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How Much Does Education Improve Intelligence? A Meta-Analysis [pdf]

https://labs.la.utexas.edu/tucker-drob/files/2019/08/Ritchie-Tucker-Drob-2018-Psych-Science-How-Much-Does-Education-Improve-Intelligence.pdf
2•sebg•20h ago

Comments

tamara_olive•19h ago
I get a little suspicious whenever education is discussed purely in terms of IQ deltas. Most of the leverage seems to come from giving people repeated chances to practice the handful of “intelligent” behaviors that IQ tests reward: working memory exercises, analogies, pattern completion. That’s useful, but it’s not the same thing as raising a person’s underlying capacity to navigate messy real-world problems.

What I’d love to see in these meta-analyses is a breakdown by instruction style. Content crammed through lectures probably does little beyond test familiarity, while project-based or apprenticeship-style programs often force you to build executive function—prioritizing, negotiating, moving from fuzzy requirements to concrete output. My hunch is that the latter matters more for what we informally call intelligence, but we rarely measure it because it’s harder than handing out Raven’s matrices.

Vui.el: Declarative, component-based UI library for Emacs

https://github.com/d12frosted/vui.el
1•lightveil•2m ago•0 comments

10x PostgreSQL performance boost on AWS RDS via ML-driven tuning

https://www.dbtune.com/blog/how-midwest-tape-achieved-a-10x-performance-boost-with-postgresql-tun...
1•lnardi•7m ago•1 comments

Marmot Protocol: Decentralized group messaging base on MLS and Nostr

https://github.com/marmot-protocol/marmot
1•cxplay•8m ago•0 comments

How to Hypothetically Secure $1B in Bitcoin

https://nelop.com/secure-1-billion-bitcoin/
1•nelop•10m ago•1 comments

LLM predictions for 2026, shared with Oxide and Friends

https://simonwillison.net/2026/Jan/8/llm-predictions-for-2026/
1•salvozappa•12m ago•0 comments

Show HN: A permanent digital billboard where communities fight for territory

https://www.themillionlines.com
1•lolzenom•13m ago•0 comments

An AI workspace built for deep work and long research workflows

https://alpie.ai/
1•ChiragArya•14m ago•0 comments

Phenomenon of "Grokking" in Neural Networks

https://twitter.com/godofprompt/status/2008458571928002948
1•vismit2000•14m ago•0 comments

Testing whether marketing emails will convert before you send them

https://vect.pro/#/signup?continue=%2Fapp%2Ftools%3Ftool%3DMarketing+Email
1•WoWSaaS•16m ago•1 comments

GLM-4.7: Frontier intelligence at record speed

https://www.cerebras.ai/blog/glm-4-7
1•sorenbs•20m ago•0 comments

Show HN: Tea Dating App for Men

https://www.herlaps.com/
2•ellie_dcruz•20m ago•2 comments

Iran: An Uprising Besieged from Within and Without: Three Perspectives

https://crimethinc.com/2026/01/07/iran-an-uprising-besieged-from-within-and-without-three-perspec...
1•pabs3•21m ago•0 comments

The future of space exploration depends on better biology

https://www.economist.com/leaders/2025/12/30/the-future-of-space-exploration-depends-on-better-bi...
1•zeristor•23m ago•1 comments

Using process dynamics to select compression modes online

https://substack.com/inbox/post/183988513
1•Alex1Morgan•24m ago•1 comments

Moving Scratch generation to Python on browser

https://kushaldas.in/posts/introducing-ektupy.html
1•kushaldas•29m ago•0 comments

How AI Is Making Everything More Expensive [video]

https://www.youtube.com/watch?v=JlmLdvCM-ZI
1•mgh2•30m ago•1 comments

Dutch set to outlaw fireworks after more new year chaos

https://www.theguardian.com/world/2026/jan/09/dutch-netherlands-fireworks-ban-new-years-eve
2•n1b0m•30m ago•0 comments

Apple Loses Safari Lead Designer to the Browser Company

https://www.macrumors.com/2026/01/08/apple-loses-safari-designer-to-the-browser-company/
2•mgh2•32m ago•0 comments

HP's EliteBoard G1a is a Ryzen-powered Windows 11 PC in a membrane keyboard

https://arstechnica.com/gadgets/2026/01/hps-eliteboard-g1a-is-a-ryzen-powered-windows-11-pc-in-a-...
1•teleforce•32m ago•0 comments

End-to-End Influencer Marketing AI Agent

https://kflx.ai/en
1•Lily_666•32m ago•1 comments

15 Years of Indie Dev in 4 Bits of Advice

https://www.pentadact.com/2026-01-08-15-years-of-indie-dev-in-4-bits-of-advice/
1•microflash•33m ago•0 comments

Who's who at X, the deepfake porn site formerly known as Twitter

https://www.ft.com/content/ad94db4c-95a0-4c65-bd8d-3b43e1251091
5•doener•35m ago•1 comments

Claude Code changes it's privacy settings and policy

2•tankenmate•38m ago•0 comments

GNU Awk and Me: 37 Years of Free Software Development [video]

https://www.youtube.com/watch?v=Hm1a-pWsnMI
3•benhoyt•38m ago•0 comments

Model Anxiety

https://blog.verifai.ai/model-anxiety-the-enterprise-dilemma-in-the-age-of-ai/
1•sandeepsr•39m ago•1 comments

Show HN: A small system monitor for Mac, based on the classic IRIX gr_osview

https://github.com/Pablo-Merino/OSView
1•kp195_•40m ago•0 comments

Show HN: A little app for learning vocab with daily images

https://app.snapalabra.com
2•detectivestory•42m ago•1 comments

Israel tells Doctors Without Borders to end its work in Gaza

https://www.nytimes.com/2026/01/06/world/middleeast/israel-bars-doctors-without-borders-gaza.html
14•jpster•44m ago•3 comments

Render AI Tool Free: Best Free AI Rendering Tools in 2026

https://vocus.cc/article/6960b54afd8978000134411f
1•architech_willy•44m ago•0 comments

Grok turns off image generator for most after outcry over sexualised AI imagery

https://www.theguardian.com/technology/2026/jan/09/grok-image-generator-outcry-sexualised-ai-imagery
8•beardyw•48m ago•1 comments