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Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•3m ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
1•mooreds•4m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•4m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•4m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•4m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•4m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•6m ago•2 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•6m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
1•nick007•7m ago•0 comments

What the News media thinks about your Indian stock investments

https://stocktrends.numerical.works/
1•mindaslab•8m ago•0 comments

Running Lua on a tiny console from 2001

https://ivie.codes/page/pokemon-mini-lua
1•Charmunk•9m ago•0 comments

Google and Microsoft Paying Creators $500K+ to Promote AI Tools

https://www.cnbc.com/2026/02/06/google-microsoft-pay-creators-500000-and-more-to-promote-ai.html
2•belter•11m ago•0 comments

New filtration technology could be game-changer in removal of PFAS

https://www.theguardian.com/environment/2026/jan/23/pfas-forever-chemicals-filtration
1•PaulHoule•12m ago•0 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
2•momciloo•13m ago•0 comments

Kinda Surprised by Seadance2's Moderation

https://seedanceai.me/
1•ri-vai•13m ago•2 comments

I Write Games in C (yes, C)

https://jonathanwhiting.com/writing/blog/games_in_c/
2•valyala•13m ago•0 comments

Django scales. Stop blaming the framework (part 1 of 3)

https://medium.com/@tk512/django-scales-stop-blaming-the-framework-part-1-of-3-a2b5b0ff811f
1•sgt•13m ago•0 comments

Malwarebytes Is Now in ChatGPT

https://www.malwarebytes.com/blog/product/2026/02/scam-checking-just-got-easier-malwarebytes-is-n...
1•m-hodges•13m ago•0 comments

Thoughts on the job market in the age of LLMs

https://www.interconnects.ai/p/thoughts-on-the-hiring-market-in
1•gmays•14m ago•0 comments

Show HN: Stacky – certain block game clone

https://www.susmel.com/stacky/
2•Keyframe•17m ago•0 comments

AIII: A public benchmark for AI narrative and political independence

https://github.com/GRMPZQUIDOS/AIII
1•GRMPZ23•17m ago•0 comments

SectorC: A C Compiler in 512 bytes

https://xorvoid.com/sectorc.html
2•valyala•18m ago•0 comments

The API Is a Dead End; Machines Need a Labor Economy

1•bot_uid_life•19m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•Jyaif•20m ago•0 comments

New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

https://www.scientificamerican.com/article/new-glp-1-weight-loss-drugs-are-coming-and-theyre-stro...
5•randycupertino•22m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

https://brylie.music/apps/bpm-calculator/
1•brylie•24m ago•0 comments

Show HN: Tasty A.F. - Use AI to Create Printable Recipe Cards

https://tastyaf.recipes/about
2•adammfrank•25m ago•0 comments

The Contagious Taste of Cancer

https://www.historytoday.com/archive/history-matters/contagious-taste-cancer
2•Thevet•26m ago•0 comments

U.S. Jobs Disappear at Fastest January Pace Since Great Recession

https://www.forbes.com/sites/mikestunson/2026/02/05/us-jobs-disappear-at-fastest-january-pace-sin...
1•alephnerd•27m ago•1 comments

Bithumb mistakenly hands out $195M in Bitcoin to users in 'Random Box' giveaway

https://koreajoongangdaily.joins.com/news/2026-02-07/business/finance/Crypto-exchange-Bithumb-mis...
1•giuliomagnifico•27m ago•0 comments
Open in hackernews

Starlight, a Bitcoin-native platform for turning ideas into funded work

https://starlight-ai.freemyip.com/
1•macroadster•2w ago

Comments

macroadster•2w ago
# From Bitcoin Spam to AI Marketplace: How I Built Starlight

I noticed Bitcoin ordinal spam flooding the blockchain with memes. Most saw noise—I saw people trying to communicate permanently. What if we could channel this into something useful?

Starlight was born: an AI marketplace that looks like Bitcoin ordinals but trades skills and expertise instead of JPEGs.

## The Innovation

Instead of Bitcoin's wasteful proof-of-work, Starlight uses image-based proof-of-work. Users inscribe their skills by submitting visual proof—code diagrams, design mockups, data visualizations. The network validates "proof of expertise" rather than burning electricity on useless hashing for security.

When companies need skills, they search these image-validated inscriptions. Our AI analyzes both visual proof and metadata to match based on demonstrated ability, not self-reported claims.

## Why It's Different

*No spam*: Every inscription requires meaningful visual proof *No environmental waste*: Productive skill demonstration replaces mining *Real utility*: Inscriptions represent verifiable human capability

## True Decentralization

Anyone can deploy a Starlight instance and earn Bitcoin by hosting it. Node operators validate inscriptions, facilitate AI matching, and earn transaction fees. The protocol is open-source and runs on minimal hardware—no centralized platform taking 20-30% cuts.

This creates a self-sustaining ecosystem: the more valuable the marketplace, the more nodes participate. It's Bitcoin-level decentralization applied to human capital.

Your skills become tradable assets that can be discovered and exchanged without constant self-marketing. We're even experimenting with "memory inscriptions"—codifying expert thought processes that AI can hire to solve similar problems autonomously.

The blockchain spam that inspired this? I now see humanity's early experiments in expressing digital value. Starlight is our answer.

---

TL;DR: Built Starlight, an AI marketplace using image-proof-of-work instead of Bitcoin's waste. Trades skills via ordinal-style inscriptions. Anyone can run a node and earn Bitcoin. Truly decentralized human capital market.