frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

fp.

Open in hackernews

An objective description of consciousness made using information theory

https://drive.google.com/file/d/18GEVyw7QTAX-0pxYWBrGm_zta-d6okmN/view?usp=drivesdk
2•Trenthug•7mo ago

Comments

Trenthug•7mo ago
This essay presents an original, information-theoretic model of consciousness, built around the structure of belief-formation in response to object descriptions. It begins with the premise that all entities can be described through statements of the form O(x)–Q(y), where O(x) is an object and Q(y) a quality, both indexed by natural numbers. Consciousness is formally defined as the ratio of the complexity of an observer’s true beliefs to the total complexity of the object’s full description. Misbelief (Schizo-Consciousness) is the complexity of falsely labeled descriptions, and Unconsciousness corresponds to the portion of the object’s description for which the observer holds no beliefs.

To capture this structure visually and computationally, the model introduces geometric metaphors—a graph and a layered paper diagram—to illustrate how different observers might overlap or diverge in their conscious mappings of the same object. Each observer’s belief system is governed by an internal “brain code,” a modifiable algorithm updated in response to external stimuli. Two types of brain codes are proposed: one for belief updates (B-code) and one for attention dynamics (A-code), both of which vary across individuals and can model psychological conditions such as ADHD, OCD, or psychosis.

The essay also explores complexity metrics for descriptions, including binary encodings, programming representations, and entropy-based measures. It introduces the idea of “atomic qualities” as potential irreducible elements of description, which could ground a method of formal complexity measurement. Overall, the model provides a mathematically structured approach to comparing, simulating, and potentially diagnosing differing conscious states based on how beliefs correspond to the inherent description of reality.

Effectiveness of AI detection tools in identifying AI-generated articles

https://www.ijoms.com/article/S0901-5027(26)00025-1/fulltext
1•XzetaU8•5m ago•0 comments

Warsaw Circle

https://wildtopology.com/bestiary/warsaw-circle/
1•hackandthink•5m ago•0 comments

Reverse Engineering Raiders of the Lost Ark for the Atari 2600

https://github.com/joshuanwalker/Raiders2600
1•pacod•10m ago•0 comments

The AI4Agile Practitioners Report 2026

https://age-of-product.com/ai4agile-practitioners-report-2026/
1•swolpers•11m ago•0 comments

Digital Independence Day

https://di.day/
1•pabs3•15m ago•0 comments

What a bot hacking attempt looks like: SQL injections galore

https://old.reddit.com/r/vibecoding/comments/1qz3a7y/what_a_bot_hacking_attempt_looks_like_i_set_up/
1•cryptoz•16m ago•0 comments

Show HN: FlashMesh – An encrypted file mesh across Google Drive and Dropbox

https://flashmesh.netlify.app
1•Elevanix•17m ago•0 comments

Show HN: AgentLens – Open-source observability and audit trail for AI agents

https://github.com/amitpaz1/agentlens
1•amit_paz•18m ago•0 comments

Show HN: ShipClaw – Deploy OpenClaw to the Cloud in One Click

https://shipclaw.app
1•sunpy•20m ago•0 comments

Unlock the Power of Real-Time Google Trends Visit: Www.daily-Trending.org

https://daily-trending.org
1•azamsayeedit•22m ago•1 comments

Explanation of British Class System

https://www.youtube.com/watch?v=Ob1zWfnXI70
1•lifeisstillgood•23m ago•0 comments

Show HN: Jwtpeek – minimal, user-friendly JWT inspector in Go

https://github.com/alesr/jwtpeek
1•alesrdev•26m ago•0 comments

Willow – Protocols for an uncertain future [video]

https://fosdem.org/2026/schedule/event/CVGZAV-willow/
1•todsacerdoti•28m ago•0 comments

Feedback on a client-side, privacy-first PDF editor I built

https://pdffreeeditor.com/
1•Maaz-Sohail•32m ago•0 comments

Clay Christensen's Milkshake Marketing (2011)

https://www.library.hbs.edu/working-knowledge/clay-christensens-milkshake-marketing
2•vismit2000•38m ago•0 comments

Show HN: WeaveMind – AI Workflows with human-in-the-loop

https://weavemind.ai
8•quentin101010•44m ago•2 comments

Show HN: Seedream 5.0: free AI image generator that claims strong text rendering

https://seedream5ai.org
1•dallen97•46m ago•0 comments

A contributor trust management system based on explicit vouches

https://github.com/mitchellh/vouch
2•admp•48m ago•1 comments

Show HN: Analyzing 9 years of HN side projects that reached $500/month

3•haileyzhou•48m ago•0 comments

The Floating Dock for Developers

https://snap-dock.co
2•OsamaJaber•49m ago•0 comments

Arcan Explained – A browser for different webs

https://arcan-fe.com/2026/01/26/arcan-explained-a-browser-for-different-webs/
2•walterbell•50m ago•0 comments

We are not scared of AI, we are scared of irrelevance

https://adlrocha.substack.com/p/adlrocha-we-are-not-scared-of-ai
1•adlrocha•51m ago•0 comments

Quartz Crystals

https://www.pa3fwm.nl/technotes/tn13a.html
2•gtsnexp•54m ago•0 comments

Show HN: I built a free dictionary API to avoid API keys

https://github.com/suvankar-mitra/free-dictionary-rest-api
2•suvankar_m•56m ago•0 comments

Show HN: Kybera – Agentic Smart Wallet with AI Osint and Reputation Tracking

https://kybera.xyz
2•xipz•58m ago•0 comments

Show HN: brew changelog – find upstream changelogs for Homebrew packages

https://github.com/pavel-voronin/homebrew-changelog
1•kolpaque•1h ago•0 comments

Any chess position with 8 pieces on board and one pair of pawns has been solved

https://mastodon.online/@lichess/116029914921844500
2•baruchel•1h ago•1 comments

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

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

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

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

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

https://www.whereismymoneygo.com/
2•raleobob•1h ago•1 comments