NVIDIA FlashREINFORCE, published September 2026 and integrated into the Molt framework, trains AI agents using half as many rollouts as GRPO while matching or beating its accuracy on math and tool-use ...

Code got cheap. Talking got expensive. Nobody repriced their career. CIOs built this problem, and they can unbuild it.

Driven“From now on, it’s the era of data-driven.” “Don’t rely on intuition or experience; all decision-making must be based on objective numbers.”For the past decade or so, there hasn't been a day in ...

Surgeons and interventional radiologists rely on a deceptively simple question every time they guide a needle, a screw, or a ...

Lakshya A. Agrawal, creator of GEPA, argues the AI industry has a sample-efficiency problem it is ignoring. Reinforcement learning like ...

Since the 2008 crash, a scatter of small practices (none more than fifteen years old and none large enough to need a manifesto in the traditional sense) have arrived, independently of one another, at ...

We finish off our short series on SLM optimization with the third entry, focused on batching by length instead of looping ...

We live in algorithmic times. Algorithmic systems, content and infrastructures that underpin artificial intelligence (AI) now impact education systems across the world. The title of this volume is a ...

David Malan: At first, it was very experimental. ChatGPT came out in November of 2022, and starting in the spring of 2023, we ...

Darktrace researchers demonstrate how conversation history poisoning can hijack agentic harnesses, convincing AI agents to perform offensive cyber operations with little to no human interaction.

Jagged intelligence describes the uneven capability profile of modern AI: exceptional performance on some demanding tasks alongside surprising failure on simpler adjacent ones. This guide explains the ...

Technology companies have been “running real-time, unregulated product testing on Australians” for too long, communications minister says. By Laura Chung Reporting from Sydney, Australia The ...