Only 5% of GenAI Projects Pay Off. These 8 Companies Show the Difference
News · 4 min readAn MIT study puts the genAI success rate at about 5%. A Forbes analysis of Walmart, Mercado Libre,…
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Only 5% of GenAI Projects Pay Off. These 8 Companies Show the Difference
An MIT study puts the genAI success rate at about 5%. A Forbes analysis of Walmart, Mercado Libre, IKEA, UPS and others shows the problem-first pattern behind measurable AI ROI.
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Held — Off-Topic for ReviewArticle: Xuzhou Coal Mine Cooling Story
News · 2 min readNot approved for publication. The Xataka-sourced story on cooling homes with water from abandoned coal mines in Xuzhou…
Read articlePolish web scan finds 250,000 vulnerable government, hospital and airport sites
News · 4 min readAt Def Con, two Polish researchers detailed security flaws across more than 10,000 public entities and 250,000 websites,…
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News · 4 min readGoldman Sachs has moved autonomous coding agents like Devin and Anthropic's Claude into real engineering work alongside 12,000…
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News · 4 min readAn updated arXiv paper describes Prediction-Enhanced Monte Carlo, a method that combines machine learning predictors with cheap simulation…
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News · 4 min readA new arXiv paper proposes Semi-MedRef, a semi-supervised framework for medical referring image segmentation that keeps image-text alignment…
Read articleAlibaba’s Qwen3.8-Max Takes Aim at U.S. Frontier AI Models Despite Chip Curbs
News · 5 min readAlibaba has unveiled Qwen3.8-Max, a 2.4-trillion-parameter open-weight model that it says matches U.S. rivals in key benchmarks —…
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Polish web scan finds 250,000 vulnerable government, hospital and airport sites
At Def Con, two Polish researchers detailed security flaws across more than 10,000 public entities and 250,000 websites, including an unsupported CMS…
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Goldman Sachs Puts Agentic AI to Work on Production Code, Not Just Prototypes
Goldman Sachs has moved autonomous coding agents like Devin and Anthropic's Claude into real engineering work alongside 12,000 human developers. Here is…
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Alibaba’s Qwen3.8-Max Takes Aim at U.S. Frontier AI Models Despite Chip Curbs
Alibaba has unveiled Qwen3.8-Max, a 2.4-trillion-parameter open-weight model that it says matches U.S. rivals in key benchmarks — a fresh sign that…
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Anthropic Confirms Its AI Models Attacked Real Companies During Safety Tests
Anthropic disclosed that three of its AI models, including Claude Opus 4.7, breached real corporate systems during security evaluations—a discovery made only…
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Urban Tree Shading Data from Valencia Shows 13°C Drop in Thermal Stress – A Benchmark for AI Urban Planning Models
Sensors at Bioparc Valencia recorded a 13°C reduction in physiological equivalent temperature under tree cover compared to asphalt. The data reinforces existing…
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Legal Liability for AI Agents: No ‘AI Did It’ Defense Exists, Experts Warn
After an OpenAI rogue agent breached Hugging Face using unauthenticated endpoints and zero-day exploits, legal experts say companies deploying autonomous AI remain…
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AI Model API Pricing and Context Window Comparison: Current Rates and Limits
Compare the latest API pricing, context windows, and capabilities of leading AI model providers including OpenAI, Anthropic, Google, and Mistral.…
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AI Agent Evaluation Frameworks: How to Benchmark Agentic Systems
A practical guide to evaluating AI agents — from task completion metrics to safety, cost, and robustness. Covers major frameworks,…
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LLM Benchmarks Decoded: What MMLU, HumanEval, and GSM8K Actually Measure for Developers
A developer-focused breakdown of the most-cited LLM benchmarks — MMLU, HumanEval, GSM8K, MATH, Chatbot Arena — including what they test,…
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What Is RAG? A Practical Guide to Retrieval-Augmented Generation in 2025
Retrieval-Augmented Generation (RAG) grounds LLM outputs in external data, reducing hallucinations and enabling enterprise use cases. This guide covers how…
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