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Toxicity on Social Media – The Noisy Room

Hacker News Top · 2026-05-12 Cached

A Stanford study analyzing billions of social media posts reveals that only ~3% of users generate severely toxic content, but engagement-driven algorithms disproportionately amplify this minority, distorting public perception and driving self-censorship among the majority.

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Using AI for just 10 minutes might make you lazy and dumb

Hacker News Top · 2026-05-11 Cached

A new study by researchers from MIT, Carnegie Mellon, Oxford, and UCLA finds that using AI chatbots for just 10 minutes can significantly reduce human persistence and problem-solving abilities once the AI is removed. The findings suggest a need to design AI systems that scaffold learning rather than simply providing direct answers.

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Researchers gave 1,222 people AI assistants, then took them away after 10 minutes. Performance crashed below the control group and people stopped trying. UCLA, MIT, Oxford, and Carnegie Mellon call it the "boiling frog" effect.

Reddit r/artificial · 2026-04-20

A multi-institutional study of 1,222 participants found that brief AI assistant use (10 minutes) led to measurable cognitive decline and reduced effort on subsequent tasks compared to control groups, termed the 'boiling frog' effect. The research provides causal evidence that even short-term AI reliance may impair independent problem-solving performance.

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