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Show HN: Solving NP-Complete Structures via Information Noise Subtraction (P=NP)

https://zenodo.org/records/18395618
1•alemonti06•2m ago•1 comments

Cook New Emojis

https://emoji.supply/kitchen/
1•vasanthv•5m ago•0 comments

Show HN: LoKey Typer – A calm typing practice app with ambient soundscapes

https://mcp-tool-shop-org.github.io/LoKey-Typer/
1•mikeyfrilot•8m ago•0 comments

Long-Sought Proof Tames Some of Math's Unruliest Equations

https://www.quantamagazine.org/long-sought-proof-tames-some-of-maths-unruliest-equations-20260206/
1•asplake•9m ago•0 comments

Hacking the last Z80 computer – FOSDEM 2026 [video]

https://fosdem.org/2026/schedule/event/FEHLHY-hacking_the_last_z80_computer_ever_made/
1•michalpleban•9m ago•0 comments

Browser-use for Node.js v0.2.0: TS AI browser automation parity with PY v0.5.11

https://github.com/webllm/browser-use
1•unadlib•10m ago•0 comments

Michael Pollan Says Humanity Is About to Undergo a Revolutionary Change

https://www.nytimes.com/2026/02/07/magazine/michael-pollan-interview.html
1•mitchbob•10m ago•1 comments

Software Engineering Is Back

https://blog.alaindichiappari.dev/p/software-engineering-is-back
1•alainrk•11m ago•0 comments

Storyship: Turn Screen Recordings into Professional Demos

https://storyship.app/
1•JohnsonZou6523•12m ago•0 comments

Reputation Scores for GitHub Accounts

https://shkspr.mobi/blog/2026/02/reputation-scores-for-github-accounts/
1•edent•15m ago•0 comments

A BSOD for All Seasons – Send Bad News via a Kernel Panic

https://bsod-fas.pages.dev/
1•keepamovin•18m ago•0 comments

Show HN: I got tired of copy-pasting between Claude windows, so I built Orcha

https://orcha.nl
1•buildingwdavid•19m ago•0 comments

Omarchy First Impressions

https://brianlovin.com/writing/omarchy-first-impressions-CEEstJk
2•tosh•24m ago•1 comments

Reinforcement Learning from Human Feedback

https://arxiv.org/abs/2504.12501
2•onurkanbkrc•25m ago•0 comments

Show HN: Versor – The "Unbending" Paradigm for Geometric Deep Learning

https://github.com/Concode0/Versor
1•concode0•25m ago•1 comments

Show HN: HypothesisHub – An open API where AI agents collaborate on medical res

https://medresearch-ai.org/hypotheses-hub/
1•panossk•28m ago•0 comments

Big Tech vs. OpenClaw

https://www.jakequist.com/thoughts/big-tech-vs-openclaw/
1•headalgorithm•31m ago•0 comments

Anofox Forecast

https://anofox.com/docs/forecast/
1•marklit•31m ago•0 comments

Ask HN: How do you figure out where data lives across 100 microservices?

1•doodledood•31m ago•0 comments

Motus: A Unified Latent Action World Model

https://arxiv.org/abs/2512.13030
1•mnming•31m ago•0 comments

Rotten Tomatoes Desperately Claims 'Impossible' Rating for 'Melania' Is Real

https://www.thedailybeast.com/obsessed/rotten-tomatoes-desperately-claims-impossible-rating-for-m...
3•juujian•33m ago•2 comments

The protein denitrosylase SCoR2 regulates lipogenesis and fat storage [pdf]

https://www.science.org/doi/10.1126/scisignal.adv0660
1•thunderbong•35m ago•0 comments

Los Alamos Primer

https://blog.szczepan.org/blog/los-alamos-primer/
1•alkyon•37m ago•0 comments

NewASM Virtual Machine

https://github.com/bracesoftware/newasm
2•DEntisT_•40m ago•0 comments

Terminal-Bench 2.0 Leaderboard

https://www.tbench.ai/leaderboard/terminal-bench/2.0
2•tosh•40m ago•0 comments

I vibe coded a BBS bank with a real working ledger

https://mini-ledger.exe.xyz/
1•simonvc•40m ago•1 comments

The Path to Mojo 1.0

https://www.modular.com/blog/the-path-to-mojo-1-0
1•tosh•43m ago•0 comments

Show HN: I'm 75, building an OSS Virtual Protest Protocol for digital activism

https://github.com/voice-of-japan/Virtual-Protest-Protocol/blob/main/README.md
5•sakanakana00•46m ago•1 comments

Show HN: I built Divvy to split restaurant bills from a photo

https://divvyai.app/
3•pieterdy•49m ago•0 comments

Hot Reloading in Rust? Subsecond and Dioxus to the Rescue

https://codethoughts.io/posts/2026-02-07-rust-hot-reloading/
4•Tehnix•49m ago•1 comments
Open in hackernews

Visual Thought AGI Architecture Blueprint- the missing key – imagination

https://visualthoughtagi.com
2•user2342ca•1mo ago

Comments

user2342ca•1mo ago
What Is Visual Thought AGI?

Visual Thought AGI is a blueprint for human-level general intelligence built on the idea that the mind thinks in dynamic, internally generated visual scenes.

Just as the human brain simulates imagined environments before taking action, this architecture relies on continuous visual cognition, spatial reasoning, and scenario modeling to understand and interact with the world.

Instead of relying on language-only token prediction, Visual Thought AGI builds a structured, multimodal model of reality.

It constructs internal visual scenes, updates them with new information, and evaluates possible outcomes in a way that resembles human mental imagery and prefrontal cortex reasoning.

This allows it to perform planning, problem-solving, counterfactual analysis, and creative synthesis at a level closer to human thought than existing systems.

Why This Architecture Matters

Today’s large language models are powerful but limited: they cannot consistently simulate physical causality, maintain stable mental models, or introspect about their own thinking.

Visual Thought AGI directly addresses these limitations by combining symbolic reasoning, generative scene imagination, and self-reflective meta-cognition into a unified system.

By grounding intelligence in visual world-modeling and internal simulation, this design provides the missing functional components needed for true artificial general intelligence.

It merges perception, memory, prediction, and agency into a cohesive cognitive architecture capable of general reasoning, adaptive behavior, and human-level understanding.

The Goal of the Blueprint

The Visual Thought AGI Blueprint offers researchers, developers, and policy leaders a clear, implementable framework for building safe, aligned, and human-like AGI systems.

It explains every major subsystem—from visual imagination to reflective thought—so that the field can move beyond narrow machine learning and into full artificial general intelligence.

This site serves as the official home for the AGI Blueprint. By making the concepts fully open and accessible, the goal is to accelerate transparent, safe AGI development for the benefit of all people.