Rubric 02
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The connecting tissue of research, technology and culture.
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The AI Confidence Gap Widens Beyond Our Ability to Verify
The AI Confidence Gap Widens Beyond Our Ability to Verify The most unsettling thing about artificial intelligence is not that it makes mistakes. It is that it makes mistakes with the same calm confidence it uses to...
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AI Agents Reshape Tax Advisory Professional Judgment
AI Agents Reshape Tax Advisory Professional Judgment The tax advisor's core promise has always been a simple one: I will see what you cannot see. For decades, that promise rested on a foundation of accumulated...
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Airbnb's AI Cuts Product Launch Time by 60 Percent
Airbnb's AI Cuts Product Launch Time by 60 Percent The most revealing number in Airbnb's latest earnings call was not its revenue growth or its booking volume. It was a single, almost clinical statistic tucked inside...
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Human-powered AI chatbot exposes our need to be heard
Human powered AI chatbot exposes our need to be heard The billboard went up in San Francisco in late July, and the first thing you notice is the confidence. A man's face, a simple promise: "the leading chat interface...
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AI designed new phages to fight resistant bacteria
AI designed new phages to fight resistant bacteria In 1917, a French Canadian microbiologist named Félix d'Hérelle discovered something that would briefly make him one of the most famous scientists on Earth. He had been...
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AI Safety Team Targets Machine Overconfidence
AI Safety Team Targets Machine Overconfidence The most dangerous moment in the AI era is not when a machine gives a wrong answer. It is when the machine sounds absolutely certain about something it never actually...
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AI Model Gives Hurricane Warnings an Extra Day of Lead Time
AI Model Gives Hurricane Warnings an Extra Day of Lead Time The gap between what AI researchers publish in journals and what actually reaches people in harm's way is usually a canyon. Papers announce breakthroughs,...
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AI forecasters replace human weather judgment
AI forecasters replace human weather judgment The gap between what AI promises and what it actually delivers is rarely as visible as it is in weather forecasting. For decades, simulating the atmosphere required...
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Anthropic custom chips signal AI hardware shift
Anthropic custom chips signal AI hardware shift Artificial intelligence has reached a point where the models are no longer the limiting factor. The algorithms have advanced to a stage where the hardware running them...
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AI Browsers Strip Away Human Judgment
AI Browsers Strip Away Human Judgment The attack does not look like an attack. It looks like a newsletter sign up page, the kind of frictionless web form that millions of people click through every day without a second...
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AI Makes Grid Operator Judgment Superfluous
AI Makes Grid Operator Judgment Superfluous Seeing Everything, Knowing Nothing A control room operator watches the screen. Power flows across the map in bright lines. Then, without warning, one line dims and another...
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Scientists Propose Papers for AI Instead of People
Scientists Propose Papers for AI Instead of People The Precedent We Refuse to See In 1665, the Royal Society launched Philosophical Transactions, and with it came a strange new contract between scientists and their...
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