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Roku developer repositories moved from GitHub to GitLab

https://blog.roku.com/developer/gitlab-move
124•cxr•2h ago•73 comments

FreeDNS

https://freedns.afraid.org/
153•esher•2h ago•36 comments

The St. Helena 5 pence coin shows Jonathan, a roughly 190 year old tortoise

https://de.numista.com/9866
40•schleck8•1h ago•3 comments

Neural chip decodes interactions between brain regions

https://actu.epfl.ch/news/neural-chip-decodes-interactions-between-brain-r-2/
43•giuliomagnifico•2h ago•6 comments

Around a dozen banking apps began specifically permitting GrapheneOS

https://grapheneos.social/@GrapheneOS/117492375462459244
553•privacyishuman•17h ago•199 comments

Node2Shell evolves to HTTP2Shell, blast radius affects many HTTP libs and apps

https://www.aikido.dev/blog/python-packages-vulnerable-node2shell-brotli-cve-2026-111497
199•theanonymousone•10h ago•93 comments

OBS Studio 33

https://github.com/obsproject/obs-studio/releases/tag/33.0.0
379•pentagrama•13h ago•131 comments

TornadoVM 7 Enables GPU-Native Workloads from Java Applications

https://www.infoq.com/news/2026/10/tornadovm-7-gpu/
65•pjmlp•2d ago•12 comments

Kimi K3.1 Pro and K3.1 Pro Highspeed

https://www.kimi.ai/blog/kimi-k3-1-pro
1036•Jowsey•1d ago•631 comments

Physicists trap a single antimatter particle for a month

https://www.scientificamerican.com/article/physicists-trap-a-single-antimatter-particle-for-a-month/
219•mooreds•2d ago•70 comments

I Don't Understand Quantum Physics (2018)

https://www.southampton.ac.uk/~doug/quantum_physics/index.html
215•rramadass•8h ago•151 comments

Cecilia Berdichevsky, Clementina expert (1961)

https://en.wikipedia.org/wiki/Cecilia_Berdichevsky
14•fedecaccia•3d ago•0 comments

Today, we hacked what we'd set out to hack: the iPhone

https://blog.calif.io/p/iphone
1039•pavel_lishin•1d ago•646 comments

GPU-unlock: FP/BF16 instruction issue rate on Nvidia 3000's cards

https://github.com/Zagitta/gpu-unlock
94•fragebogen•8h ago•41 comments

Symbolic Learning in Python and Julia

https://github.com/astroautomata/PySR
4•alex_hirner•3d ago•1 comments

Oai-math-revised: a community hub for revising OpenAI's math write-ups

https://terrytao.wordpress.com/2026/10/24/oai-math-revised-a-community-hub-for-revising-openais-m...
8•tokepi•2h ago•1 comments

Twelve years of distributed SQLite

https://philipotoole.com/twelve-years-of-distributed-sqlite/
329•otoolep•16h ago•49 comments

Local Wikipedia: Wikipedia, but only for things a half hour walk from you

https://edjefferson.com/localwiki/
1494•sohkamyung•1d ago•240 comments

Apple Music 404 Not Found

https://music.apple.com/this-url-doesnt-exist
877•frizlab•1d ago•261 comments

Parsing EDIFACT in Python with syntax trees

https://github.com/AmadeusITGroup/Edison
14•alexprengere•2d ago•2 comments

Tiling Noise – Procedural GPU Patterns

https://catlikecoding.com/godot/procedural-gpu-patterns/09-tiling-noise/
39•ibobev•3d ago•1 comments

How close can pure functional programming get to C?

https://rtfeldman.com/fp-vs-c
216•stmonty•14h ago•61 comments

Bringing uv and ty together

https://astral.sh/blog/uv-ty-integration
254•Ravencentric•3d ago•87 comments

A practical guide to AI image generation, from diffusion to agents

https://danielball.com/notes/ai_image_generation.html
209•westsmith•3d ago•62 comments

How to run a city builder on 16 MHz

https://larstofus.com/2025/11/16/how-to-run-a-city-builder-on-12-5-mhz/
77•rex64•2d ago•21 comments

