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A Machine Learning Researcher's Notes from 5k Hours of Tekken

2•taha_moji•1h ago
Author here. MS in CS from Georgia Tech. Published at NeurIPS and NAACL. Spent ~5,000 hours on Tekken and reached top 0.5% globally. This is what I found. At 60fps with 50ms decision windows, you can't react. You have to predict. Your brain compresses 900+ possible moves into threat categories, reads patterns from partial information, and updates when you get punched in the face. Repeatedly. This hit #1 on r/ArtificialIntelligence today. 130K views. 93% upvote rate. Apparently people wanted to read about fighting games and cognition. Who knew. Happy to discuss the methodology or why CPU opponents that read your inputs aren't actually "solving" the game. https://www.reddit.com/r/ArtificialInteligence/comments/1pq7cnw/what_5000_hours_of_mastering_tekken_taught_me/

The Cabbage Patch Kids caused a near-riot in the 1980s

https://www.bbc.com/culture/article/20251121-how-the-cabbage-patch-kids-caused-a-near-riot
1•1659447091•14m ago•0 comments

The Abolition of Work – Bob Black (1991)

https://theanarchistlibrary.org/library/bob-black-the-abolition-of-work
1•vismit2000•20m ago•0 comments

Cheaper, cleaner energy drives Germany's balcony-solar boom

https://www.dw.com/en/boom-small-solar-devices-plugged-into-household-sockets-german-energy-trans...
2•rustoo•21m ago•0 comments

Ruby 4.0.0 Preview3 Released

https://www.ruby-lang.org/en/news/2025/12/18/ruby-4-0-0-preview3-released/
1•doppp•24m ago•0 comments

37signals Dev – The Rails Delegated Type Pattern

https://dev.37signals.com/the-rails-delegated-type-pattern/
1•doppp•27m ago•0 comments

$10,000 Xmas Wager on the Navier-Stokes Millennium Prize

https://twitter.com/mhutter42/status/2001857421569032444
1•surprisetalk•29m ago•0 comments

Papa's Arcade: Play Papa Louie and Flipline Games Online

https://www.papas-arcade.com/
1•causalzap•31m ago•0 comments

I Keep Returning to Middle-Earth

https://www.nytimes.com/2025/12/19/opinion/tolkien-grief-lord-rings.html
1•divbzero•32m ago•0 comments

When a chatbot runs your store

https://www.aiweirdness.com/when-a-chatbot-runs-your-store/
1•snibsnib•37m ago•0 comments

Building ScrapeForge in public. Day 1 update

1•Vishwas-Batra•39m ago•0 comments

Want to link from Google's app store to your app? That'll be $2–4 per install

https://www.theverge.com/news/848540/google-app-fees-external-link-downloads-alternative-payments
2•SanjayMehta•45m ago•0 comments

Tech firm that helped police find the Brown suspect sparks privacy concerns

https://www.cnn.com/2025/12/19/tech/flock-safety-ai-cameras-brown-suspect-privacy
2•stevenj•46m ago•2 comments

News Hacker – HN Interpretations in Chinese

https://newshacker.me/
1•big_toast•54m ago•1 comments

Show HN: Finrup – a free, offline-first personal finance app for iOS

https://apps.apple.com/in/app/finrup/id6752817572
2•amritghimire•59m ago•1 comments

Server prices in 2026, cheap NVMe options

https://blog.rackout.net/buying-servers-2026-tips-surviving-ram-ssd-price-spikes
3•jammo•1h ago•0 comments

Recursive Project Search in Emacs

https://lukeplant.me.uk/blog/posts/recursive-project-search-in-emacs/
1•dbaupp•1h ago•0 comments

Show HN: Depsy – one API for SaaS vendor status (is it us or them?)

https://depsy.io
1•malik_naji•1h ago•0 comments

An AI researcher in the Cathedral of molecular biology

https://chaitjo.substack.com/p/an-ai-researcher-in-the-cathedral
1•chaitjo•1h ago•1 comments

To Catch a Predator: Leak exposes the internal operations of mercenary spyware

https://securitylab.amnesty.org/latest/2025/12/intellexa-leaks-predator-spyware-operations-exposed/
12•walterbell•1h ago•0 comments

2001 [video]

https://www.youtube.com/watch?v=Fwnphd_QUXo
4•ipnon•1h ago•0 comments

Sydney Uni data goes walkabout after criminals raid code repo

https://www.theregister.com/2025/12/19/sydney_uni_breach/
5•breve•1h ago•0 comments

Glint AI – Turn text descriptions into animated videos in seconds

https://glintai.org/
1•pmeduri1•1h ago•1 comments

CIX releases P1 CPU TRM and developer guides and SDK source code

https://www.cnx-software.com/2025/12/13/cix-releases-p1-cpu-trm-and-developer-guides-for-gpu-ai-a...
2•mocular•1h ago•1 comments

Alma, Elegant AI Provider Orchestration

https://alma.now/
1•jinqueeny•1h ago•0 comments

Seeking honest feedback on production planning and scheduling pain points

https://taktora.ai
1•totallyscout•1h ago•1 comments

TikTok says Chinese owner will retain core US business

https://www.ft.com/content/7a778d46-8bf8-4b11-af4e-5e5bd891cb9d
2•SilverElfin•1h ago•1 comments

CPR: Christmas Present Rush

https://sublevelgames.itch.io/cpr-christmas-present-rush
2•greentec•1h ago•0 comments

Rust and the Price of Ignoring Theory [video]

https://www.youtube.com/watch?v=1iPWt1gvT_w
1•ok123456•1h ago•0 comments

Exposing Game Servers over Tailscale

https://chameth.com/exposing-game-servers-over-tailscale/
2•todsacerdoti•1h ago•0 comments

A Machine Learning Researcher's Notes from 5k Hours of Tekken

2•taha_moji•1h ago•0 comments