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What is the business behind publishing AI models?

1•john1203•1h ago
Fine-tuning models requires substantial effort, not only in terms of knowledge but also in terms of financial costs and time. What is the advantage of publishing the results “free of charge” in public repositories?

Comments

re-thc•1h ago
Get testers to collect feedback without paying for hosting costs. To kill off competition with closed off models that are behind services.

Some countries have rather specific reasons e.g. China. Most high end AI tooling e.g. Nvidia GPUs are "banned" or capped. They're low on capacity. So they train their models with Nvidia GPUs outside of their country (i.e. avoid import ban), publish the model and then fine tune it back home for their market.

Beyond Ralph – Experiments in Claude Code Context Wrangling

https://twitter.com/NicerInPerson/status/2011848150881874084
1•AffableSpatula•4m ago•0 comments

Why Regret Is an Illusion

https://medium.com/@gp2030/why-regret-is-an-illusion-33b766821cf9
1•light_triad•4m ago•0 comments

GitHub Is Down?

2•java-man•6m ago•2 comments

Open source haptic input knob: BLDC motor and round LCD [video]

https://www.youtube.com/watch?v=ip641WmY4pA
1•rjmunro•7m ago•0 comments

Rewrite of the homu bors implementation in Rust

https://github.com/rust-lang/bors
1•weinzierl•9m ago•0 comments

Show HN: ChatCapture Pro – Auto-Save AI Conversations Locally (Chrome/Firefox)

https://addons.mozilla.org/de/firefox/addon/chatcapture-pro/
1•ChatCapturePro•11m ago•0 comments

Sounds on the Web

https://www.userinterface.wiki/sounds-on-the-web
1•ulrischa•12m ago•0 comments

How should we handle garbage time in tabletop games?

https://www.skeletoncodemachine.com/p/garbage-time
1•debo_•14m ago•0 comments

GitHub Incident

https://www.githubstatus.com/incidents/q987xpbqjbpl
9•aggrrrh•14m ago•0 comments

God's Spooks: Religion, Spying, and the Cold War

https://churchlifejournal.nd.edu/articles/gods-spooks-religion-spying-and-the-cold-war/
2•thinkingemote•15m ago•0 comments

Winslop: De-Slop Windows

https://github.com/builtbybel/Winslop
2•petecooper•16m ago•0 comments

Ask HN: Have paid ads worked for your MVP? What budget, channels, and strategy?

1•julienreszka•16m ago•1 comments

The race to build the next generation of jet engines

https://www.ft.com/content/d0f29855-fdb7-4356-8f9f-94eecf42664b
2•madog•16m ago•2 comments

We solved trust for AI Agents in 1973 (we just forgot)

https://www.bauplanlabs.com/post/we-solved-trust-for-ai-agents-in-1973
3•jtagliabuetooso•17m ago•0 comments

Simple Method for Distance to Ellipse (2017)

https://blog.chatfield.io/simple-method-for-distance-to-ellipse/
1•karagenit•17m ago•0 comments

US Passport / visa photos with AI

1•kalpanki•18m ago•0 comments

Selling SaaS in Japan

https://embedworkflow.com/blog/what-saas-founders-should-know-about-entering-the-japanese-market/
3•ewf•20m ago•1 comments

New Lawsuit Shows Medical Privacy Could Be at Risk

https://www.forbes.com/sites/monicahunter-hart/2026/01/15/your-medical-privacy-could-be-at-risk-a...
1•primitivesuave•20m ago•0 comments

Drone sampling of whale breath reveals first evidence of virus in Arctic

https://phys.org/news/2025-12-drone-sampling-whale-reveals-evidence.html
1•PaulHoule•20m ago•0 comments

Puff – pyproject.toml formatter (built by Claude Code)

https://github.com/leonkozlowski/puff
1•ikswolzok•21m ago•0 comments

Coolidge Effect

https://en.wikipedia.org/wiki/Coolidge_effect
1•rzk•21m ago•0 comments

A benchmark for LLM vericoding: formally verified program synthesis

https://arxiv.org/abs/2509.22908
2•cpeterso•21m ago•0 comments

Applepay vs. Googlepay Security

https://globallinkconsulting.sg/images/2025/05/applepay-vs-googlepay.png
2•janandonly•21m ago•0 comments

I hate Rust (programming language)

https://dorinlazar.ro/240228-i-hate-rust-programming-language/
2•smCloudInTheSky•21m ago•1 comments

Show HN: RagTune – EXPLAIN ANALYZE for your RAG retrieval layer

https://github.com/metawake/ragtune
1•metawake•21m ago•2 comments

GitHub Is Down

14•dfajgljsldkjag•22m ago•13 comments

Why one small American town won't stop stoning its residents to death

https://archiveofourown.org/works/73396436
2•bearseascape•22m ago•2 comments

New Social Web Working Group at W3C

https://socialwebfoundation.org/2026/01/15/new-social-web-working-group-at-w3c/
2•todsacerdoti•22m ago•0 comments

GitHub Partially Down?

2•tiernano•22m ago•3 comments

Wikipedia celebrates 25 years of knowledge at its best

https://wikimediafoundation.org/news/2026/01/15/wikipedia-celebrates-25years/
1•Tomte•22m ago•1 comments