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Guan, the solopreneur behind WriteMapper, argues that AI will transform how we work without replacing every tool: each technology shapes what we create, chat is not the best interface for most tasks, and choosing the right tool remains up to us.
2 min · 383 words
Steering AI Beyond AutomationA Research Agenda and Plan for Action
Stanford economist Gabriel Unger and Princeton's Arvind Narayanan argue AI need not be mainly about automating human labor. They set out four research problems for collaborative agents, explain why the automation agenda dominates computer science culture, survey the economics and policy debate, and propose a bottom-up, market-driven path plus targeted policies to steer AI toward augmenting workers.
25 min · 5,650 words
“Men with Queer Nerves”: The Jumping Frenchmen of Maine
Ross Bullen writes for The Public Domain Review about the French-Canadian lumberjacks around Maine's Moosehead Lake who, at the slightest stimulus, would jump, strike out or mimic languages they could not speak, and about neurologist George M. Beard, who first wrote about them in an 1878 essay and linked their behavior to religious frenzy and neurasthenia.
16 min · 3,760 words
Is ‘Attention’ the Essence of Intelligence?
Quanta columnist Natalie Wolchover traces the attention mechanism from Dzmitry Bahdanau's 2014 internship work on machine translation in Montreal through transformers to today's AI boom, and asks why attention turned out to be the key mathematical idea, drawing on researchers' views about what it captures and whether brains do something similar more efficiently.
10 min · 2,402 words
Why were Victorian elites so effective?
Samuel Hughes argues in Works in Progress that the small elite who ran Victorian Britain and its empire succeeded despite, or because of, habits modern productivity culture frowns on: a classics-heavy, sports-mad education, late mornings, heavy drinking, and endless balls and dinners. He suggests these customs built a tight-knit community bound by loyalty and status competition.
23 min · 5,318 words
L-systems generate weevils, pizza toppings, and matriarchal lineages
Mark Jason Dominus explores Fibonacci words and L-systems—how the same rewrite rules generate rabbit genealogies, weevil patterns, pizza toppings, and matriarchal lineages.
2 min · 360 words