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Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
1•Anon84•1m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•2m ago•0 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•4m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•11m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
1•shervinafshar•12m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•17m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
2•mooreds•17m ago•1 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•19m ago•0 comments

Ask HN: How to Reduce Time Spent Crimping?

1•pinkmuffinere•20m ago•0 comments

KV Cache Transform Coding for Compact Storage in LLM Inference

https://arxiv.org/abs/2511.01815
1•walterbell•24m ago•0 comments

A quantitative, multimodal wearable bioelectronic device for stress assessment

https://www.nature.com/articles/s41467-025-67747-9
1•PaulHoule•26m ago•0 comments

Why Big Tech Is Throwing Cash into India in Quest for AI Supremacy

https://www.wsj.com/world/india/why-big-tech-is-throwing-cash-into-india-in-quest-for-ai-supremac...
1•saikatsg•26m ago•0 comments

How to shoot yourself in the foot – 2026 edition

https://github.com/aweussom/HowToShootYourselfInTheFoot
1•aweussom•27m ago•0 comments

Eight More Months of Agents

https://crawshaw.io/blog/eight-more-months-of-agents
4•archb•29m ago•0 comments

From Human Thought to Machine Coordination

https://www.psychologytoday.com/us/blog/the-digital-self/202602/from-human-thought-to-machine-coo...
1•walterbell•29m ago•0 comments

The new X API pricing must be a joke

https://developer.x.com/
1•danver0•30m ago•0 comments

Show HN: RMA Dashboard fast SAST results for monorepos (SARIF and triage)

https://rma-dashboard.bukhari-kibuka7.workers.dev/
1•bumahkib7•30m ago•0 comments

Show HN: Source code graphRAG for Java/Kotlin development based on jQAssistant

https://github.com/2015xli/jqassistant-graph-rag
1•artigent•35m ago•0 comments

Python Only Has One Real Competitor

https://mccue.dev/pages/2-6-26-python-competitor
4•dragandj•37m ago•0 comments

Tmux to Zellij (and Back)

https://www.mauriciopoppe.com/notes/tmux-to-zellij/
1•maurizzzio•38m ago•1 comments

Ask HN: How are you using specialized agents to accelerate your work?

1•otterley•39m ago•0 comments

Passing user_id through 6 services? OTel Baggage fixes this

https://signoz.io/blog/otel-baggage/
1•pranay01•40m ago•0 comments

DavMail Pop/IMAP/SMTP/Caldav/Carddav/LDAP Exchange Gateway

https://davmail.sourceforge.net/
1•todsacerdoti•40m ago•0 comments

Visual data modelling in the browser (open source)

https://github.com/sqlmodel/sqlmodel
1•Sean766•42m ago•0 comments

Show HN: Tharos – CLI to find and autofix security bugs using local LLMs

https://github.com/chinonsochikelue/tharos
1•fluantix•43m ago•0 comments

Oddly Simple GUI Programs

https://simonsafar.com/2024/win32_lights/
1•MaximilianEmel•43m ago•0 comments

The New Playbook for Leaders [pdf]

https://www.ibli.com/IBLI%20OnePagers%20The%20Plays%20Summarized.pdf
1•mooreds•44m ago•1 comments

Interactive Unboxing of J Dilla's Donuts

https://donuts20.vercel.app
1•sngahane•45m ago•0 comments

OneCourt helps blind and low-vision fans to track Super Bowl live

https://www.dezeen.com/2026/02/06/onecourt-tactile-device-super-bowl-blind-low-vision-fans/
1•gaws•47m ago•0 comments

Rudolf Vrba

https://en.wikipedia.org/wiki/Rudolf_Vrba
1•mooreds•47m ago•0 comments
Open in hackernews

Self Sanitizing Door Handle

https://www.jamesdysonaward.org/en-US/2019/project/self-sanitizing-door-handle/
64•rendaw•3w ago

