New Research Advances Reasoning Abilities of Large Language Models, Exploring Curiosity-Driven Learning as the Key!

In the field of artificial intelligence, the effective enhancement of reasoning abilities in large language models (LLMs) has always been a significant challenge. Recently, research teams from ...

Amazon’s ‘model factory’ is training the next generation of AI on the tech giant’s own business

Amazon’s top AI scientist Rohit Prasad outlined a “model factory” approach and shift toward AI agents at Madrona’s IA Summit ...

Reinforcement Learning

The strategy uses Amazon’s own internal systems as reinforcement learning gyms to accelerate the development of its Nova models and enterprise AI tools. Read More Subscribe to GeekWire's free ...
The Information

Will Reinforcement Learning Get Us to AGI? This Anthropic Researcher Thinks So

Thanks to everyone who attended our AI Agenda Live event in New York yesterday! It was incredible to get to meet so many ...

Tencent’s new AI technique teaches language models ‘parallel thinking’

The Parallel-R1 framework uses reinforcement learning to teach models how to explore multiple reasoning paths at once, ...

SimpleTIR: How to Achieve Stable Learning in Multi-Turn Tool Invocation with Large Models?

This phenomenon is akin to asking someone who is only familiar with Shakespeare's works to suddenly write in Martian, resulting in a flawed output. This 'pollution' process amplifies during multi-turn ...

Easily Fine-Tune AI Models Like a Pro with Google Tunix

Discover how to fine-tune large language models with Tunix, the open-source library that simplifies AI customization and optimization.
The Information

Everyone Wants To Be a Reinforcement Learning Startup

These days, artificial intelligence developers, investors and founders are all obsessed with “reinforcement learning,” a ...
NextBigFuture

Reinforcement Learning Does NOT Fundamentally Improve AI Models

Reinforcement Learning does NOT make the base model more intelligent and limits the world of the base model in exchange for early pass performances. Graphs show that after pass 1000 the reasoning ...