Artificial Intelligence

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How to Build a Meta-Cognitive AI Agent That Dynamically Adjusts Its Own Reasoning Depth for Efficient Problem Solving

In this tutorial, we build an advanced meta-cognitive control agent that learns how to regulate its own depth of thinking. We treat reasoning as a spectrum, ranging from fast heuristics to deep chain-of-thought to precise tool-like solving, and we train a neural meta-controller to decide which mode to use for each task. By optimizing the […]

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A smarter way for large language models to think about hard problems

To make large language models (LLMs) more accurate when answering harder questions, researchers can let the model spend more time thinking about potential solutions.But common approaches that give LLMs this capability set a fixed computational budget for every problem, regardless of how complex it is. This means the LLM might waste computational resources on simpler questions

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Micron kills 29-year-old Crucial brand because AI needs all the memory – The Times of India

Micron kills 29-year-old Crucial brand because AI needs all the memory  The Times of IndiaMicron ends Crucial consumer SSD and RAM line, shifts focus to AI and enterprise  VideoCardz.comMicron stops selling memory to consumers as demand spikes from AI chips  CNBCMicron to exit consumer memory business amid global supply shortage  ReutersMicron to exit Crucial consumer business by February 2026  Investing.com

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OpenAI developing new LLM codenamed ‘Garlic’ as ChatGPT goes into code red mode – The Indian Express

OpenAI developing new LLM codenamed ‘Garlic’ as ChatGPT goes into code red mode  The Indian ExpressOpenAI Declares ‘Code Red’ as Google Threatens AI Lead  The Wall Street JournalEmerging technology trends brands and agencies need to know about right now  Ad AgeOpenAI CEO Urges ‘Code Red’ ChatGPT Push, Reveals Internal Memo  NDTVOpenAI pushes to release new AI model codenamed ‘Garlic’

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