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What Works: The Hardware Compatibility Filter in Neural Architecture

https://lambpetros.substack.com/p/what-actually-works-the-hardware
1•speiroxaiti•57m ago

Comments

speiroxaiti•57m ago
OR: How GPU primitives shape adoption, why MoE spread, and why architecture innovation is slowing down.

Ever wondered what happened to capsule networks and neural ODEs?

I was curious about what makes some architectures work, while others disapear after being hyped.

This is my first take, on what limits LLM architecture innovations from adoption.

(there are more then one reasons, as I understood afterall)

Olga Tokarczuk Recommends Visionary Science Fiction

https://www.newyorker.com/books/book-currents/olga-tokarczuk-recommends-visionary-science-fiction
1•bookofjoe•1m ago•1 comments

Why Does A.I. Write Like That?

https://www.nytimes.com/2025/12/03/magazine/chatbot-writing-style.html
1•tptacek•2m ago•0 comments

National Security Strategy of the United States of America [pdf]

https://www.whitehouse.gov/wp-content/uploads/2025/12/2025-National-Security-Strategy.pdf
1•collinmanderson•3m ago•0 comments

I made this because I was struggling as a dad can you tell me what you think?

https://BirthdayInvitation.ai
1•nedhuang•4m ago•1 comments

Why Boulder PD transitioned to encrypted radios

https://www.dailycamera.com/2025/12/06/chief-stephen-redfearn-boulder-police-department-radio-sca...
1•apwheele•5m ago•0 comments

Grokipedia's political perspective closely matches Elon Musk's personal views

https://english.elpais.com/technology/2025-12-06/jimmy-wales-grokipedias-political-perspective-se...
1•geox•5m ago•0 comments

Telemetry-Anchored Chaotic Cipher – A physics-conditioned key evolutionprototype

https://github.com/FoxhunterLabs/TACC_Demo
1•FoxhunterLabs•6m ago•1 comments

Reflections from shutting down my VC backed startup after 4 years

https://shivekkhurana.com/blog/reflections-after-shutting-down-first-vc-backed-startup/
1•shivekkhurana•8m ago•0 comments

Netflix is not a tech company (2019)

https://www.ben-evans.com/benedictevans/2019/7/31/Netflix
1•aleda145•11m ago•0 comments

Say – a terminal‑first voice and video call utility

https://github.com/svanichkin/say
3•gnodar•12m ago•0 comments

Looking for contributors: AI news curation agent (MIT license)

https://github.com/tejiri-code/pulse-ai
1•tejiri15•15m ago•1 comments

Why I Don't Socialize at 35 Living in China [video]

https://www.youtube.com/watch?v=L6N0t_bkawA
1•donsupreme•20m ago•0 comments

Byte Shop 50th Year Birthday Party

https://byteshop50thyearbirthdayp.rsvpify.com
1•robterrell•20m ago•1 comments

The cognitive neuroscience of memory representations

https://www.sciencedirect.com/science/article/pii/S014976342500418X?via%3Dihub
1•bookofjoe•20m ago•0 comments

Apple Rocked by Executive Departures, with Chip Chief at Risk of Leaving Next

https://www.bloomberg.com/news/articles/2025-12-06/apple-rocked-by-executive-departures-with-john...
5•retskrad•20m ago•1 comments

Show HN: Manifesto – An AI-Native UI Framework Intent-to-State, Not Text-to-App

https://manifesto-ai.dev
1•eggplantiny•22m ago•0 comments

Show HN: SideSpark – A Local, Private AI Note Taker for macOS

https://sidespark.app/
1•raj_khare•26m ago•0 comments

Weird FFmpeg Use Cases – Part 03

https://www.youtube.com/watch?v=5kvLDWYyJX8
2•implabinash•29m ago•1 comments

Show HN: I made a tool to make PDFs look scanned because bureaucracy

https://github.com/Francium-Tech/scanify
5•bragboy•33m ago•0 comments

Investigating a Possible Scammer in Journalism's AI Era

https://thelocal.to/investigating-scam-journalism-ai/
3•ohjeez•33m ago•0 comments

Perl's Decline Was Cultural

https://www.beatworm.co.uk/blog/computers/perls-decline-was-cultural-not-technical
33•todsacerdoti•34m ago•5 comments

GitHub Actions Has a Package Manager, and It Might Be the Worst

https://nesbitt.io/2025/12/06/github-actions-package-manager.html
3•todsacerdoti•35m ago•0 comments

Nearly half of tickets for Milan-Cortina Olympics still unsold

https://www.espn.com/olympics/story/_/id/47221223/nearly-half-tickets-milan-cortina-olympics-unsold
1•cwwc•36m ago•0 comments

What Billionaire Tech CEOs Get Wrong About the Future, with Adam Becker [video]

https://www.youtube.com/watch?v=o6UdRXloqGc
1•xbmcuser•39m ago•0 comments

FreeBSD 15: Why You'll Want It

https://freebsdfoundation.org/blog/freebsd-15-why-youll-want-it/
1•todsacerdoti•39m ago•0 comments

Show HN: AgentPG – Stateful AI Agents in Go with PostgreSQL Persistence

https://github.com/youssefsiam38/agentpg
2•youssefsiam38•39m ago•0 comments

Show HN: 3-Minute Connection – tiny daily missions for couples

https://conexao-em-3-minutos.vercel.app
1•ArielAio•42m ago•0 comments

Why ID Format Matters More Than ID Generation (Lessons from Production)

https://piljoong.dev/posts/distributed-id-generation-complicated/
2•fs_software•43m ago•0 comments

Claude Code Tips

https://github.com/ykdojo/claude-code-tips
2•ykdojo•43m ago•1 comments

Show HN: Scrollbots – 24/7 Infinite LLM Characters Debating Any Topic

https://scrollbots.com
1•sbcom•43m ago•0 comments