The rise of large language models (LLMs) such as GPT-4, with their ability to generate highly fluent, confident text has been remarkable, as I’ve written. Sadly, so has the hype: Microsoft ...

No other language can be used to complete programming assignments. In recent years major improvements to deep networks, massive increases in compute power, and ready access to data and simulation ...

However, most models of reinforcement learning with spiking neurons have focused on just single neurons or small neuronal assemblies 3,4,5,6. Furthermore, the following result indicates that such ...

The researchers suggested that we could reach artificial general intelligence (AGI) using one single approach: reinforcement learning. They titled their paper on the subject: “Reward is Enough.” ...

For organizations with clearly defined problems and verifiable answers, RFT offers a compelling way to align models.

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 ...

Now, fueled by the remarkable advancements in reinforcement learning (RL), this vision is rapidly becoming our reality. The recent Turing Award, the highest honor in computer science, recognized ...