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Relative toposes for artificial general intelligence [video]

https://www.youtube.com/watch?v=JQ0iyKZ-ZRw&list=PLq6qUEvr5AcqwHDndHHrReQY8qjdOMAAP&index=2
2•measurablefunc•1h ago

Comments

esafak•56m ago
I'm not familiar with topos theory, so can someone suggest a setting in which the richer mathematical structure afforded by topoi pays off, since they are presumably more expensive than traditional Euclidean models? I'm thinking of how protein models use geometric learning, as an example. How costly are topos models anyway? Could topos models be used to improve distillation; retain more capability for a given model size?

Implementation of a Java Processor on a FPGA

https://mavmatrix.uta.edu/electricaleng_theses/337/
1•mghackerlady•10m ago•0 comments

Ask HN: Builders vs. Mercenaries – does this distinction make sense?

1•grandimam•11m ago•0 comments

All you can do is play the game

https://benn.substack.com/p/all-you-can-do-is-play-the-game
1•kiyanwang•11m ago•0 comments

A battery included hacker's file manager with Vim inspired keybind in a single

https://github.com/houqp/kiorg
1•todsacerdoti•11m ago•0 comments

Procedurally Generating Infinite Marble Runs [video]

https://www.youtube.com/watch?v=ULpNiZU2tpg
1•todsacerdoti•13m ago•0 comments

Tailscale for Kindle (KUAL)

https://github.com/mitanshu7/tailscale_kual
1•Quizzical4230•13m ago•1 comments

Show HN: Thanos-CLI – a Python tool that deletes half your files

https://github.com/soldatov-ss/thanos
1•stranger-ss•20m ago•0 comments

Using 'Probability' as a Deepfake Detection Metric

https://www.unite.ai/using-probability-as-a-deepfake-detection-metric/
1•50kIters•20m ago•0 comments

Baixe vídeos do Pinterest online

https://pinterestvideodownload.org
1•adamofernando•25m ago•0 comments

The Fate of Data Model Dependency

https://medium.com/@HobokenDays/the-fate-of-shared-data-model-cf8a3dc88ac9
1•HobokenDays1•27m ago•1 comments

Tailsitter Drone Development Story

https://twitter.com/anduriltech/status/1991229412071661719
1•keepamovin•35m ago•0 comments

NASA's 3I/Atlas Image Gallery

https://science.nasa.gov/solar-system/comets/3i-atlas/comet-3i-atlas-image-gallery/
2•aggrrrh•39m ago•0 comments

ArcOS – A natural-language Cognitive Clone OS

https://github.com/Takeshi-Sakamoto5/ArcOS
1•takeshi_sakamo•41m ago•3 comments

PHP 8.5 gets released today, here's what's new

https://stitcher.io/blog/new-in-php-85
9•brentroose•43m ago•0 comments

Nazi bombs, torpedo heads and mines: how marine life thrives on dumped weapons

https://www.theguardian.com/environment/2025/nov/20/oceans-germany-baltic-sealife-reefs-toxic-sec...
2•ggm•44m ago•0 comments

Niri Is a Pretty Cool Wayland Compositor

https://www.youtube.com/watch?v=11FrmMPPZ10
1•Babkock•46m ago•0 comments

Brownouts Reveal System Boundaries

https://jyn.dev/brownouts-reveal-system-boundaries/
1•zdw•46m ago•0 comments

Show HN: Reproducible Dotfiles with Nix Flakes

https://github.com/momeemt/config
2•momeemt•49m ago•0 comments

Show HN: Adviser – User-friendly CLI tool for running jobs in the cloud

https://github.com/adviserlabs/docs
1•reducks•49m ago•0 comments

Learn the Basics of Google Antigravity

https://www.youtube.com/watch?v=nTOVIGsqCuY
2•ms7892•49m ago•0 comments

Moving Beyond the NPM Elliptic Package

https://soatok.blog/2025/11/19/moving-beyond-the-npm-elliptic-package/
1•zdw•50m ago•0 comments

PCI Express over Ethernet [pdf]

https://grouper.ieee.org/groups/1722/contributions/2025/20250513_IEEE1722_PCIeOverEthernetProposa...
2•geerlingguy•51m ago•0 comments

Show HN: Pro Dev Tools (Client-Side) Coded by Gemini 3 in 30 Minutes

https://devtool.com
1•devtool007•52m ago•0 comments

Show HN: An A2A-compatible, open-source framework for multi-agent networks

https://github.com/openagents-org/openagents
18•snasan•58m ago•10 comments

Report AI TECH Talking to Windows' Copilot AI makes a computer feel incompetent

https://www.theverge.com/report/822443/microsoft-windows-copilot-vision-ai-assistant-pc-voice-con...
1•alsetmusic•58m ago•0 comments

LLMs End the 15-Year MARL Era and Redefine Multi-Agent Collaboration

https://medium.com/@openagents/the-end-of-a-15-year-marl-era-how-llms-are-redefining-multi-agent-...
1•snasan•1h ago•0 comments

NWSL launches initiative to have all players, coaches and staff trained in CPR

https://www.espn.com/soccer/story/_/id/47024532/angel-city-savy-king-hopes-cpr-program-make-nwsl-...
1•1659447091•1h ago•1 comments

MPEG-2 DCT Recompression FAQ (2003)

https://forum.doom9.org/showthread.php?&threadid=63587
1•exvi•1h ago•0 comments

Show HN: I Built an Animated UI Library for React Lovers

https://ogblocks.dev/
1•ItsKaranKK•1h ago•4 comments

Basalt Woven Textile – MaterialDistrict

https://materialdistrict.com/material/basalt-woven-textile/
11•rbanffy•1h ago•1 comments