Comments

ndegruchy•3w ago
An interesting take. There is also brass and coppers that self-sanitize, albeit more slowly: https://pmc.ncbi.nlm.nih.gov/articles/PMC11279221/
fainpul•2w ago
And for metal surfaces which are not self-sanitizing by nature, like steel, there are coatings which can be applied to achieve the same effect. This is often used in public transport.
indolering•2w ago
Citation? Microban et al are marketing bunk.
NetMageSCW•2w ago
Microban is a company, not a product, and they make a wide range of products, some of which are zinc or silver based coatings and effective in slowing the growth of bacteria and fungus.
mahrain•2w ago
The TiO2 will likely rub off and need regular replenishment. Also, the alternative here, sensor-operated or button-operated automatic doors are already widely used. I wonder who this is meant for?
vimda•2w ago
This is probably easier to install or retrofit than an automatic door, seeing as it self powers
interludead•2w ago
Motion sensors and push plates aren't perfect, but they remove the contact vector entirely instead of trying to mitigate it after the fact
RamblingCTO•2w ago
Sounds like a problem not worth solving? In my wework the handles get wiped down as per the cleanign protocol. Takes what, a second? The costs are marginal.
vimda•2w ago
I suppose a second every few hours over dozens of doors adds up. And this has the benefit of being continual, so you don't get build up between cleans.

I'm sceptical myself that the tiny generator they have could produce enough energy, and that the coating they have won't be more of a hassle, but the idea is reasonable

therein•2w ago
How about silver plating?
actionfromafar•2w ago
https://en.wikipedia.org/wiki/Brass
colordrops•2w ago
What about bathroom doors that are touched constantly?
rcMgD2BwE72F•2w ago
Use your foot.

https://old.reddit.com/r/mildlyinteresting/comments/1kb994/t...

ptsneves•2w ago
I use my elbow. It is the same recommendation as to cough to your elbow. You do not touch with your elbow on yourself or others so it is generally safe.
globular-toast•2w ago
Unfortunately not always practical due to poorly designed handles and lock mechanisms. I usually "sacrifice" my little finger for this when I have to use my hands, with the theory that I'm much less likely to put that finger in my mouth or eye etc.
bell-cot•2w ago
My "Plan B" is the paper towel I dried my hands with. Though bathroom layout, missing trash cans, and lack of paper towels occasionally foil that.
metalman•2w ago
in iffy situations I use my fathers method, which is the systematic prevention of transfer, even if you must touch things or people (doctor,pathologist,forensics) in less than ideal circumstances, hard to describe, easy to demonstrate.
Throwthrowbob•2w ago
Alternatively, the back of your knee:

https://www.youtube.com/watch?v=VkLfAG0AAzQ

Though this is more for the coughing/sneezing rather than the door opening.

theandrewbailey•2w ago
Wash your hands after touching the bathroom door, then lean on the door with your shoulder. If you have to use a door handle to exit the bathroom (the door swings into the bathroom), it means the bathroom is poorly designed, so use the paper towel that you dried your hands off with.
billynomates•2w ago
I rarely see paper towels in bathrooms these days. 99% of the time it's an electric hand dryer.
interludead•2w ago
Where I think this kind of idea tries to make its case is in places where cleaning is infrequent, inconsistent, or happens long after peak use
swah•2w ago
On every usage??
ungreased0675•2w ago
How often do they get wiped, and how dirty do they get in between? The idea here seems to be keeping them sanitary continuously.
flobosg•2w ago
(2019)
logicallee•2w ago
What makes you think so? One of the section titles says "Your inspiration" (rather than "Our inspiration"), which sounds like ChatGPT was writing to them. That wasn't around in 2019.
sigio•2w ago
see the url, dysonaward ... so probably the site/judges asking/interviewing the inventor of this product.
blitzar•2w ago
also:

Awards - Elevator Pitch Competion 2018

Where are they now - Self-Sanitising Door Handle, 2019 Hong Kong James Dyson Award winner https://www.youtube.com/watch?v=xiLPyOKRcJo

billynomates•2w ago
I doubt they used ChatGPT, considering the spelling mistakes
4gotunameagain•2w ago
Or, you know, just use brass:

https://en.wikipedia.org/wiki/Antimicrobial_copper-alloy_tou...

