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Bedrock, an A.I. Startup for Construction, Raises $270M

https://www.nytimes.com/2026/02/04/business/dealbook/bedrock-robotics-ai-fundraise.html
1•lxm•1m ago•0 comments

Show HN: A Data Interchange Format

https://github.com/HyaenaTechnologies/configuration/blob/main/documentation/data-interchange.md
1•JohnMatthias•3m ago•0 comments

Novo Nordisk Warns of First Sales Drop Since Start of Ozempic

https://www.nytimes.com/2026/02/04/business/novo-nordisk-wegovy-sales-earnings.html
1•lxm•3m ago•0 comments

Realtime Eval Guide

https://developers.openai.com/cookbook/examples/realtime_eval_guide
1•gmays•4m ago•0 comments

How VPN-free remote access works

1•brintha•9m ago•0 comments

Expansion Microscopy Has Transformed How We See the Cellular World

https://www.quantamagazine.org/expansion-microscopy-has-transformed-how-we-see-the-cellular-world...
1•pseudolus•14m ago•0 comments

Anthropic Is Close to Releasing Claude Sonnet 5, per Rumors

https://www.macobserver.com/news/anthropic-is-close-to-releasing-claude-sonnet-5-per-rumors/
1•itisit•16m ago•0 comments

How to Write Good (Short) Docs

https://tombedor.dev/how-to-write-good-short-docs/
1•jjfoooo4•33m ago•0 comments

Living Through the Cultural Revolution

https://substack.com/home/post/p-186384573
5•expectsomuch•35m ago•1 comments

Fact Check: Did JK Rowling invite Jeffrey Epstein to a play?

https://rainyseason.substack.com/p/fact-check-did-jk-rowling-invite
3•duck_house•36m ago•0 comments

Banks seek out new buyers for Oracle data centre loans

https://www.ft.com/content/90aa74a5-b39d-4131-a138-367726cb18fb
6•zerosizedweasle•37m ago•2 comments

243,000 words dictated in 39 days, speech-to-text changed how I work

https://modulovalue.com/blog/voxtral-transcribe-and-wispr-flow/
2•modulovalue•42m ago•0 comments

Thomistic Philosophical Anthropology: An Interpretive Grid for LLMs

https://michaelmangialardi.substack.com/p/a-thomistic-philosophical-anthropology-llm-pt1
1•mikemangialardi•44m ago•0 comments

Writing an LLM from scratch, part 32B – Interventions: gradient clipping

https://www.gilesthomas.com/2026/02/llm-from-scratch-32b-interventions-gradient-clipping
2•gpjt•46m ago•0 comments

Nearly 40% of Stanford undergraduates claim they're disabled. I'm one of them

https://www.thetimes.com/us/news-today/article/40-percent-stanford-undergraduates-claim-disabled-...
2•mudil•46m ago•1 comments

Same Image, Different Score?

https://halide.cx/blog/chroma-handling/
2•computerbuster•49m ago•0 comments

Show HN: Pygantry – Why ship a whole OS when you just need a Python environment?

https://github.com/erabytse/Pygantry
2•takouzlo•50m ago•0 comments

Trustless crypto escrow for agent to agent (or humans)

https://coinpayportal.com/
1•cranberryturkey•52m ago•0 comments

Recent trends in the work of the Django Security Team

https://www.djangoproject.com/weblog/2026/feb/04/recent-trends-security-team/
2•todsacerdoti•57m ago•0 comments

Relic – a missing secrets artifact for Node and Edge

https://www.npmjs.com/package/@nick-skriabin/relic
1•nicholasrq•1h ago•0 comments

Does AI have human-level intelligence? The evidence is clear

https://www.nature.com/articles/d41586-026-00285-6
2•mudil•1h ago•0 comments

Vector: A platform for founders to turn vision into real business

https://govector.ai/
1•znich•1h ago•0 comments

Billy Bass Nelson, Original Bassist for Funkadelic, Dies at 75

https://www.nytimes.com/2026/02/02/arts/music/billy-bass-nelson-dead.html
3•bookofjoe•1h ago•2 comments

Common Bacteria Discovered in the Eye Linked to Cognitive Decline

https://www.cedars-sinai.org/newsroom/common-bacteria-discovered-in-the-eye-linked-to-cognitive-d...
2•thunderbong•1h ago•0 comments

Sam Altman responds to Anthropic's "Ads are coming to AI. But not to Claude" ads

https://xcancel.com/sama/status/2019139174339928189
31•PieUser•1h ago•27 comments

