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Ask HN: How AI teams source and license training data?

1•ibnzUK•8h ago
I'm deep in research on how AI teams actually source and license training data (text, audio, video, synthetic). Not the theory, but real, messy, day-to-day process. I'm NOT pitching or selling anything. I'm having short 15-minute conversations with people who work on this daily, and the insights have been genuinely eye-opening. Happy to share what I'm learning in return.

If you know someone who fits any of these, I'd massively appreciate an intro or a tag in the comments.

Possible targets: ML engineers or data leads at companies training or fine-tuning LLMs. Anyone responsible for sourcing or procuring training data. Teams building domain-specific AI models (healthcare, legal, finance, speech) People working on multilingual model training

Show HN: How to Catch Documentation Drift with Claude Code and GitHub Actions

https://dosu.dev/blog/how-to-catch-documentation-drift-claude-code-github-actions
1•onlydole•1m ago•0 comments

Runtime observability and policy enforcement for AI coding agents

https://www.oculisecurity.com/
1•rellaElla•1m ago•0 comments

Wine 11.4 – Run Windows Applications on Linux, BSD, Solaris and macOS

https://www.winehq.org/announce/11.4
1•neustradamus•1m ago•0 comments

BlackRock $26B Private Credit Fund Limits Withdrawals

https://www.bloomberg.com/news/articles/2026-03-06/blackrock-s-26-billion-private-credit-fund-lim...
1•greesil•2m ago•1 comments

Dracarys

https://dracarys.robertborghesi.is/
1•darmensdf•2m ago•0 comments

Project Operational Autonomy: our agent-to-agent-future

https://pebblebed.com/blog/operational-autonomy
1•kmavm•2m ago•0 comments

China's 792M kWh compressed air energy station now operational

https://interestingengineering.com/energy/china-largest-compressed-air-energy-station-world
1•pseudolus•5m ago•0 comments

Are there any companies who are anti-AI?

1•anti-ai-dev•7m ago•0 comments

The Worst Acquisition in History, Again

https://www.profgmedia.com/p/the-worst-acquisition-in-history
1•JumpCrisscross•7m ago•0 comments

OpenPawz Conductor Protocol

https://github.com/OpenPawz/openpawz/blob/main/reference/conductor-protocol.mdx
1•gotham64•9m ago•1 comments

Show HN: Unread, turns your unread newsletters into a daily podcast

https://app.unread.live
1•benfosterdev•9m ago•0 comments

Show HN: See Your Money in 3D

https://moneyvisualiser.com
1•KhazP•9m ago•0 comments

Show HN: Verified n8n community node for Anytype

https://github.com/splch/n8n-nodes-anytype
1•splch•10m ago•0 comments

Claude Code vs. Codex (Nate B Jones) [video]

https://www.youtube.com/watch?v=09sFAO7pklo
1•JnBrymn•12m ago•0 comments

Show HN: Synclippy – Ephemeral rooms for sharing text or files

https://synclippy.ujjwalvivek.com
1•ujjwalvivek•12m ago•0 comments

PKGSmith

https://pkgsmith.app/
1•Fogh•15m ago•0 comments

Plan 9 from User Space

https://9fans.github.io/plan9port/
1•tosh•16m ago•0 comments

GPT-5.4 code-golfs GPT-2

https://twitter.com/hansonwng/status/2030000810894184808
1•tosh•17m ago•0 comments

Re-creating the complex cuisine of prehistoric Europeans

https://arstechnica.com/science/2026/03/recreating-the-complex-cuisine-of-prehistoric-europeans/
1•apollinaire•18m ago•0 comments

Oracle and OpenAI drop Texas data center expansion plan

https://www.reuters.com/business/oracle-openai-end-plans-expand-texas-data-center-site-bloomberg-...
2•speckx•18m ago•0 comments

Palera1n Jailbreak Compiled and Run on a Samsung Galaxy S3 (PostmarketOS, ARMv7)

https://github.com/noxbitx/s3ra1n/tree/main
2•noxbit•18m ago•0 comments

Eval awareness in Claude Opus 4.6's BrowseComp performance

https://www.anthropic.com/engineering/eval-awareness-browsecomp
1•gcampbell•19m ago•0 comments

Show HN: I built an international calling platform/Android App

https://voklit.app
1•ahmgeek•20m ago•0 comments

If flip-phones can make a comeback, can Flash do the same?

https://disassociated.com/flip-phones-comeback-can-flash/
1•speckx•20m ago•0 comments

An AI disaster is getting ever closer

https://www.economist.com/briefing/2026/03/05/an-ai-disaster-is-getting-ever-closer
3•bookofjoe•23m ago•1 comments

Ecological Imperialism

https://kschroeder.substack.com/p/my-library-ecological-imperialism
1•MaysonL•23m ago•0 comments

Python 'Chardet' Package Replaced with LLM-Generated Clone, Re-Licensed

https://developers.slashdot.org/story/26/03/06/1614252/python-chardet-package-replaced-with-llm-g...
1•jakobdabo•25m ago•0 comments

Asana: Scaling our invalidation pipeline (Part 1)

https://asana.com/inside-asana/scaling-invalidation-pipeline-part-1
1•Bringoff•25m ago•0 comments

Host Claude Artifacts on your own domain

https://artifact.ninja/
1•mooreds•25m ago•0 comments

Issue: The Consciousness Question Is Being Asked Wrong

https://medium.com/@sheldonksalmon/issue-the-consciousness-question-is-being-asked-wrong-0e6d2eae...
1•sheldonksalmon•27m ago•0 comments