Category Archives: Artificial Intelligence

Smart orgs don’t chase models.They build decision systems.

This is a quote from Adam DeJans Jr. It is right to the point and should be shown completely: “Most AI systems can tell you what happened. Very few can tell you why. And almost none can tell you what … Continue reading

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AI Aphorisms

Bruno Levy decided to share short sentences related to the conditions of possibility for AI reasoning and human-AI collaboration. Here is his first aphorism: “True reasoning is not a function of knowing everything, but a function of being structurally immune … Continue reading

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Becoming an expert in AI

Source: https://shorturl.at/CyOPK

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Rodney Brooks’s 1988 article “Al: great expectations”

He just posted on LinkedIn: “Every so often a new AI development comes along and great excitement ensues as people stumble over themselves convinced that the key to intelligence has been unlocked.” Me writing about AI overhype 37+ years ago. … Continue reading

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Gartner: “AI is not doing its job”

Speaking at the firm’s Data & Analytics Summit in Sydney, Australia, Gartner’s global chief of AI research Erick Brethenoux: “AI is not doing its job today and should leave us alone.” Brethenoux said the current wave of AI hype is fueled … Continue reading

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“Decision-making is not prediction. It is structure.”

Adam DeJans Jr. posted on LinkedIn: We have never had more data, more compute, or more machine learning. But most systems still fail to make good decisions. Why? Most “AI” systems today forecast something and hand it off to a … Continue reading

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Modeling Logic Isn’t for Everyone

An article with this name was posted today by Stefaan Lambrecht, a frequent presenter at DecisionCAMP. “Why can’t everyone on the business side just model decisions, cases, and processes using DMN, CMMN, and BPMN?” Ah. If only it were that … Continue reading

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Collapse of Reasoning Models?

Apple’s ML scientists put to the test the latest “reasoning” models, like Claude, DeepSeek-R1, and o3-mini. They made these models solve classic puzzles: Tower of Hanoi, Checker Jumping, River Crossing, and Blocks World. Their findings “reveal fundamental limitations in current … Continue reading

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AI Yes-Men

Pieter van Schalkwyk posted on LinkedIn “When AI Agents Tell You What You Want to Hear: The Sycophancy Problem“. In particular, he says: “Modern AI models learn to maximize user satisfaction metrics. This training creates a fundamental bias toward telling … Continue reading

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Can AI Agents Replace Professional Engineering Intelligence?

Pieter van Schalkwyk: “Most current AI agents are sophisticated chatbots with language models. They excel at content creation but cannot make professional decisions. This is like asking a talented writer to perform brain surgery.” “When Microsoft Copilot writes a maintenance … Continue reading

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