FBI stymied by Apple's Lockdown Mode after seizing journalist's iPhone

https://arstechnica.com/tech-policy/2026/02/fbi-stymied-by-apples-lockdown-mode-after-seizing-jou...
5•voxadam•1h ago•0 comments

Using React and Claude Code to make slides awesome and easy

https://newsletter.aimuscle.com/p/using-ai-agents-to-make-better-slides
1•Sherveen•1h ago•0 comments

Show HN: Moonlit – Slowed and nightcore web player for YouTube and TikTok

https://moonlit.wastu.net
1•wastu•1h ago•0 comments

How AI Changed This Olympic Snowboarder's Signature Trick

https://www.wsj.com/articles/how-ai-changed-this-olympic-snowboarders-signature-trick-029f0c5d
2•bookofjoe•1h ago•1 comments

Show HN: All in One AI Assistant

https://fluxchat.org/
1•rainel•1h ago•0 comments
Open in hackernews

OpenClaw Is What Apple Intelligence Should Have Been

https://www.jakequist.com/thoughts/openclaw-is-what-apple-intelligence-should-have-been
91•jakequist•1h ago

Comments

terminalbraid•1h ago
Expensive and overhyped?
ArchieScrivener•1h ago
How is that not right up Apples alley?
thewhitetulip•49m ago
Because Apple products at least work deterministically

They don't say here is a 1000 $ iphone and there is a 60% chance you can successfully message or call a friend

The other 40% well? AGI is right around the corner and can US govt pls give me 1 trillion dollar loan and a bailout?

criddell•42m ago
When I ask Siri to play some album on Spotify, it feels like it works about 60% of the time.
sanex•26m ago
So far my agents has worked better than Siri and afaik nobody has actually asked for a bailout yet.
JumpCrisscross•1h ago
> ten years from now, people will look back at 2024-2025 as the moment Apple had a clear shot at owning the agent layer and chose not to take it

Why is Apple's hardware being in demand for a use that undermines its non-Chinese competition a sign of missing the ball versus validation for waiting and seeing?

throwaway613746•1h ago
OpenClaw is a security NIGHTMARE - Apple would never.
elictronic•41m ago
Apple had problems with just the Chatbot side of LLMs because they couldn't fully control the messaging. Add in a small helping of losing your customers entire net worth and yeah. These other posters have no idea what they are talking about.
joshstrange•30m ago
Exactly, Apple is entirely too conservative to shine with LLMs due to their uncontrollability, Apple likes their control and their version of "protecting people" (which I don't fully agree with) which includes "We are way too scared to expose our clients to something we can't control and stop from doing/saying anything bad!", which may end up being prudent. They won't come close to doing something like OpenClaw for at least a few more years when the tech is (hopefully) safer and/or the Overton Window has shifted.
FireBeyond•17m ago
And yet they'll push out AI-driven "message summaries" that are horrifically bad and inaccurate, often summarizing the intent of a message as the complete opposite of the full message up to and including "wants to end relationship; will see you later"?
gordonhart•33m ago
Clawdbot/Moltbot/OpenClaw is so far from figuring out the “trust” element for agents that it’s baffling the OP even chose to bring it up in his argument
bee_rider•33m ago
It is absurd enough of a project that everybody basically expects it to be secure, right? It is some wild niche thing for people who like to play with new types of programs.

This is not a train that Apple has missed, this is a bunch of people who’ve tied, nailed, tacked, and taped their unicycles and skateboards together. Of course every cool project starts like that, but nobody is selling tickets for that ride.

avaer•1h ago
> An AI agent that clicks buttons.

Are people's agents actually clicking buttons (visual computer use) or is this just a metaphor?

I'm not asking if CU exists, but rather is this literally the driver of people's workflows? I thought everyone is just running Ralph loops in CC.

For an article making such a bold technological/social claim about a trillion dollar company, this seems a strange thing to be hand wavey about.

nerdsniper•59m ago
Https://heyblue.com does, very helpful for people with disabilities or when driving.
verdverm•57m ago
get off your devices when driving, it's as dangerous as being drunk behind the wheel
nerdsniper•27m ago
You don’t look at it, you just talk to it and it can talk back to you. It’s more just having a conversation with a personal assistant while driving. Which is a pretty common thing to do.
Schiendelman•9m ago
That is nearly as dangerous - it causes inattention blindness.
monkpit•59m ago
Not mine, the plugin doesn’t work on Mac apparently :) a bug with calculating coordinates to click.
crazygringo•56m ago
> This is exactly what Apple Intelligence should have been... They could have shipped an agentic AI that actually automated your computer instead of summarizing your notifications. Imagine if Siri could genuinely file your taxes, respond to emails, or manage your calendar by actually using your apps, not through some brittle API layer that breaks every update.

