Print Join the Discussion View in the ACM Digital Library The mathematical reasoning performed by LLMs is fundamentally different from the rule-based symbolic methods in traditional formal reasoning.
Nvidia researchers developed dynamic memory sparsification (DMS), a technique that compresses the KV cache in large language models by up to 8x while maintaining reasoning accuracy — and it can be ...
Engineers at the University of California San Diego have developed a new way to train artificial intelligence systems to ...
We now live in the era of reasoning AI models where the large language model (LLM) gives users a rundown of its thought processes while answering queries. This gives an illusion of transparency ...
In a position paper published last week, 40 researchers, including those from OpenAI, Google DeepMind, Anthropic, and Meta, called for more investigation into AI reasoning models’ “chain-of-thought” ...
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AI Models Embrace Human-Like Reasoning
Since OpenAI’s launch of ChatGPT in 2022, AI companies have been locked in a race to build increasingly gigantic models, causing companies to invest huge sums in building data centers. But towards the ...
OpenAI has introduced its latest AI model, ChatGPT o1, a large language model (LLM) that significantly advances the field of AI reasoning. Leveraging reinforcement learning (RL), o1 represents a leap ...
2025 has been the year of reasoning models. OpenAI released o1 and Google released Gemini 2.0 Flash Thinking in December 2024. DeepSeek R1, an open source reasoning model, hit the market in January ...
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