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 ...

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 ...

Based on the recently introduced DeepSeek V3 mixture-of-experts model, DeepSeek-R1 matches the performance of o1, OpenAI’s frontier reasoning LLM, across math, coding and reasoning tasks.