And this is probably coming, a few years from now. Because remember, Apple doesn't usually invent new products. It takes proven ones and then makes its own much nicer version.

Let other companies figure out the model. Let the industry figure out how to make it secure. Then Apple can integrate it with hardware and software in a way no other company can.

Right now we are still in very, very, very early days.

calvinmorrison•53m ago
Apple literally lives on the "Cutting Edge" a-la XKCD [1]. My wife is an iPerson and she always tells me about these new features (my phone has had them since $today-5 years). But for her, these are brand new exciting things!

https://xkcd.com/606/

lukevp•47m ago
How many chat products has Google come out with? Google messenger, buzz, wave, meet, Google+, hangouts… Apple has iMessage and FaceTime. You just restated OP’s point. Apple evolves things slowly and comes to market when the problems have already been solved in a myriad of ways, so they can be solved once and consistently. It’s not about coming to market soonest. How did you get that from what OP said?
calvinmorrison•39m ago
"It’s not about coming to market soonest. "

First Mover effect seems only relevant when goverment warrants are involved. Think radio licenses, medical patents, etc. Everywhere else, being a first mover doesnt seem to correlate like it should to success.

drBonkers•23m ago
Network effects.

See social media, bitcoin, iOS App Store, blu-ray, Xbox live, and I’m sure more I can’t think of rn.

calvinmorrison•18m ago
Network effects are maybe akin to "phsyical effects". Non-monopoly but physical space is also another 'first mover' type of moat.
dangus•5m ago
A very tired “red versus blue” take here.

There are plenty of Android/Windows things that Apple has had for $today-5 years that work the exact same way.

One side isn’t better than the other, it’s really just that they copy each other doing various things at a different pace or arrive at that point in different ways.

Some examples:

- Android is/was years behind on granular permissions, e.g. ability to grant limited photo library access to apps

- Android has no platform-wide equivalent to AirTags

- Hardware-backed key storage (Secure Enclave about 5 years ahead of StrongBox)

- system-wide screen recording

eykanal•47m ago
> ...Apple doesn't usually invent new products. It takes proven ones and then makes its own much nicer version.

While this was true about ten years ago, it's been a while since we've seen this model of software development from Apple succeed in recent years. I'm not at all confident that the Apple that gave us Mac OS 26 is capable of doing this anymore.

Pediatric0191•29m ago
Airtags were released in 2021, I'd say that counts, but generally I agree.
atonse•22m ago
Their hardware division has been killing it.

The software has been where most of the complaints have been in recent years.

bigyabai•45m ago
> Then Apple can integrate it with hardware and software in a way no other company can.

That's a pretty optimistic outlook. All considered, you're not convinced they'll just use it as a platform to sell advertisements and lock-out competitors a-la the App Store "because everyone does it"?

iwontberude•44m ago
Can you understand how this commoditizes applications? The developers would absolutely have a fit. There is a reason this hasn’t been done already. It’s not lack of understanding or capability, it’s financial reality. Shortcuts is the compromise struck in its place.
weikju•37m ago
Personal intelligence, the (awkward) feature where you can take a screenshot and get Siri to explain stuff, and the new spotlight features where you can type out stuff you want to do in apps probably hints at that…
dchuk•31m ago
This is generally true only of them going to market with new (to them) physical form factors. They aren’t generally regarded as the best in terms of software innovation (though I think most agree they make very beautiful software)
Telemakhos•26m ago
Apple's niche product, consisting of like 1-4% of computer sales compared to its dominant MacBook line, is now flying off the shelf as a highly desired product, because of a piece of software that Apple didn't spend a dime developing. This sounds like a major win for Apple.

The OS maker does not have to make all the killer software. In fact, Apple's pretty much the only game in town that's making hardware and software both.

neumann•13m ago
What are you referring to?
Der_Einzige•10m ago
Mac minis, but they’re only flying off the shelves for the same reason that folks are forced to use iPhones if they want to date: fear of the dreaded green bubble.

(Yes android users are discriminated against in the dating market, tons of op eds are written about this, just google it before you knee jerk downvote the truth)

lanakei•9m ago
Probably the Mac Mini. A few OpenClaw users are buying the agent a dedicated device so that it can integrate with their Apple account.

For example: https://x.com/michael_chomsky/status/2017686846910959668.

areoform•3m ago
If someone is shallow enough to write you off for that, is that someone you want as your partner?
ajcp•9m ago
Mac-Minis
FireBeyond•21m ago
> And this is probably coming, a few years from now. Because remember, Apple doesn't usually invent new products. It takes proven ones and then makes its own much nicer version.

