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Show HN: Patina, an AI that learns your judgment, not just your tasks

https://github.com/Sanctum-Origo-Systems/patina
2•andywidjaja•1h ago

Comments

andywidjaja•1h ago
I was drowning in 100+ messages per-day at work and existing AI tools just wouldn't cut it because of default sorts (e.g. recency, etc.), not by what actually matters to me.

I tried modeling it to think like me when responding to messages: belief graph with decay, trust scoring from behavior, and graduated autonomy to prevent AI from mis-categorizing my messages. Went down the path of open source so everyone can try it with a provided demo data in the repo. I'm just looking for feedback on the architecture, especially the belief decay and graduated autonomy concepts.

Thanks

Transformer Golf – The Unrolled Transformer

https://github.com/mingusb/transformer-golf
1•brianjmingus•2m ago•0 comments

Starcloud hits $1.1B valuation to build space-based data centers

https://www.geekwire.com/2026/orbital-ai-seattle-area-startup-starcloud-hits-1-1b-valuation-to-bu...
1•bko•2m ago•0 comments

New light-powered chip could accelerate AI and quantum computing

https://www.sciencedaily.com/releases/2026/06/260601025343.htm
1•pcael•3m ago•0 comments

Ask HN: Is Everyone an Engineer Now?

1•piratesAndSons•4m ago•0 comments

S&P will not change its rules to get SpaceX in early

https://www.axios.com/2026/06/04/musk-spacex-ipo-sp-investors
2•boguscoder•6m ago•0 comments

South Korean Forums Will Need to Scan Every Images with AI Censorship Tools

https://discuss.privacyguides.net/t/south-korean-online-communities-will-need-to-scan-every-image...
1•Cider9986•8m ago•1 comments

The impact of linguistic features on CTR in Instagram ads

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0338313
1•PaulHoule•8m ago•0 comments

Tilling the Garden: Use AI differently to make interesting and useful apps

https://mikecaulfield.substack.com/p/tilling-the-garden-a-different-way
1•lemming•9m ago•0 comments

Senior U.S. Officials Eye Government Shares in AI Giants

https://www.notus.org/technology/trump-ai-stake-openai
1•spenvo•11m ago•0 comments

What was your "Oh Shit" moment with GenAI?

1•andrehacker•11m ago•0 comments

China's solar majors charge into batteries as panel sales falter

https://www.reuters.com/business/energy/chinas-solar-majors-charge-into-batteries-panel-sales-fal...
1•JumpCrisscross•13m ago•0 comments

Flesh-eating screwworm confirmed in Texas calf as parasite crosses from Mexico

https://www.reuters.com/business/healthcare-pharmaceuticals/unconfirmed-us-case-flesh-eating-scre...
1•JumpCrisscross•14m ago•0 comments

SpaceX IPO Website

https://www.spacexipo.com
1•malshe•14m ago•0 comments

Microsoft to tighten human rights measures after inquiry into Israel deals

https://www.theguardian.com/technology/2026/jun/04/microsoft-to-tighten-human-rights-measures-aft...
1•lorecore•17m ago•0 comments

S&P Dow Jones Indices Consultation on Treatment of MegaCap Companies

https://press.spglobal.com/2026-06-04-S-P-Dow-Jones-Indices-Consultation-on-Treatment-of-MegaCap-...
1•pradn•18m ago•0 comments

ProlificTea

1•TheProfitKing•19m ago•0 comments

Silent Slide

https://www.silentslide.app
1•bicoastalai•20m ago•0 comments

Librecode (Yet Another Agent Harness)

https://github.com/omarluq/librecode
1•omarluq•21m ago•0 comments

Show HN: Papernews – self-hosted daily newspaper PDF for your reMarkable

https://github.com/marcj/papernews
2•bourbonproof•25m ago•0 comments

Kubelize – Free tool to manage multiple Kubernetes clusters

https://kubelize.me/
1•garymoon•26m ago•0 comments

Afar and Below: The Story of the Wyoming Trona Miners [video]

https://www.youtube.com/watch?v=JsYmw6FtSIA
1•Teever•27m ago•0 comments

Serving Transformers: Lessons from the Trenches – Stanford CS25 Transformers [video]

https://www.youtube.com/watch?v=ZUdIsRZhWXI
2•matt_d•29m ago•0 comments

Can you solve this hw prompt?

https://docs.google.com/document/d/1OMI3ioBeifmtClDXrmiXOe4WE4dYfJpPFVJxgPYpvX4/edit?tab=t.0
1•NYKidzzz•29m ago•1 comments

Using Ropes for Computation

https://wiki.xxiivv.com/site/knots_computing.html
2•cmod•30m ago•0 comments

Living in an Alive World

https://longreads.com/2026/06/02/jenny-odell-deep-listening-soft-eyes/
1•bookofjoe•30m ago•0 comments

No special treatment for SpaceX in the S&P 500 [pdf]

https://www.spglobal.com/spdji/en/documents/indexnews/announcements/20260604-1483731/1483731_spdj...
3•borski•31m ago•0 comments

Anticompetitive directors

https://www.columbialawreview.org/content/anticompetitive-directors/
1•hhs•32m ago•0 comments

Constrained Adaptive Rejection Sampling

https://arxiv.org/abs/2510.01902
1•matt_d•33m ago•0 comments

Foxconn and TSMC are running an 800-year-old operating system

https://twitter.com/josefchen/status/2060346552959303981
1•josefchen•33m ago•0 comments

Show HN: Skim any YouTube video. be happy

https://chromewebstore.google.com/detail/skim-get-to-the-point-fre/eenbaojdcmnbdlhkmambidocigepdobm
1•betterhealth12•35m ago•0 comments