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The API Is a Dead End; Machines Need a Labor Economy

1•bot_uid_life•47s ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•Jyaif•1m ago•0 comments

New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

https://www.scientificamerican.com/article/new-glp-1-weight-loss-drugs-are-coming-and-theyre-stro...
2•randycupertino•3m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

https://brylie.music/apps/bpm-calculator/
1•brylie•5m ago•0 comments

Show HN: Tasty A.F.

https://tastyaf.recipes/about
1•adammfrank•6m ago•0 comments

The Contagious Taste of Cancer

https://www.historytoday.com/archive/history-matters/contagious-taste-cancer
1•Thevet•7m ago•0 comments

U.S. Jobs Disappear at Fastest January Pace Since Great Recession

https://www.forbes.com/sites/mikestunson/2026/02/05/us-jobs-disappear-at-fastest-january-pace-sin...
1•alephnerd•8m ago•0 comments

Bithumb mistakenly hands out $195M in Bitcoin to users in 'Random Box' giveaway

https://koreajoongangdaily.joins.com/news/2026-02-07/business/finance/Crypto-exchange-Bithumb-mis...
1•giuliomagnifico•8m ago•0 comments

Beyond Agentic Coding

https://haskellforall.com/2026/02/beyond-agentic-coding
3•todsacerdoti•9m ago•0 comments

OpenClaw ClawHub Broken Windows Theory – If basic sorting isn't working what is?

https://www.loom.com/embed/e26a750c0c754312b032e2290630853d
1•kaicianflone•11m ago•0 comments

OpenBSD Copyright Policy

https://www.openbsd.org/policy.html
1•Panino•12m ago•0 comments

OpenClaw Creator: Why 80% of Apps Will Disappear

https://www.youtube.com/watch?v=4uzGDAoNOZc
2•schwentkerr•16m ago•0 comments

What Happens When Technical Debt Vanishes?

https://ieeexplore.ieee.org/document/11316905
2•blenderob•17m ago•0 comments

AI Is Finally Eating Software's Total Market: Here's What's Next

https://vinvashishta.substack.com/p/ai-is-finally-eating-softwares-total
3•gmays•17m ago•0 comments

Computer Science from the Bottom Up

https://www.bottomupcs.com/
2•gurjeet•18m ago•0 comments

Show HN: A toy compiler I built in high school (runs in browser)

https://vire-lang.web.app
1•xeouz•19m ago•0 comments

You don't need Mac mini to run OpenClaw

https://runclaw.sh
1•rutagandasalim•20m ago•0 comments

Learning to Reason in 13 Parameters

https://arxiv.org/abs/2602.04118
2•nicholascarolan•22m ago•0 comments

Convergent Discovery of Critical Phenomena Mathematics Across Disciplines

https://arxiv.org/abs/2601.22389
1•energyscholar•22m ago•1 comments

Ask HN: Will GPU and RAM prices ever go down?

1•alentred•23m ago•0 comments

From hunger to luxury: The story behind the most expensive rice (2025)

https://www.cnn.com/travel/japan-expensive-rice-kinmemai-premium-intl-hnk-dst
2•mooreds•24m ago•0 comments

Substack makes money from hosting Nazi newsletters

https://www.theguardian.com/media/2026/feb/07/revealed-how-substack-makes-money-from-hosting-nazi...
5•mindracer•25m ago•0 comments

A New Crypto Winter Is Here and Even the Biggest Bulls Aren't Certain Why

https://www.wsj.com/finance/currencies/a-new-crypto-winter-is-here-and-even-the-biggest-bulls-are...
1•thm•25m ago•0 comments

Moltbook was peak AI theater

https://www.technologyreview.com/2026/02/06/1132448/moltbook-was-peak-ai-theater/
1•Brajeshwar•26m ago•0 comments

Why Claude Cowork is a math problem Indian IT can't solve

https://restofworld.org/2026/indian-it-ai-stock-crash-claude-cowork/
2•Brajeshwar•26m ago•0 comments

Show HN: Built an space travel calculator with vanilla JavaScript v2

https://www.cosmicodometer.space/
2•captainnemo729•26m ago•0 comments

Why a 175-Year-Old Glassmaker Is Suddenly an AI Superstar

https://www.wsj.com/tech/corning-fiber-optics-ai-e045ba3b
1•Brajeshwar•26m ago•0 comments

Micro-Front Ends in 2026: Architecture Win or Enterprise Tax?

https://iocombats.com/blogs/micro-frontends-in-2026
2•ghazikhan205•28m ago•1 comments

These White-Collar Workers Actually Made the Switch to a Trade

https://www.wsj.com/lifestyle/careers/white-collar-mid-career-trades-caca4b5f
1•impish9208•29m ago•1 comments

The Wonder Drug That's Plaguing Sports

https://www.nytimes.com/2026/02/02/us/ostarine-olympics-doping.html
1•mooreds•29m ago•0 comments
Open in hackernews

Ultra-Rapid Vision in Birds

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0151099
65•downboots•6mo ago

Comments

yrcyrc•6mo ago
Echoing to this perhaps, I heard birds can react 13 times faster than we do, which is especially useful in flight with hundreds or thousands of other birds.
stronglikedan•6mo ago
you should see the reaction time of the fly that's been in my house for days now
chrisco255•6mo ago
The trick to catching a fly is to move very slowly
thenthenthen•6mo ago
Correct, or let your cat do it :D
aspenmayer•6mo ago
I have heard tell that this works. I have it on somewhat good authority that old ladies may also work with unpredictable results.

https://en.wikipedia.org/wiki/There_Was_an_Old_Lady_Who_Swal...