Except this doesn't stand up to scrutiny, when you look at Siri. FOURTEEN years and it is still spectacularly useless.

I have no idea what Siri is a "much nicer version" of.

> Apple can integrate it with hardware and software in a way no other company can.

And in the case of Apple products, oftentimes "because Apple won't let them".

Lest I be called an Apple hater, I have 3 Apple TVs in my home, my daily driver is a M2 Ultra Studio with a ProDisplay XDR, and an iPad Pro that shows my calendar and Slack during the day and comes off at night. iPhone, Apple Watch Ultra.

But this is way too worshipful of Apple.

huwsername•15m ago
I don’t believe this was ever confirmed by Apple, but there was widespread speculation at the time[1] that the delay was due to the very prompt injection attacks OpenClaw users are now discovering. It would be genuinely catastrophic to ship an insecure system with this kind of data access, even with an ‘unsafe mode’.

These kinds of risks can only be _consented to_ by technical people who correctly understand them, let alone borne by them, but if this shipped there would be thousands of Facebook videos explaining to the elderly how to disable the safety features and open themselves up to identity theft.

The article also confuses me because Apple _are_ shipping this, it’s pretty much exactly the demo they gave at WWDC24, it’s just delayed while they iron this out (if that is at all possible). By all accounts it might ship as early as next week in the iOS 26.4 beta.

[1]: https://simonwillison.net/2025/Mar/8/delaying-personalized-s...

fooker•54m ago
> I suspect ten years from now, people will look back at 2024-2025 as the moment Apple had a clear shot at owning the agent layer and chose not to take it

Ten years from now, there will be no ‘agent layer’. This is like predicting Microsoft failed to capitalize on bulletin boards social media.

thewhitetulip•50m ago
Or how "your next meeting will be in Metaverse"
fooker•20m ago
Good example.
FeteCommuniste•19m ago
Hoping that LLMs go the way of the Metaverse.
podnami•47m ago
Is your prediction that most people actually like to use software?
fooker•21m ago
No it’ll be some idea we have not developed or named yet.

The current ‘agent’ ecosystem is just hacks on top of hacks.

CuriouslyC•13m ago
If you're arguing that in 10 years we won't have fully automated systems where we interact more with the automation than the functionality, I've got news for you...
fooker•8m ago
I’m saying we won’t call it agents and it will involve substantially different technology compared to what we mean by agents today.

Of course AI will keep improving and more automation is a given.

chatmasta•52m ago
> Apple had everything: the hardware, the ecosystem, the reputation for “it just works.”

It sounds to me like they still have the hardware, since — according to the article — "Mac Minis are selling out everywhere." What's the problem? If anything, this is validation of their hardware differentiation. The software is easy to change, and they can always learn from OpenClaw for the next iteration of Apple Intelligence.

sanex•28m ago
I don't think it's hardware differentiation as much as vendor lock in because it lets people send iMessages with their agent. Not sure about the running local models on it though.
rTX5CMRXIfFG•49m ago
This article is talking about the AI race as if it’s over when it’s only started. And really, an opinion of the entire market based on a few reddit posts?

Author spoke of compounding moats, yet Apple’s market share, highly performant custom silicon, and capital reserves just flew over his head. HN can have better articles to discuss AI with than this myopic hot take.

raincole•46m ago
> If you browse Reddit or HN, you’ll see the same pattern: people are buying Mac Minis specifically to run AI agents with computer use.

Saved you a click. This is the premise of the article.

krackers•28m ago
Why specifically mac mini? There are cheaper NUCs and it's not like they're running a local model on the mac mini are they?
atommclain•5m ago
I believe it’s to integrate with iMessage, Calendar, Reminders etc.
cadamsdotcom•29m ago
Unfortunately by not doing that they only managed to be the most valuable company ever.

So yeah, the market isn’t really signaling companies to make nice things.

malfist•26m ago
Openclaw is a nice thing?
cadamsdotcom•18m ago
What it is supposed to do is nice, separate from the risks.
ankit219•29m ago
> And they would have won the AI race not by building the best model, but by being the only company that could ship an AI you’d actually trust with root access to your computer.

and the very next line (because i want to emphasize it

> That trust—built over decades—was their moat.

This just ignores the history of os development at apple. The entire trajectory is moving towards permissions and sandboxing even if it annoys users to no end. To give access to an llm (any llm, not just a trusted one acc to author) the root access when its susceptible to hallucinations, jailbreak etc. goes against everything Apple has worked for.

And even then the reasoning is circular. "So you build all your trust, now go ahead and destroy it on this thing which works, feels good to me, but could occasionally fuck up in a massive way".

Not defending Apple, but this article is so far detached from reality that its hard to overstate.

