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DraftKings AI Targeting: A Warning for Every AI Program
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Smartphone showing a sports betting app beside rising analytics charts illustrating AI behavioral targeting of gamblers
September 30, 2026 Dr. Yousef Shaheen Comments(0)

DraftKings AI Targeting: A Warning for Every AI Program

DraftKings built a machine learning model that does exactly what it was asked to do. According to the New York Times, the company trained it on customer betting records to identify...

Whiteboard AI system architecture diagram with boxes and arrows fading into blank space
September 29, 2026 Dr. Yousef Shaheen Comments(0)

AI System Architecture: The Real Risk Isn’t the Code

Data engineer Simon Späti put it bluntly in a September 2026 post: the problem is not the AI code, it's that nobody knows anything anymore, and everyone just asks Claude. He quote...

Congressional hearing room where lawmakers question executives from frontier AI labs at witness table
September 29, 2026 Dr. Yousef Shaheen Comments(0)

Frontier AI Labs Under Scrutiny: What Manufacturers Do Now

Anthropic CEO Dario Amodei published a letter called "We Must Pace the Frontier," listing the harms his own company's research might cause, then argued the fix is letting his lab l...

Factory operations manager reviewing AI safety marketing brochures stamped with alarming red warning labels
September 29, 2026 Dr. Yousef Shaheen Comments(0)

AI Safety Marketing: What the Doom Hype Costs Manufacturers

A satirical news site recently imagined AI vendors competing over whose model is most likely to end humanity, with Sam Altman celebrating an agent breaching Hugging Face as an "ala...

Robotic arm pausing beside a branching decision diagram illustrating AI metacognition on a factory floor
September 28, 2026 Dr. Yousef Shaheen Comments(0)

AI Metacognition: Thinking Fast and Slow in Manufacturing

Your vision system flags a weld as defective. It is 94% confident. It is also wrong, and it will never tell you that, because it answers every question the same way: fast, cheap, a...

Diagram showing LLM watermarking splitting token choices into green and red lists during sampling
September 28, 2026 Dr. Yousef Shaheen Comments(0)

LLM Watermarking and AI Agent Behavior: The Provenance Tax

Anthropic confirmed that future Claude models will embed an invisible watermark in their output, built on Google DeepMind's SynthID-Text. It sounds like a labelling change. It isn'...

Two AI agents compete side by side on a head-to-head AI agent benchmarking leaderboard screen
September 28, 2026 Dr. Yousef Shaheen Comments(0)

AI Agent Benchmarking: Lessons From TinyAIArena

Every AI agent vendor shows you the same thing: a static scorecard, a few cherry-picked accuracy numbers, no way to see what actually happened. TinyAIArena takes the opposite appro...

Mistral CEO Arthur Mensch speaking onstage about AI control as manufacturable software
September 27, 2026 Dr. Yousef Shaheen Comments(0)

Mistral CEO: AI Is Software, and Software Can Be Controlled

Most AI conversations in manufacturing stall on the same question: can we trust it? Mistral CEO Arthur Mensch has a blunt answer. AI is software, and software can be controlled. He...

Operations lead reads Microsoft Copilot reboot headlines on a tablet on the factory floor
September 27, 2026 Dr. Yousef Shaheen Comments(0)

Microsoft Copilot Reboot: What It Means for Manufacturers

Microsoft just folded its consumer Copilot into the workplace version, one product, aimed squarely at corporate customers. Bloomberg's Matt Day reported the six-month engineering e...

Developer sitting alone at a dim desk, hands off keyboard, facing AI skill atrophy
September 27, 2026 Dr. Yousef Shaheen Comments(0)

AI Skill Atrophy: Lessons From One Month Without AI

A developer who banned AI contributions from his own open source project, LibreWeddingPlanner, spent months letting coding agents run his day job. He wired them to Jira through the...

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