI memory ills

FriendliAI also offers a unique take on the current memory crisis hitting the industry, especially as inference becomes the dominant AI use case. As recently explored by SDxCentral, 2026 is tipped to ...
Que.com on MSN

Nvidia stock forecast: The biggest AI winner of 2026

Nvidia has become one of the most closely watched stocks in the world, and for good reason: it sits at ...
Que.com on MSN

Nvidia stock forecast: AI leader poised for new highs by 2026

Nvidia has become one of the most closely watched stocks in the world, largely because it sits at the center ...
TMCnet

Neural Processors Market Forecast 2025-2035: Global Value to Reach USD 1,010 Million by 2035 at 19.1% CAGR ' | Future Market Insights'

Future Market Insights (FMI) projects the Neural Processors Market to grow from USD 176 million in 2025 to USD 1,010 million by 2035, advancing at a 19.1% CAGR. This surge is being driven by the ...
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 ...