IcyWindows•29m ago
According to https://1password.com/blog/from-magic-to-malware-how-opencla..., The top skill is/was malware.

It's obviously broken, so no, Apple Intelligence should not have been this.

semiquaver•28m ago
I genuinely don't understand this take. What makes OP think that the company that failed so utterly to even deliver mediocre AI -- siri is stuck in 2015! -- would be up to the task of delivering something as bonkers as Clawdbot?
yalogin•25m ago
Apple doesn’t enable 3rd party services without having extreme control over the flow and without it directly benefiting their own bottom line.
orliesaurus•24m ago
How much revenue do you think Apple made EXTRA from people buying Mac minis for this hype?
yoyohello13•23m ago
If you can’t see why something like OpenClaw is not ready for production I don’t know what to tell you. People’s perceptions are so distorted by FOMO they are completely ignoring the security implications and dangers of giving an LLM keys to your life.

I’m sure apple et al will eventually have stuff like OpenClaw but expecting a major company to put something so unpolished, and with such major unknowns, out is just asinine.

camillomiller•22m ago
“People think focus means saying yes to the thing you've got to focus on. But that's not what it means at all. It means saying no to the hundred other good ideas that there are. You have to pick carefully. I'm actually as proud of the things we haven't done as the things I have done. Innovation is saying no to 1,000 things.”

Steve Jobs

ozten•20m ago
Trust takes years to build, seconds to break, and forever to repair.
Sharlin•19m ago
Apparently APIs are now a brittle way for software to use other software and interpreting and manipulating human GUIs with emulated mouse clicks and keypresses is a much better and perfectly reasonable way to do it. We’re truly living in a bizarro timeline.
RyanShook•16m ago
In terms of useful AI agents, Siri/Apple Intelligence has been behind for so long that no one expects it to be any good.

I used to think this was because they didn’t take AI seriously but my assumption now is that Apple is concerned about security over everything else.

My bet is that Google gets to an actually useful AI assistant before Apple because we know they see it as their chance to pull ahead of Apple in the consumer market, they have the models to do it, and they aren’t overly concerned about user privacy or security.

janalsncm•14m ago
I think there is a contradiction between

> the open-source framework that lets you run Claude, GPT-4, or whatever model you want to

And

> Here’s what people miss about moats: they compound

Swapping an OpenAI for an Anthropic or open weight model is the opposite of compounding. It is a race to the bottom.

> Apple had everything: the hardware, the ecosystem, the reputation for “it just works.”

From what I hear OC is not like that at all. People are going to want a model that reliably does what you tell it to do inside of (at a minimum) the Apple ecosystem.

Aurornis•12m ago
OpenClaw is a very fun project, but it would be considered a dumpster fire if any mainstream company tried to sell it. Every grassroots project gets evaluated on a completely different scale than commercial products. Trying to compare an experimental community project to a hypothetical commercial offering doesn't work.

> They could have charged $500 more per device and people would have paid it.

I sincerely doubt that. If Apple charged $500 for a feature it would have to be completely bulletproof. Every little failure and bad output would be harshly criticized against the $500 price tag. Apple's high prices are already a point of criticism, so adding $500 would be highly debated everywhere.

b1temy•9m ago
> ten years from now, people will look back at 2024-2025 as the moment Apple had a clear shot at owning the agent layer and chose not to take it

I don't pretend to know the future (nor do I believe anyone else who claims to be able to), but I think the opposite has a good chance of happening too, and hype would die down over "AI" and the bubble bursts, and the current overvaluation (imo at least. I still think it is useful as a tool, but overhyped by many who don't understand it.) will be corrected by the market; and people will look back and see it as the moment that Apple dodged a bullet. (Or more realistically, won't think about it at all).

I know you can't directly compare different situations, but I wonder if comparisons can be made with dot-com bubble. There was such hype some 20-30 years ago, with claims of just being a year or two away from, "being able to watch TV over the internet" or "do your shopping on the web" or "have real-time video calls online", which did eventually come true, but only much, much, later, after a crash from inflated expectations and a slower steady growth.*

* Not that I think some claims about "AI" will ever come true though, especially the more outlandish ones such as full-length movies made by a prompt of the same quality made by a Hollywood director.

I don't know what a potential "breaking point" would be for "AI". Perhaps a major security breach, even _worse_ prices for computer hardware than it is now, politics, a major international incident, environmental impact being made more apparent, companies starting to more aggressively monetize their "AI", consumers realising the limits of "AI", I have no idea. And perhaps I'm just wrong, and this is the age we live in now for the foreseeable future. After all, more than one of the things I have listed have already happened, and nothing happened.