Why Do Reasoning AIs Trained with Reinforcement Learning (RL) Lose to the Original Model After 100 Trials? Tsinghua University's pass@k Reversal and the METR 50-Mi…

Today, we are discussing the structural limitations of reasoning AIs and the duration of autonomous work, specifically why a ...

Cognitive Reinforcement Theory: How Individual Cognition Transforms into Social Inconsistency

Why does cognition become distorted and fixed?Human cognition has limitations.Knowledge, experience, processing capacity, and ...
Forbes

The Rise And Rise Of Reinforcement Learning: AI’s Quiet Revolution

Forbes contributors publish independent expert analyses and insights. Author, Researcher and Speaker on Technology and Business Innovation. Apr 19, 2025, 03:24am EDT Apr 21, 2025, 10:40am EDT ...

Labelbox raises $100 Million+ in Series E funding to advance reinforcement learning and enterprise AI agents

Labelbox, the AI platform powering reinforcement learning for frontier models and managed agents for enterprises, today announced it has raised more than $100 million in Series E financing, including ...
Forbes

Artificial Intelligence: What Is Reinforcement Learning - A Simple Explanation & Practical Examples

At the core of reinforcement learning is the concept that the optimal behavior or action is reinforced by a positive reward. Similar to toddlers learning how to walk who adjust actions based on the ...
Microsoft

With reinforcement learning, Microsoft brings a new class of AI solutions to customers

Someone looking to book a vacation online today might have very different preferences than they did before the COVID-19 pandemic. Instead of flying to an exotic beach, they might feel more comfortable ...
Psychology Today

Common Misconceptions about Science VI: “Negative Reinforcement”

Another one of my pet peeves is the fact that many people – civilians and scientists alike – use the phrase “negative reinforcement” to mean “punishment.” The two are not at all the same; in fact, ...