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An open replacement for the IBM 3174 Establishment Controller

https://github.com/lowobservable/oec
1•bri3d•45s ago•0 comments

The P in PGP isn't for pain: encrypting emails in the browser

https://ckardaris.github.io/blog/2026/02/07/encrypted-email.html
1•ckardaris•2m ago•0 comments

Show HN: Mirror Parliament where users vote on top of politicians and draft laws

https://github.com/fokdelafons/lustra
1•fokdelafons•3m ago•1 comments

Ask HN: Opus 4.6 ignoring instructions, how to use 4.5 in Claude Code instead?

1•Chance-Device•4m ago•0 comments

We Mourn Our Craft

https://nolanlawson.com/2026/02/07/we-mourn-our-craft/
1•ColinWright•7m ago•0 comments

Jim Fan calls pixels the ultimate motor controller

https://robotsandstartups.substack.com/p/humanoids-platform-urdf-kitchen-nvidias
1•robotlaunch•11m ago•0 comments

Exploring a Modern SMTPE 2110 Broadcast Truck with My Dad

https://www.jeffgeerling.com/blog/2026/exploring-a-modern-smpte-2110-broadcast-truck-with-my-dad/
1•HotGarbage•11m ago•0 comments

AI UX Playground: Real-world examples of AI interaction design

https://www.aiuxplayground.com/
1•javiercr•12m ago•0 comments

The Field Guide to Design Futures

https://designfutures.guide/
1•andyjohnson0•12m ago•0 comments

The Other Leverage in Software and AI

https://tomtunguz.com/the-other-leverage-in-software-and-ai/
1•gmays•14m ago•0 comments

AUR malware scanner written in Rust

https://github.com/Sohimaster/traur
3•sohimaster•16m ago•1 comments

Free FFmpeg API [video]

https://www.youtube.com/watch?v=6RAuSVa4MLI
3•harshalone•16m ago•1 comments

Are AI agents ready for the workplace? A new benchmark raises doubts

https://techcrunch.com/2026/01/22/are-ai-agents-ready-for-the-workplace-a-new-benchmark-raises-do...
2•PaulHoule•21m ago•0 comments

Show HN: AI Watermark and Stego Scanner

https://ulrischa.github.io/AIWatermarkDetector/
1•ulrischa•22m ago•0 comments

Clarity vs. complexity: the invisible work of subtraction

https://www.alexscamp.com/p/clarity-vs-complexity-the-invisible
1•dovhyi•23m ago•0 comments

Solid-State Freezer Needs No Refrigerants

https://spectrum.ieee.org/subzero-elastocaloric-cooling
2•Brajeshwar•23m ago•0 comments

Ask HN: Will LLMs/AI Decrease Human Intelligence and Make Expertise a Commodity?

1•mc-0•24m ago•1 comments

From Zero to Hero: A Brief Introduction to Spring Boot

https://jcob-sikorski.github.io/me/writing/from-zero-to-hello-world-spring-boot
1•jcob_sikorski•25m ago•1 comments

NSA detected phone call between foreign intelligence and person close to Trump

https://www.theguardian.com/us-news/2026/feb/07/nsa-foreign-intelligence-trump-whistleblower
9•c420•25m ago•1 comments

How to Fake a Robotics Result

https://itcanthink.substack.com/p/how-to-fake-a-robotics-result
1•ai_critic•25m ago•0 comments

It's time for the world to boycott the US

https://www.aljazeera.com/opinions/2026/2/5/its-time-for-the-world-to-boycott-the-us
3•HotGarbage•26m ago•0 comments

Show HN: Semantic Search for terminal commands in the Browser (No Back end)

https://jslambda.github.io/tldr-vsearch/
1•jslambda•26m ago•1 comments

The AI CEO Experiment

https://yukicapital.com/blog/the-ai-ceo-experiment/
2•romainsimon•28m ago•0 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
5•surprisetalk•31m ago•0 comments

