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Scientists uncover the brain’s hidden learning blocks Artificial Intelligence News — ScienceDaily

Scientists uncover the brain’s hidden learning blocksArtificial Intelligence News — ScienceDaily Princeton researchers found that the brain excels at learning because it reuses modular “cognitive blocks” across many tasks. Monkeys switching between visual categorization challenges revealed that the prefrontal cortex assembles these blocks like Legos to create new behaviors. This flexibility explains why humans learn quickly while AI models often forget old skills. The insights may help build better AI and new clinical treatments for impaired cognitive adaptability.

 Princeton researchers found that the brain excels at learning because it reuses modular “cognitive blocks” across many tasks. Monkeys switching between visual categorization challenges revealed that the prefrontal cortex assembles these blocks like Legos to create new behaviors. This flexibility explains why humans learn quickly while AI models often forget old skills. The insights may help build better AI and new clinical treatments for impaired cognitive adaptability. Read More  

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Why We’ve Been Optimizing the Wrong Thing in LLMs for Years Towards Data Science

Why We’ve Been Optimizing the Wrong Thing in LLMs for YearsTowards Data Science The simple shift in training that unlocks foresight, faster inference, and better reasoning.
The post Why We’ve Been Optimizing the Wrong Thing in LLMs for Years appeared first on Towards Data Science.

 The simple shift in training that unlocks foresight, faster inference, and better reasoning.
The post Why We’ve Been Optimizing the Wrong Thing in LLMs for Years appeared first on Towards Data Science. Read More  

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The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n AutomationTowards Data Science

The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n AutomationTowards Data Science How product, growth and engineering teams can converge on a single signal for better incident management
The post The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n Automation appeared first on Towards Data Science.

 How product, growth and engineering teams can converge on a single signal for better incident management
The post The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n Automation appeared first on Towards Data Science. Read More  

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How background AI builds operational resilience & visible ROI AI News

How background AI builds operational resilience & visible ROIAI News If you asked most enterprise leaders which AI tools are delivering ROI, many would point to front-end chatbots or customer support automation. That’s the wrong door. The most value-generating AI systems today aren’t loud, customer-facing marvels. They’re tucked away in backend operations. They work silently, flagging irregularities in real-time, automating risk reviews, mapping data lineage,
The post How background AI builds operational resilience & visible ROI appeared first on AI News.

 If you asked most enterprise leaders which AI tools are delivering ROI, many would point to front-end chatbots or customer support automation. That’s the wrong door. The most value-generating AI systems today aren’t loud, customer-facing marvels. They’re tucked away in backend operations. They work silently, flagging irregularities in real-time, automating risk reviews, mapping data lineage,
The post How background AI builds operational resilience & visible ROI appeared first on AI News. Read More  

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DeepSeek AI Releases DeepSeekMath-V2: The Open Weights Maths Model That Scored 118/120 on Putnam 2024 MarkTechPost

DeepSeek AI Releases DeepSeekMath-V2: The Open Weights Maths Model That Scored 118/120 on Putnam 2024 MarkTechPost

DeepSeek AI Releases DeepSeekMath-V2: The Open Weights Maths Model That Scored 118/120 on Putnam 2024MarkTechPost How can an AI system prove complex olympiad level math problems in clear natural language while also checking that its own reasoning is actually correct? DeepSeek AI has released DeepSeekMath-V2, an open weights large language model that is optimized for natural language theorem proving with self verification. The model is built on DeepSeek-V3.2-Exp-Base, runs as
The post DeepSeek AI Releases DeepSeekMath-V2: The Open Weights Maths Model That Scored 118/120 on Putnam 2024 appeared first on MarkTechPost.

 How can an AI system prove complex olympiad level math problems in clear natural language while also checking that its own reasoning is actually correct? DeepSeek AI has released DeepSeekMath-V2, an open weights large language model that is optimized for natural language theorem proving with self verification. The model is built on DeepSeek-V3.2-Exp-Base, runs as
The post DeepSeek AI Releases DeepSeekMath-V2: The Open Weights Maths Model That Scored 118/120 on Putnam 2024 appeared first on MarkTechPost. Read More  

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Water Cooler Small Talk, Ep. 10: So, What About the AI Bubble? Towards Data Science

Water Cooler Small Talk, Ep. 10: So, What About the AI Bubble?Towards Data Science Have we all been tricked into believing in an impossible, extremely expensive future?
The post Water Cooler Small Talk, Ep. 10: So, What About the AI Bubble? appeared first on Towards Data Science.

 Have we all been tricked into believing in an impossible, extremely expensive future?
The post Water Cooler Small Talk, Ep. 10: So, What About the AI Bubble? appeared first on Towards Data Science. Read More  

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TDS Newsletter: November Must-Reads on GraphRAG, ML Projects, LLM-Powered Time-Series Analysis, and More Towards Data Science

TDS Newsletter: November Must-Reads on GraphRAG, ML Projects, LLM-Powered Time-Series Analysis, and MoreTowards Data Science Don’t miss our most-read stories of the past month
The post TDS Newsletter: November Must-Reads on GraphRAG, ML Projects, LLM-Powered Time-Series Analysis, and More appeared first on Towards Data Science.

 Don’t miss our most-read stories of the past month
The post TDS Newsletter: November Must-Reads on GraphRAG, ML Projects, LLM-Powered Time-Series Analysis, and More appeared first on Towards Data Science. Read More