Small Language Models Outperform Frontier AI On Cost, Speed And Accuracy

Bigger has defined AI from day one. New data says task-specific small models beat frontier LLMs on accuracy, cost and speed — ...

Liquid AI's smallest model yet LFM2.5-230M beats models 4X its size at data extraction, can run 'anywhere'

LFM2.5-230M proves that while 3-billion-parameter models like VibeThinker are solving advanced calculus, a ...

Trunk Tools' stack cut document review from 60 days to 10 by ditching general-purpose models

General-purpose models struggle with messy, industry-specific data. A three-layer AI stack from Trunk Tools cut document ...
Tech Times

Looped Language Model Training Has a Hidden Supervision Flaw: Norms Grow Unchecked

Looped language model training cannot control hidden-state norm growth because RMSNorm normalizes scale away before the loss ...
Harvard Business Review

The Strongest Teams of AI Agents Will Be Built Using Different Models

Agentic AI is so prevalent that some business leaders now count AI agents as part of their regular workforce. Yet, without attention to the diversity of this burgeoning agentic workforce, business ...
Wall Street Journal

Anthropic Halts Access to Top AI Models After U.S. Ban on Foreign Use

The Trump administration is banning foreign governments, companies and individuals from using Anthropic’s most powerful artificial-intelligence tools, prompting the company to shut off access to ...

Whoever Wins AI Will Count Transformers, Not Nvidia Chips

AI’s next bottleneck isn’t chips. It’s transformers, grid capacity, and whether data centers can get enough power to turn the ...
MIT Technology Review

A startup claims it broke through a bottleneck that’s holding back LLMs

The Miami-based AI startup Subquadratic came out of stealth mode last month with a huge claim. It announced that it had ...
The New York Times

U.S. Bars Foreigners From Using Anthropic’s Most Advanced A.I. Models

The company said on Friday night that the federal government had ordered limits on its Mythos and Fable 5 A.I. systems, citing national security concerns. By Cade Metz and Dustin Volz Cade Metz ...
The Guardian

Anthropic to disable its most advanced AI models after US order limiting foreign access

Company said US government believes safeguards can be bypassed and product used to identify software vulnerabilities Anthropic said it will “abruptly disable” its most advanced AI models for all users ...
Reuters

Amazon voiced concerns about Anthropic AI models before US crackdown, source says

Anthropic shut down AI models globally after US national security orders US government cited risk of jailbreaking Fable 5 to identify software vulnerabilities Experts question export controls ...