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Ask HN: In-house or outsourced data annotation? (2025)

3•yogoism•8h ago
While big tech often outsources data annotation to firms like Scale AI, TURING, and Mercor, companies such as Tesla and Google run in-house teams.

Which approach do you think is better for AI and robotics development, and how will this trend evolve?

Please share your data annotation insights and experiences.

Trump administration takes aim at Biden and Obama cybersecurity rules

https://techcrunch.com/2025/06/07/trump-administration-takes-aim-at-biden-and-obama-cybersecurity-rules/
1•baxtr•2m ago•0 comments

The Pentagon Disinformation That Fueled America's UFO Mythology

https://www.wsj.com/politics/national-security/ufo-us-disinformation-45376f7e
2•toomanyrichies•8m ago•1 comments

Show HN: Visualize control flow, data flow attacks for open source MCP server

https://early.mcpwned.com/dashboard/scanner
1•coderinsan•8m ago•0 comments

Bresenham's Line Algorithm

https://en.wikipedia.org/wiki/Bresenham%27s_line_algorithm
2•ZeljkoS•9m ago•0 comments

Neuron–Astrocyte Associative Memory

https://www.pnas.org/doi/10.1073/pnas.2417788122
1•wjb3•12m ago•1 comments

Dietary Sugar Intake and Incident Type 2 Diabetes Risk

https://www.sciencedirect.com/science/article/pii/S2161831325000493
1•domofutu•15m ago•1 comments

MCP vs. API

https://glama.ai/blog/2025-06-06-mcp-vs-api
1•punkpeye•18m ago•0 comments

Why Understanding Software Cycle Time Is Messy, Not Magic

https://arxiv.org/abs/2503.05040
1•SiempreViernes•19m ago•1 comments

E-bikes and e-scooters are popular – but dangerous. Expert suggests improvements

https://theconversation.com/e-bikes-and-e-scooters-are-popular-but-dangerous-a-transport-expert-explains-how-to-make-them-safer-257126
2•gnabgib•27m ago•2 comments

Show HN: Small tool to query XML data using XPath

https://github.com/linkdd/xq
1•linkdd•29m ago•0 comments

Béla Bollobás explains the significance of Indian mathematician Ramanujan (1963) [video]

https://www.youtube.com/watch?v=fGFK7rhpbWk
1•squircle•31m ago•0 comments

60–70% of YC X25 Agent Startups Are Using TypeScript

2•Arindam1729•32m ago•4 comments

The Study No One Talks About [video]

https://www.youtube.com/watch?v=CqjsFTjLNyE
1•squircle•33m ago•0 comments

Ask HN: How to Get Started with CUDA

2•upmind•33m ago•0 comments

Exploring our collection: the canary resuscitator (2018)

https://blog.scienceandindustrymuseum.org.uk/canary-resuscitator/
1•mooreds•36m ago•0 comments

Stop Vibe Coding. Start Cyborg Coding

https://chaserabenn.medium.com/stop-vibe-coding-start-cyborg-coding-640f3e16c83e
2•chaserabenn•37m ago•0 comments

The /llms.txt file, helping language models use your website

https://github.com/AnswerDotAI/llms-txt
1•mooreds•37m ago•0 comments

Building an Airplane Factory From 75 Year old blueprints [video]

https://www.youtube.com/watch?v=sVIZsmdudZM
2•squircle•39m ago•0 comments

AA-56: an astronomical ephemeris calculator program

http://www.moshier.net/aadoc.html
2•fanf2•40m ago•0 comments

A New Look at the Donner Party (2012)

https://archaeology.org/issues/may-june-2012/letters-from/letter-from-california-a-new-look-at-the-donner-party/
1•mooreds•41m ago•0 comments

Will our next generation lose their own writing voice because of LLMs?

https://andreagao.com/posts/next-generation-writing-voice/
2•gytrcrt•43m ago•0 comments

Thoughtsourcing

https://dayafter.substack.com/p/thoughtsourcing
1•shmval•43m ago•0 comments

Archaeologists Find Intensive Indigenous Farming in Michigan

https://home.dartmouth.edu/news/2025/06/archaeologists-find-intensive-indigenous-farming-michigan
3•gnabgib•46m ago•0 comments

Math Symbol Frequencies

https://leancrew.com/all-this/2025/06/math-symbol-frequencies/
3•tosh•49m ago•0 comments

Convert Photos to Atkinson Dithering

https://gazs.github.io/canvas-atkinson-dither/
43•nvahalik•49m ago•11 comments

Joining Apple Computer

https://www.folklore.org/Joining_Apple_Computer.html
2•tosh•49m ago•0 comments

Show HN: Wicketkeeper - A self-hosted, privacy-friendly proof-of-work captcha

https://github.com/a-ve/wicketkeeper
2•a-ve•54m ago•0 comments

Updates to Advanced Voice Mode for paid users

https://help.openai.com/en/articles/6825453-chatgpt-release-notes
8•mfiguiere•55m ago•5 comments

Superblocks CEO: How to find a unicorn idea by studying AI system prompts

https://techcrunch.com/2025/06/07/superblocks-ceo-how-to-find-a-unicorn-idea-by-studying-ai-system-prompts/
1•rntn•59m ago•0 comments

Tapping new toolbox, engineers buck tradition in high-performing heat exchanger

https://techxplore.com/news/2025-05-toolbox-buck-tradition-high-exchanger.html
1•PaulHoule•1h ago•0 comments