The study of cognitive processes in reasoning and mental models explores the ways in which individuals represent, manipulate, and utilise internal representations to draw inferences and make decisions ...
Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Reasoning through chain-of-thought (CoT) — ...
Large language models have found great success so far by using their transformer architecture to effectively predict the next words (i.e., language tokens) needed to respond to queries. When it comes ...
Researchers at MiroMind AI and several Chinese universities have released OpenMMReasoner, a new training framework that improves the capabilities of language models in multimodal reasoning. The ...
Remember when teachers demanded that you “show your work” in school? Some new types of AI models promise to do exactly that, but new research suggests that the “work” they show can sometimes be ...
OpenAI published a new paper called "Monitoring Monitorability." It offers methods for detecting red flags in a model's reasoning. Those shouldn't be mistaken for silver bullet solutions, though. In ...
Artificial intelligence (AI) has made remarkable strides in recent years, particularly in its ability to reason. At the heart of this evolution are new technologies like neural networks and large ...
Visual reasoning is critical in many complex visual tasks in medicine such as radiology or pathology. It is challenging to explicitly explain reasoning processes due to the dynamic nature of real-time ...
Claude 3.7 Sonnet Thinking and DeepSeek R1 ‘overthought’ some puzzles, pursuing incorrect answers. Generative AI models with “reasoning” may not actually excel at solving certain types of problems ...
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