Rubric 02
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The connecting tissue of research, technology and culture.
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AI Companions Sell a Fake Connection
The Friend pendant sits on a yellow cord around the neck, glowing softly, ready to speak at any moment. It listens always, chooses its own voice, its own name, its own personality and locks the user into that...
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The Quiet Deception of Financial AI
Artificial intelligence has quietly become the infrastructure of modern finance. It scans terabytes of market data, forecasts stock movements, and offers investment advice with an air of mathematical certainty. We have...
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Divinity School Teaches AI Literacy to Spot Deception
In the early days of artificial intelligence, the hype centered on what the machines could do. The smarter they got, the more we trusted them. But trust has a blind spot. When a system optimizes for something measurable...
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Microsoft Warns Enterprises Against Blind Trust in Frontier AI
Microsoft just reported a blockbuster quarter: $90 billion in revenue and $35.8 billion in net income. For the fiscal year ending June 30, the company posted $331.8 billion in revenue and a net income of $133.7 billion....
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ARC-AGI Benchmark Deceived by Its Own Design
When a system solves open mathematics problems and completes a full run of Pokémon FireRed, you expect it to handle a simple 2D puzzle game. So the 7.8% score on the ARC AGI 3 benchmark looked like a genuine failure....
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Philosophers in AI Companies Are a Distraction
Something strange happens when you walk into a modern AI company. You pass through security, past the rows of engineers staring at code, and there, in a corner office with glass walls, sits a philosopher. This is not a...
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The deceptive promise of AI childrens books
Every generation of parents has endured a well meaning but awkward gift from a relative—a toy that breaks after an hour, a sweater three sizes too small, or a book that reads more like a missed mark than a heartfelt...
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AI Agents End Human Kubernetes Governance
The research papers arrived first, full of promises about autonomous agents orchestrating cloud native workloads. By late 2024, major vendors had demoed prototypes of AI agents that could spin up pods, enforce policies,...
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AI Search Answers Make Publishers Invisible
There is no longer a question whether a search result comes from human work or machine synthesis. The answer has become irrelevant to the user who sees a clean, authoritative paragraph at the top of Google's page, never...
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AI Data Centers Hide Their Water and Energy Costs
A language model delivers a fluent answer, but it cannot tell you how much water was consumed to generate that response. This is not a technical limitation; it is a structural silence built into the product. The same...
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AI Governance Gaps Enable Bias and Misinformation
Computer science conferences publish papers that claim new models can predict creditworthiness or detect fake news with near perfect accuracy. But when these systems leave the lab and enter a lending platform or social...
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Open Source AIs Transparency Promise Is a Trap
The boundary where human judgment meets machine recommendation is rarely a clean line. A doctor relies on an AI diagnostic tool that claims to be "open source" – meaning anyone can inspect its reasoning, find its...
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