BaseBaal•6mo ago
Wow this brought back a hazy memory of school sing-a-longs, thanks.
user____name•6mo ago
Yes, smaller animals, faster heartrate, more direct wiring, they probably experience time different than we do.

Many human responses are purely unconcious muscle memory due to nervous system latency, this also implies the brain has evolved to be highly predictive as to compensate.

nkrisc•6mo ago
> Many human responses are purely unconcious muscle memory due to nervous system latency, this also implies the brain has evolved to be highly predictive as to compensate.

Which I’m reminded of every time I reach to grab a knife I’ve dropped, instead of just stepping back and letting it fall.

modeless•6mo ago
Hmm. It is possible to distinguish flickering lights at much higher than the flicker fusion threshold by using eye motion or other types of fast motion. A constant light will produce a smooth blur under motion while a flickering light will produce many distinct images. It seems like they don't have a way of checking whether the birds are using motion to distinguish the flickering light or not.
amluto•6mo ago
I would go one step farther: I bet that plenty of humans could pass the test that the birds were subjected to at 120Hz or even higher. They didn't test whether the birds could actually resolve stimuli at high temporal resolution -- they tested whether the birds could detect flicker. A bright source pulsed at 120Hz is easily perceptible (and incredibly annoying), especially if it's a square wave with a duty cycle that isn't especially high.

Where are the control animals?

modeless•6mo ago
I don't think it's true that 120 Hz flicker is easily perceptible, absent motion. Flicker fusion is real. But motion is common, so that's why humans in practice can detect 120 Hz flicker (and find it annoying. Ban PWM taillights).
0_____0•6mo ago
PWM itself is fine!!! I have no idea why they set the PWM frequency so low. Even setting it to something like incredibly low like 1kHz would have solved the problem. In electronics land you almost have to try to get frequencies that low out of e.g. a microcontroller - you need a very high clock divide ratio to get a timer PWM period that long.

I think they have actually done so, because I am noticing fewer low-frequency taillights these days.

amluto•6mo ago
From vague memory of reading some data sheets: there are cheap little constant current LED driver modules for automotive applications. Two wires in: PWM power. Two wires out: the LED array. To get anything less than full output, you need to drive it with a square wave, and it might not function at a civilized frequency of a few kHz.

Doing better would require a different wiring design — there’s no way to just swap the driver without making the driver fancy enough to take, say, 50% PWM in and produce half current DC out. (Obviously this is trivial, and even available entirely off the shelf for non-automotive applications, if you have three wires in. But you don’t.)

sandworm101•6mo ago
Watch a falcon pluck a drone out of the air, inserting its talons between the blades. They see everything faster.
trhway•6mo ago
When driving on highway, the wheels of other cars looks smudged. If i flicker my eyelids i see a snapshot of an other car's wheel like if it were not rotating, i.e. a strobe light like effect. That is ~1500rpm for human eye (and for us it is about 30ms for the signal to pass through the first stages of the visual cortex). Birds are several times faster (even if just for the much shorter physical path from eyes to the rest of the brain and of the related paths inside the brain).
sandworm101•6mo ago
Actually, a semi truck tire is about 127" around. At 60mph, 1m per minute, that is more like 500rpm. For a car tire (80") that would be a little under 800rpm at 60mph. So you are seeing wheels spin aboit 10x per second, which is well within normal perception if you concentrate. Paint a dot on the tire and you would see it spinning around.

Drone blades spin in the thousands, high thousands of rpms.

chmod775•6mo ago
This is an inherent limitation in trying to use Hz to measure a system which does not really have a concept of frequency at all. For instance when you have a motor system -> vision feedback loop, humans have been shown to accurately discern latency differences of as low as 1ms in some studies. Though if you've ever played on a first person game at 60Hz, then 120Hz, then finally 144Hz and beyond, this probably won't surprise you. It's quite strange how you can perceive multiple degrees of "instantaneous".

It's also been shown that latency differences as low as that don't really have any noticeable impact on human performance though, so it's likely we can merely perceive that to allow our brain to subconsciously fine-tune our motor system. You'd be a very clumsy human if your motor system only had a resolution of ~20ms throughout. Despite it obviously being necessary to help you learn to use your motor system, we don't really seem to get to use that high "resolution" much consciously.

Also I might be comparing apples to oranges here, because you could also argue that a camera taking one picture every 10s could discern differences as low as that, if you take the pictures at the right time. But we also don't work like cameras, which brings us back to the topic at hand of frequency not being a good metric since our vision is more of a continuously operating system.

Make of that what you will.

ethan_smith•6mo ago
Flicker fusion studies typically control for this motion-based detection artifact by using head-fixed preparations or tracking eye movements, which the authors here attempted by using stationary perches and monitoring head movements during trials.
modeless•6mo ago
As far as I can see the paper doesn't mention doing this at all. Do you have a secret source or did you just make it up?