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The "it" in AI models is the dataset

https://nonint.com/2023/06/10/the-it-in-ai-models-is-the-dataset/
3•jxmorris12•2h ago

Comments

measurablefunc•1h ago
If the goal is to recreate the training data set then all functional approximations are extensionally equivalent modulo biases introduced by the architecture. What I mean by architectural bias is how missing pieces of the data manifold are imputed, i.e. given some point x (w/o a matching output in the optimization corpus) different algorithms will give different results based on how x is encoded into the interal/latent representation of the data manifold. But even this difference is essentially averaged away by the users b/c the goal is to create something that will please the most number of users so it all eventually converges to the average agreed upon sentiment of a large enough sample of people.

Swift on iOS 6

https://j-w-i.org/swiftios6.html
1•J_W_I_•2m ago•0 comments

Lisp (Book) (1989)

https://en.wikipedia.org/wiki/Lisp_(book)
6•fuzztester•4m ago•1 comments

Amiga Top Picks: UFO: Enemy Unknown [video]

https://www.youtube.com/watch?v=s6Fbcuh6vVo
1•doener•5m ago•0 comments

Regions: A Local-First Agentic Framework

https://github.com/dibrale/Regions
1•dibrale•6m ago•1 comments

Passive Obsession

https://www.avabear.xyz/p/passive-obsession
1•jger15•13m ago•0 comments

Collective Shout Seeks Removal of Games, "Even When They Are Not Illegal"

https://www.thegamer.com/collective-shout-details-it-seeks-removal-of-games-whether-legal-or-not/
15•healsdata•13m ago•0 comments

Trapped in the Infinite Honey Pot

https://brianschrader.com/archive/trapped-in-the-infinite-honey-pot/
1•sonicrocketman•15m ago•0 comments

Behind the Scenes of the 60 Minutes Story about Khan Academy

https://blog.khanacademy.org/behind-the-scenes-of-the-60-minutes-story-about-khan-academy-includi...
1•pmaddams•15m ago•0 comments

Retrieval Embedding Benchmark (RTEB)

https://huggingface.co/spaces/embedding-benchmark/RTEB
1•fzliu•15m ago•0 comments

You Are Probably an NPC

https://www.gurwinder.blog/p/why-you-are-probably-an-npc
1•dwa3592•16m ago•0 comments

Startup's AI Tech Is Already Live in 911 Call Centers

https://www.inc.com/chloe-aiello/this-startups-ai-tech-is-already-live-in-911-call-centers/91144953
1•bookmtn•16m ago•0 comments

Ask HN: What are the best tools out there for text to video generation?

3•manveerc•18m ago•2 comments

Scrambled RNA nudges people towards type 2 diabetes

https://medicalxpress.com/news/2025-08-scrambled-rna-nudges-millions-people.html
1•PaulHoule•19m ago•0 comments

'We're winning a battle': Mexico's jaguar numbers up 30% in conservation drive

https://www.theguardian.com/world/2025/sep/01/mexico-jaguar-numbers-rise-conservation-drive
1•pseudolus•19m ago•0 comments

"Natural" Isn't Always Safe: Reframing Herbal-Induced Liver Injury

https://www.medscape.com/viewarticle/natural-isnt-always-safe-reframing-herbal-induced-liver-2025...
2•wjb3•20m ago•0 comments

Elevated 429 Errors on Cloudflare R2

https://www.cloudflarestatus.com/incidents/ffp7ntvfsb26
1•ezekg•28m ago•0 comments

The Tinkertoy Computer

https://www.retrothing.com/2006/12/the_tinkertoy_c.html
1•ColinWright•29m ago•0 comments

Extraordinary Popular Delusions and the Madness of Crowds

https://en.wikipedia.org/wiki/Extraordinary_Popular_Delusions_and_the_Madness_of_Crowds
2•indigodaddy•31m ago•0 comments

Ask HN: What great book are you currently reading or recently finished?

4•chistev•33m ago•5 comments

This Month in Ladybird

https://ladybird.org/newsletter/2025-08-31/
15•net01•36m ago•0 comments

The Ongoing Fallout from a Breach at AI Chatbot Maker Salesloft

https://krebsonsecurity.com/2025/09/the-ongoing-fallout-from-a-breach-at-ai-chatbot-maker-salesloft/
3•todsacerdoti•37m ago•0 comments

GLM Coding Plan for Claude Code

https://z.ai/subscribe
2•mrklol•44m ago•0 comments

Don't Build Multi-Agents

https://cognition.ai/blog/dont-build-multi-agents
31•JnBrymn•44m ago•3 comments

Do conversations end when people want them to?

https://www.experimental-history.com/p/do-conversations-end-when-people
2•ntnbr•53m ago•0 comments

Rented Robots Get the Worst Jobs and Help Factories Keep the Humans

https://www.nytimes.com/2025/08/25/business/factories-robot-rentals.html
2•bookofjoe•55m ago•1 comments

Show HN: IndiePubStack – Open-source self-hosting Substack alternative for devs

https://github.com/IndiePubStack/IndiePubStack
2•andfadeev•58m ago•0 comments

ShaderGlass lets you run GPU shaders over any window

https://github.com/mausimus/ShaderGlass
3•gman83•59m ago•0 comments

Show HN: Codefmt – a fast Markdown code block formatter

https://github.com/1nwf/codefmt
2•1nwf•59m ago•0 comments

Ultima Underworld Retrospective – Forging a New Era [video]

https://www.youtube.com/watch?v=KegyZSGhVMg
3•CharlesW•59m ago•0 comments

Show HN: TypeScript boilerplate for scaling Claude Code beyond context limits

https://github.com/shinpr/ai-coding-project-boilerplate
2•shinpr•1h ago•0 comments