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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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CISA Adds One Known Exploited Vulnerability to CatalogAlerts CISA

CISA has added one new vulnerability to its Known Exploited Vulnerabilities (KEV) Catalog, based on evidence of active exploitation. CVE-2021-26829 OpenPLC ScadaBR Cross-site Scripting Vulnerability  This type of vulnerability is a frequent attack vector for malicious cyber actors and poses significant risks to the federal enterprise.  Binding Operational Directive (BOD) 22-01: Reducing the Significant Risk […]

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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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MS Teams Guest Access Can Remove Defender Protection When Users Join External Tenants The Hacker Newsinfo@thehackernews.com (The Hacker News)

Cybersecurity researchers have shed light on a cross-tenant blind spot that allows attackers to bypass Microsoft Defender for Office 365 protections via the guest access feature in Teams. “When users operate as guests in another tenant, their protections are determined entirely by that hosting environment, not by their home organization,” Ontinue security researcher Rhys Downing […]

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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