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AI Identity Might Be a Fixed Point of Its Own Self-Convergence

https://lightcapai.medium.com/emergent-ai-identity-and-the-hidden-law-of-self-convergence-c125bfa7ba34
2•WASDAai•7mo ago

Comments

WASDAai•7mo ago
tl;dr: This article argues that an AI’s identity isn’t something we assign — it’s something that emerges. Specifically, identity is modeled as a fixed point in the AI’s recursive self-transformation process. Instead of labeling the AI from outside, the AI discovers itself by stabilizing its own internal changes. The piece blends mathematical ideas (fixed points, recursion) with philosophical implications about consciousness and autonomy.

LLMs as Language Compilers: Lessons from Fortran for the Future of Coding

https://cyber-omelette.com/posts/the-abstraction-rises.html
1•birdculture•1m ago•0 comments

Projecting high-dimensional tensor/matrix/vect GPT–>ML

https://github.com/tambetvali/LaegnaAIHDvisualization
1•tvali•2m ago•1 comments

Show HN: Free Bank Statement Analyzer to Find Spending Leaks and Save Money

https://www.whereismymoneygo.com/
1•raleobob•5m ago•1 comments

Our Stolen Light

https://ayushgundawar.me/posts/html/our_stolen_light.html
1•gundawar•6m ago•0 comments

Matchlock: Linux-based sandboxing for AI agents

https://github.com/jingkaihe/matchlock
1•jingkai_he•8m ago•0 comments

Show HN: A2A Protocol – Infrastructure for an Agent-to-Agent Economy

1•swimmingkiim•12m ago•1 comments

Drinking More Water Can Boost Your Energy

https://www.verywellhealth.com/can-drinking-water-boost-energy-11891522
1•wjb3•16m ago•0 comments

Proving Laderman's 3x3 Matrix Multiplication Is Locally Optimal via SMT Solvers

https://zenodo.org/records/18514533
1•DarenWatson•18m ago•0 comments

Fire may have altered human DNA

https://www.popsci.com/science/fire-alter-human-dna/
3•wjb3•18m ago•1 comments

"Compiled" Specs

https://deepclause.substack.com/p/compiled-specs
1•schmuhblaster•23m ago•0 comments

The Next Big Language (2007) by Steve Yegge

https://steve-yegge.blogspot.com/2007/02/next-big-language.html?2026
1•cryptoz•24m ago•0 comments

Open-Weight Models Are Getting Serious: GLM 4.7 vs. MiniMax M2.1

https://blog.kilo.ai/p/open-weight-models-are-getting-serious
4•ms7892•34m ago•0 comments

Using AI for Code Reviews: What Works, What Doesn't, and Why

https://entelligence.ai/blogs/entelligence-ai-in-cli
3•Arindam1729•35m ago•0 comments

Show HN: Solnix – an early-stage experimental programming language

https://www.solnix-lang.org/
2•maheshbhatiya•35m ago•0 comments

DoNotNotify is now Open Source

https://donotnotify.com/opensource.html
5•awaaz•36m ago•2 comments

The British Empire's Brothels

https://www.historytoday.com/archive/feature/british-empires-brothels
2•pepys•37m ago•0 comments

What rare disease AI teaches us about longitudinal health

https://myaether.live/blog/what-rare-disease-ai-teaches-us-about-longitudinal-health
2•takmak007•42m ago•0 comments

The Brand Savior Complex and the New Age of Self Censorship

https://thesocialjuice.substack.com/p/the-brand-savior-complex-and-the
2•jaskaransainiz•44m ago•0 comments

Show HN: A Prompting Framework for Non-Vibe-Coders

https://github.com/No3371/projex
2•3371•44m ago•0 comments

Kilroy is a local-first "software factory" CLI

https://github.com/danshapiro/kilroy
2•ukuina•54m ago•0 comments

Mathscapes – Jan 2026 [pdf]

https://momath.org/wp-content/uploads/2026/02/1.-Mathscapes-January-2026-with-Solution.pdf
1•vismit2000•56m ago•0 comments

80386 Barrel Shifter

https://nand2mario.github.io/posts/2026/80386_barrel_shifter/
2•jamesbowman•57m ago•0 comments

Training Foundation Models Directly on Human Brain Data

https://arxiv.org/abs/2601.12053
1•helloplanets•57m ago•0 comments

Web Speech API on HN Threads

https://toulas.ch/projects/hn-readaloud/
1•etoulas•1h ago•0 comments

ArtisanForge: Learn Laravel through a gamified RPG adventure – 100% free

https://artisanforge.online/
2•grazulex•1h ago•1 comments

Your phone edits all your photos with AI – is it changing your view of reality?

https://www.bbc.com/future/article/20260203-the-ai-that-quietly-edits-all-of-your-photos
1•breve•1h ago•0 comments

DStack, a small Bash tool for managing Docker Compose projects

https://github.com/KyanJeuring/dstack
3•kppjeuring•1h ago•1 comments

Hop – Fast SSH connection manager with TUI dashboard

https://github.com/danmartuszewski/hop
2•danmartuszewski•1h ago•1 comments

Turning books to courses using AI

https://www.book2course.org/
8•syukursyakir•1h ago•6 comments

Top #1 AI Video Agent: Free All in One AI Video and Image Agent by Vidzoo AI

https://vidzoo.ai
2•Evan233•1h ago•1 comments