EdNutting•2w ago
Came here to find/post this comment :D
voidUpdate•2w ago
Me too lol
3D30497420•2w ago
Not sure how quickly the one from the post takes, but according to the Wikipedia article, brass disinfects "within two hours or less". I could see plenty of transmission within one to two hours. Perhaps it is a difference of speed?
actionfromafar•2w ago
Still, all regular handles, at least in hospitals, should be uncoated brass. Whenever I see chromed plated handles, slightly worn, exposing the brass below, I think "such a missed opportunity". It shouldn't have been plated to begin with.
immibis•2w ago
Clicked away after 3 popups
nilslindemann•2w ago
I guess my "I still don't care about cookies" add-on prevents the pop-ups, but one of the other add-ons prevents the video from playing. Or the site is just broken.
GrowingSideways•2w ago
Why not just use brass? Seems like a solution in search of a problem.
interludead•2w ago
This feels like a thoughtful engineering project and a strong competition entry yet without a clear niche
kaffekaka•2w ago
I thought it would be about that red hot door handle from Home Alone.
h1fra•2w ago
Or use copper
madmaniak•2w ago
Hundreds year old technology used in houses, hospitals and public places - handles made of bronze.
ChoGGi•2w ago
Why not a door you can push open both ways?
simojo•2w ago
You have to let the engineers over-engineer. It's a healthy release.
billynomates•2w ago
How quickly would this kill bacteria? If 3 people used it in quick succession, it would still transfer bacteria, I imagine?
cainxinth•2w ago
Cool idea and cool looking, but just want to point out that surface transmission of infections is several orders of magnitude less common than airborne transmission.
mhb•2w ago
And easily thwarted by washing your hands.
rendaw•2w ago
And then grabbing the bathroom door handle.
ssl-3•2w ago
With my sleeve.

(Although I did see a lot of foot-operated door handles emerge on public restroom doors during the covid years. They're mounted down low, near the floor, and you can just put your shoe on them and drag the door open without using hands. They make sense to me for what I think are a lot of good reasons.)

vee-kay•2w ago
The Metro (trains) stations in my city have foot-operated levers (pedals) to control the elevators/lifts, doors, toilet taps/faucets (though the urinal themselves have sensors to auto-flush), etc.

Although, as a precaution, I carry a hand-sanitizer and fresh mask in my bag whenever I commute on such public transportation.

I guess the pandemic (and the eerie realisation that it can repeat anytime, since it was decidedly an artificial one) has attuned me to be more vigilant on my safety and health, so I try to be cautious and safe in public where crowds can gather.

mandeepj•2w ago
Grab bathroom door handle with a napkin then or use a pocket hand sanitizer
yoshuaw•2w ago
If we're talking sanitation tech: I'm personally really excited by the further miniaturization of (far)-UVC light sources [1]. Far-UVC lamps deactivate airborne pathogens, but cannot penetrate the human eyes or skin making them generally safe to use.

Right now they do require rather bulky lamps (Krypton Chloride), but last I checked there had been promising advancements in producing far-UVC LEDs [2]. Which should make installation and deployment of far-UVC both more practical and economical in the future.

[1]: https://en.wikipedia.org/wiki/Far-UVC

[2]: https://ece.engin.umich.edu/stories/ece-spinout-company-ns-n...

rendaw•2w ago
One thing that I wondered after reading this, it mentions SARS but then it mentions killing bacteria, but SARS is a virus. Does this have any affects on viruses?
indolering•2w ago
Bacteria are larger than viruses, so yes.
nickdothutton•2w ago
I have copper light switches and other fittings and was interested to learn they have the same useful property.
InexSquirrel•2w ago
I was expecting it to just dispense hand sanitiser gel straight onto the handle.

I suppose this is a more practical take.

thenthenthen•2w ago
Many public buildings and elevators in Hong Kong installed wireless controls, simply wave your hand in front of a little hole (ultrasonic sensor?) next to the floor button you want to go to. Curious to find out in which mall they installed this in!
hombre_fatal•2w ago
Aside, it’s obnoxious how many bathroom doors in public places like restaurants require you to pull the door handle to leave.

It should be pull to enter, push to leave so that you aren’t fouling your washed hands on the poopy door handle.

Even dumber is when they have those foot operated handles to exit. Why is it push to enter, pull to exit at all?

chedabob•2w ago
> Why is it push to enter, pull to exit at all?

So that in an emergency your escape route can't be blocked. Also having doors swing out into corridors is bad practice as you're more likely to open it into someone walking past.

hombre_fatal•2w ago
Good points. Final draft: bathrooms should have full-length saloon / swing doors split down the middle. Now you can push both directions, and the doors won't arc out enough into the hallway to hit someone.
AndrewKemendo•2w ago
Yes and inward swinging is a building code requirement in most jurisdictions per the ICC

https://codes.iccsafe.org/s/IBC2018/chapter-10-means-of-egre...