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GitHub's famous number says Copilot users finished a task 55% faster. A Harvard paper tracking 718 firms finds AI agents raised lines of code 30%, while finished work showed no statistically significant change.
GitHub, research blog post (7 Sep 2022); tested at firm level in a Harvard working paper (current version 4 Aug 2026) ·
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GitHub's 2022 post says developers using Copilot finished a task 55% faster.
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A solo developer rebuilt Word, Excel and PowerPoint with Claude, the post says. The WordCraft README says it is about 60% of the way to replacing Word for real work, and the spreadsheet app says 50%.
Viral post trending on tech forums; apps published by ArtCraft (Brandon Thomas) on GitHub, 7 Oct 2026 ·
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A solo developer rebuilt Word, Excel and PowerPoint as free open-source apps using Claude.
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Ten minutes of AI erodes your ability to persist, Berkeley's headline says. The study measured skipped problems on a paid online task, three test problems each, and its largest trial found the skip gap was not significant.
Berkeley News (UC Berkeley), headline on a 9 Oct 2026 story about an arXiv preprint; reached the Hacker News front page ·
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Berkeley News headlined that using AI for just 10 minutes erodes your ability to persist at hard things.
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Members read the full check on every story: what the evidence shows, why it matters to you and the one line to take with you. Every past edition, re-verified, and the Receipts Pack come with it. A$89 a year, about A$0.24 a day.
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Your trial ends 30 days after you start. Unless you cancel before then in Account → Manage subscription, we charge A$89 for the first year. It renews automatically at A$89/yr until cancelled.
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we find that although AI assistance improves performance in the short-term, people perform significantly worse without AI and are more likely to give up
Reading estimate: 541 words at 200 words per minute. Source quotes and the optional sections below add reading time.
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