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Ask HN: Do we need GPUs for intelligence, or just for matrix multiplication?

2•svanteru•1h ago
The brain runs on 20W. It doesn't do matrix math. It routes sparse signals through a graph where each node makes a local weighted decision. Intelligence emerges from the path, not from a global forward pass.

GPUs were adopted for AI because matrix multiplication is embarrassingly parallel. But is matrix multiplication actually required for intelligence — or is it just the only method we've tried at scale?

Crews battle algae bloom in Washington's newly repainted Reflecting Pool

https://www.reuters.com/world/us/crews-battle-algae-bloom-washingtons-newly-repainted-reflecting-...
1•geox•18s ago•0 comments

Commodore Made a Digital Detox Phone That Isn't Dumb

https://www.wired.me/story/commodore-made-a-digital-detox-phone-that-isnt-dumb
1•Audiophilip•44s ago•0 comments

As the Job Market Stutters, Simulated Work Is Surging

https://www.nytimes.com/2026/06/17/arts/video-games-work-job-simulators.html
1•gk1•1m ago•0 comments

Love in the Time of A.I. Companions

https://www.newyorker.com/magazine/2026/03/16/love-in-the-time-of-ai-companions
1•njrc•2m ago•0 comments

Show HN: Binked – A hand replayer for live poker

https://binked.app/create/
1•kevinsschmidt•2m ago•1 comments

Jobfloor hits 100 waitlist sign-ups in 24 hours

https://www.jobfloor.ai
1•Onyemacourage•3m ago•0 comments

Mencius

https://scholarworks.iu.edu/iuswrrest/api/core/bitstreams/265d73a0-6bfa-45df-92ff-4e7d3f8be4b1/co...
1•jruohonen•3m ago•0 comments

Rust PNG crate gets even faster, used by GNOME and Chromium

https://blog.image-rs.org/2026/06/18/png-adoption.html
1•nicoburns•3m ago•0 comments

Apple Announces Changes to iOS in Brazil

https://www.apple.com/newsroom/2026/06/apple-announces-changes-to-ios-in-brazil/
1•Austin_Conlon•3m ago•0 comments

Ask HN: Is there a way to stop the animated Google Doodles?

2•arnejenssen•6m ago•0 comments

SRAM Wall Art

https://old.reddit.com/r/chipdesign/comments/1u99eio/256x8_sram_wall_art/
1•random__duck•6m ago•0 comments

LLMs Put Style over Substance, You Should Put Substance over Style

https://www.felixhaba.com/writing/llms-put-style-over-substance/
1•feliixh•6m ago•0 comments

The Harajuku Moment

https://tim.blog/2024/02/09/harajuku-moment/
2•abhaynayar•7m ago•0 comments

Show HN: We ran 74 popular MCP servers in microVMs to see what breaks

https://usethrone.dev/registry
1•imtaimoorkhan•7m ago•0 comments

What We Know About Billionaire Peter Thiel's 'Dialog' Society

https://www.forbes.com/sites/maryroeloffs/2026/06/18/what-we-know-about-billionaire-peter-thiels-...
2•sreekanth850•8m ago•3 comments

Show HN: Emacs log-mode (cheap copy of Logseq)

https://github.com/luqtas/log-mode
1•luqtas•8m ago•0 comments

Ellf: Virtual NLP Engineer

https://beta.ellf.ai/
1•paffdragon•10m ago•0 comments

Global Freedom and Democracy Indices

https://www.amos.design/the-civic-atlas
1•bookofjoe•11m ago•0 comments

LLM biased against accessible code (Claude Code issue #56079)

https://www.aaron-gustafson.com/notebook/2026-06-17-llm-biased-against-accessible-code/
1•robin_reala•12m ago•0 comments

JetBrains IDE Expertise, Now on LinkedIn

https://blog.jetbrains.com/blog/2026/06/17/your-jetbrains-ide-expertise-now-on-linkedin/
1•WhiteDawn•12m ago•0 comments

SQLite Cloud SQLite database with real-time synchronization

https://www.sqlite.ai
1•Asfand3099•13m ago•0 comments

GLM-5.2 is probably the most powerful text-only open weights LLM

https://simonwillison.net/2026/Jun/17/glm-52/
6•Brajeshwar•14m ago•0 comments

Double Entry Programming

https://www.0xsid.com/blog/double-entry-programming
2•ssiddharth•16m ago•0 comments

What is the best Duolingo for X thing to build?

2•Lil-Finance-Bro•16m ago•2 comments

Windows 93

http://windows93.net/
2•xg15•18m ago•0 comments

Show HN: StartupWiki, a free alternative to crunchbase/pitchbook

https://startupwiki.tech/
1•shpran•19m ago•0 comments

AI-Native Firms

https://twitter.com/orgRem/status/2067318661669372196
1•jeffreyrogers•20m ago•0 comments

Cultivating Interests in Undergrad

https://bcmullins.github.io/favorite-books-from-undergrad/
1•wannabebarista•20m ago•0 comments

EOL – Find an audience from public posts, talk to it as one

https://www.earthonlines.com/product
1•BonanKou•21m ago•0 comments

Trump administration Backs Off Plan to End Ocean Monitoring

https://www.nytimes.com/2026/06/18/climate/trump-ocean-observatories-initiative.html
5•burkaman•21m ago•1 comments