MS-DOS game copy protection and cracks

https://www.dosdays.co.uk/topics/game_cracks.php
4•TheCraiggers•32m ago•0 comments

Updates on GNU/Hurd progress [video]

https://fosdem.org/2026/schedule/event/7FZXHF-updates_on_gnuhurd_progress_rump_drivers_64bit_smp_...
2•birdculture•33m ago•0 comments

Epstein took a photo of his 2015 dinner with Zuckerberg and Musk

https://xcancel.com/search?f=tweets&q=davenewworld_2%2Fstatus%2F2020128223850316274
14•doener•33m ago•2 comments

MyFlames: View MySQL execution plans as interactive FlameGraphs and BarCharts

https://github.com/vgrippa/myflames
1•tanelpoder•35m ago•0 comments

Show HN: LLM of Babel

https://clairefro.github.io/llm-of-babel/
1•marjipan200•35m ago•0 comments

A modern iperf3 alternative with a live TUI, multi-client server, QUIC support

https://github.com/lance0/xfr
3•tanelpoder•36m ago•0 comments
Open in hackernews

Video models are zero-shot learners and reasoners

https://video-zero-shot.github.io/
105•meetpateltech•4mo ago

Comments

liuliu•4mo ago
Very interesting read. I first learned this method from a random reddit post a while ago and very happy to see a systematic study on this (wish I would save the original post somewhere to reference to!).
ThouYS•4mo ago
maybe we really are headed to The One Model that can do it all
nothrowaways•4mo ago
Multimodal models do it already.
ricardobeat•4mo ago
Is it possible to use a model trained on video to output single frames?
efskap•4mo ago
Yup, people have been using local video models like Wan2.2 to generate stills, finding that for some things like human anatomy, it can outperform image generation models. Very cool how moving training data helps build spatial understanding that is applicable even to still images.

[0] https://www.reddit.com/r/StableDiffusion/comments/1mcm7qm/wa...

xnx•4mo ago
> for some things like human anatomy

Pursuit of prurient interests has pioneered so many technologies: photography, videography, AI

mallowdram•4mo ago
What is specific about this model? These categories aren't what defines intelligence in animal life. Segmentation is a post-hoc assertion into visual science, not necessarily an inside-out process inherent to perception.

These models aren't the path, they're cheap workarounds that exclude the senses.

marcellus23•4mo ago
I don't understand what point you're making exactly. What categories do you mean? What do you mean by segmentation not necessarily being "an inside-out process inherent to perception"?
mallowdram•4mo ago
The criteria for learning in this model has nothing to do with biological intelligence.

Segmentation is a cog-sci hold-over of vision science and Marr and isn't how brain's perceive scenes/objects/events.

There is a relatovely new approach to perception that ML has ignored that's integrative, coordinated, holistic. These new approaches, affective, coordinated-dynamical, ecological (optic-flow) are the likely routes to consciousness.

What ML does with images like these are retrofit, they're imposed ad hoc on imagery as a pretend form of intelligence.

mallowdram•4mo ago
Inside-Out is a reversal of the stimuli model and a reversal of the cog-sci cognition model.

https://academic.oup.com/book/35081

The senses can't be excluded from consciousness or intelligence, otherwise the notion of intelligence is reduced from an arbitrary set of tests/criteria.

Robotics and trained analogies, arbitrary ideas of affordance (which are not affordances) are definitely interesting, but they're not paths to intel. They're paths to homogenization posing as intelligence.

This is the classic robotics idea of computer vision backing itself into a corner.

https://docs.google.com/presentation/d/1Wkno8pKzWiav1a7c8IOr...

pvillano•4mo ago
To train an AI to solve problems, you train it extrapolate the future from a starting state of having a problem and the intention to solve the it.

So much falls out of that reframing.

pvillano•4mo ago
Training is first done as a general predictive model: situation => result

Then it's fine-tuned on: situation + intent => action => result

miguel_martin•4mo ago
This is incredible.