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Core – A self-governing AI that modifies its own code via a constitution

https://github.com/DariuszNewecki/CORE
1•d_newecki•2h ago

Comments

d_newecki•2h ago
Author here. I'm excited to share the first public prototype of CORE, a project I've been working on to explore how an AI system can build and evolve software safely. I've always been concerned by the "black box" nature of many AI dev tools. They generate code, but often without clear principles, governance, or traceability. This makes them risky for anything that requires trust and auditability. CORE is my attempt at a solution. The core idea is a strict separation between the system's "Mind" (a declarative .intent/ directory with its constitution, policies, and self-knowledge) and its "Body" (the Python source code). It can only act in ways that are aligned with its constitution, and any proposed changes to its own governing principles must go through a secure, human-in-the-loop "canary check" process. Right now, it's an architectural prototype. The self-audit and constitutional amendment loops are stable and working. The next big step is building out the agent capabilities to let it generate new applications from scratch. I'm making this public now to get feedback on the core architecture and to find potential collaborators who are also interested in this new frontier of governed, self-improving systems. I'd love to hear your thoughts. I'll be here all day to answer questions.

NYT: Staggering U.S. Tariffs Begin as Trump Widens Trade War

https://www.nytimes.com/2025/08/07/business/economy/trump-tariffs-trade-war.html
1•Animats•1m ago•0 comments

Alberta no longer sure about big savings from auto insurance reforms

https://www.cbc.ca/news/canada/calgary/alberta-insurance-savings-400-doubtful-analysis-1.7603277
2•geox•2m ago•0 comments

Shell-with-me/shwim: instant E2EE terminal sharing

https://meejah.ca/blog/initial-shwim-release
1•meejah•7m ago•1 comments

Is AI 'The Ultimate Version of Google,' as Larry Page Wanted?

https://thenewstack.io/is-ai-the-ultimate-version-of-google-as-larry-page-wanted/
1•mathattack•8m ago•0 comments

Tesla Disbands Dojo Supercomputer Team in Blow to AI Effort

https://www.bloomberg.com/news/articles/2025-08-07/tesla-disbands-dojo-supercomputer-team-in-blow-to-ai-effort
1•mfiguiere•8m ago•1 comments

Cursor is now in your terminal

https://twitter.com/cursor_ai/status/1953559384531050724
1•tosh•9m ago•0 comments

Apple executives have held internal talks about buying AI startup Perplexity

https://www.businesstimes.com.sg/companies-markets/telcos-media-tech/apple-executives-have-held-internal-talks-about-buying-ai-startup-perplexity
2•mathattack•9m ago•0 comments

Eat Your Potatoes Mashed, Boiled or Baked, but Hold the Fries

https://www.harvardmagazine.com/2025/08/harvard-study-potatoes-fries-diabetes-risk
2•gnabgib•9m ago•0 comments

Reinforcement Learning for Reasoning in LLMs with One Training Example

https://arxiv.org/abs/2504.20571
1•babelfish•9m ago•0 comments

Elon Musk outlines AI-led Grok future for advertising on X

https://digiday.com/marketing/elon-musk-outlines-ai-led-grok-future-for-advertising-on-x/
1•mathattack•11m ago•0 comments

Why Conspiracy Theories Never Die, Richard Hofstadter's Paranoid Style

https://medium.com/@guillaume.a.pignol/conspiracy-theories-the-paranoid-style-richard-hofstadters-x-ray-of-the-american-mind-3a50571d361a
2•light_triad•11m ago•0 comments

Show HN: Built my first proper SaaS and got the first customer

https://usesaki.com/
1•askides•12m ago•0 comments

A Treatise on AI Chatbots Undermining the Enlightenment

https://maggieappleton.com/ai-enlightenment/
1•sebg•15m ago•0 comments

AI Is a Time Machine

https://substack.com/home/post/p-170397551
1•muhneesh•18m ago•0 comments

Worktrees: Git's best kept secret (and why you should use them)

https://www.tomups.com/posts/git-worktrees/
2•handfuloflight•18m ago•0 comments

Show HN: GPT5 generated kayak weather forecaster

https://paddlecast.org/
2•kylenessen•20m ago•0 comments

Fallout's Memory Model [video]

https://www.youtube.com/watch?v=6kB_fko6SIg
1•nxobject•24m ago•0 comments

ATM Hacking: Past and Present (HOPE conference next week)

https://hope.net/talks.html
3•RomanPushkin•25m ago•1 comments

Achieving 10,000x training data reduction with high-fidelity labels

https://research.google/blog/achieving-10000x-training-data-reduction-with-high-fidelity-labels/
2•badmonster•25m ago•0 comments

Heretic and Hexen Restored and Updated – Official Launch Trailer [video]

https://www.youtube.com/watch?v=jnzow2f3Rt4
3•nomilk•26m ago•0 comments

Flipper Zero DarkWeb Firmware Bypasses Rolling Code Security

https://www.rtl-sdr.com/flipperzero-darkweb-firmware-bypasses-rolling-code-security/
5•lq9AJ8yrfs•26m ago•2 comments

Genetically tractable non-vertebrate system complete camera-type eye regen

https://www.nature.com/articles/s41467-025-61681-6
1•bookofjoe•26m ago•0 comments

The lawyer who beat Tesla is ready for 'round two'

https://www.theverge.com/tesla/720157/tesla-death-lawsuit-verdict-lawyer-brett-schreiber-interview
4•smy20011•26m ago•2 comments

Photovoltaic, photoluminescent and photometric wireless wearable sensors

https://www.nature.com/articles/s41467-025-60911-1
1•PaulHoule•27m ago•0 comments

Generative Models as Catalysts for Critical Thinking in Higher Education

https://chuahkeeman.substack.com/p/generative-models-as-catalysts-for
2•handfuloflight•29m ago•0 comments

Show HN: (YC S23) OCR that works on the messiest PDFs

https://www.trycardinal.ai/
14•devijha•30m ago•0 comments

Common statistical tests are linear models (or: how to teach stats)

https://lindeloev.github.io/tests-as-linear/
1•sebg•31m ago•0 comments

High Agency

https://www.highagency.com/
1•AnhTho_FR•32m ago•0 comments

79% of OpenBSD kernel source is AMD DRM

https://marc.info/?l=openbsd-misc&m=175313564329081
13•cnst•32m ago•1 comments

Rare events are hard to find

https://jesslgraves.github.io/posts/2025-08-02-rare-events-pt1/#rare-events-are-hard-to-find
2•sebg•33m ago•0 comments