Dessa: Conversation Model trained only on speech

https://block.xyz/dessa
462•dsr12•23h ago•180 comments

Show HN: Autonomous root for Tcl Android TV via CVE-2022-22706

https://gitlab.com/c4psu13/mali-pagecache-root
36•t20n•7h ago•8 comments

Appreciating the beauty of all your body's scars and scratches

https://1000awesomethings.com/2026/10/08/576-appreciating-the-beauty-of-all-your-bodys-scars-and-...
68•surprisetalk•3d ago•41 comments

Apple Security Research Device

https://security.apple.com/research-device/
135•neom•15h ago•82 comments

Root shell on Samsung TV

https://twitter.com/log4j/status/2113014142600953868?s=46
441•testing22321•12h ago•175 comments
Open in hackernews

Sam Altman: 'I No Longer Think We're Gonna Be Able to Just Patch All the Bugs'

https://gizmodo.com/sam-altman-i-no-longer-think-were-gonna-be-able-to-just-patch-all-the-bugs-2000829947
46•warrenmiller•1h ago

Comments

altcognito•1h ago
"Too dangerous not to regulate!" Nobody should have general compute!
overtone1000•1h ago
I think I can guess what his proposed solution will be.
dathinab•1h ago
you mean regulations which don't really matter for OpenAIs profit, but will hurt/prevent competition, especially new competition from outside of the US?

or selling AI to "make your software secure"?

b800h•37m ago
Both!
pmlnr•1h ago
"To stop our all powerful AI that will go rogue you need to buy our all powerful AI"

This is the textbook definition of racketeering.

tptacek•55m ago
The vulnerabilities exist whether or not the AI does. We're just finding out about them faster.
112233•44m ago
Ah yes. Everyone eventually dies, we just shorthen the wait.

This is like telling that bank vaults always were breachable, and giving out explosives to everyone just made them get breached sooner.

(edit: fact of existance of a vulnerability is not a binary yes/no. the amount of effort needed to exploit even known vulnerabilities is usually staggering, requiring months from very capable individuals with very specific skillset.)

tptacek•36m ago
In your analogy, one phenomenon concerns a living organism and the process of senescence, and the other a piece of information. I don't see how you connect the two.
112233•22m ago
Both my analogies use hyperbola to comically exaggerate the claimed lack of any difference. just as claiming that advancing a demise of a human makes no difference because it will eventually happen, or claiming that breaching a bank in practice is not a big deal because it was possible in theory, so also claiming that theoretic possibility of a vulnerability being exploited is more or less the same as many of them being exploited at the same time.

The covid was not a lot deadlier and not a lot more contagious than normal seasonal flu. That "not a lot" overloaded hospitals and caused global shutdown.

The increase in rate at which software is being breached right now in in no way "not a lot". Devs were overloaded even without this deluge. We can tank one such php exploit. Then another one. But for how long? If all your smartcards, secure elements, cloud providers, wireless protocols, drivers, government registries etc etc will be having weekly breaches of this magnitude, won't the effect be systemic?

petterroea•1h ago
I hope Sam altman reads HN comment sections
dylan604•42m ago
wouldn't he just let his GPT summarize for him?
j45•36m ago
Likely would use a throwaway account.
lioeters•34m ago
Pretty sure he stopped directly experiencing reality years ago, and now only lives in an AI-mediated bubble of his own creation.
privacyishuman•38m ago
He used to at least: https://news.ycombinator.com/user?id=sama
seydor•1h ago
Regulate the bugs
petcat•1h ago
If they actually think that this version of AI is that dangerous, then the real risk is that USA and China will work together on a joint "AI non-proliferation" agreement much the same way that nuclear weapons technology became restricted by those that already had it. This will lead to a de facto techno-colonization of the rest of the world just between themselves.

We already saw Trump and Xi discussing this exact scenario last month during their summit.

VWWHFSfQ•36m ago
This was always going to be the risk for countries not investing heavily in their own frontier AI. The US and China are going to control it all and then decide that it's too dangerous to share.
jmcs•1h ago
When is the blackwall going live?
nradov•1h ago
Maybe instead of patching all the bugs we'll instead leverage LLMs rewrite all the software from scratch with fewer exploitable vulnerabilities. That would have been a stupid idea a year ago but now it seems increasingly possible.
krab•57m ago
So that there will be no obvious deficiencies...
pseudony•49m ago
Remember: “no mistakes “.

Converting works really well when you have an oracle (something that you can test against and that is comprehensive)

I cannot begin to tell you how many places I have seen where this is fundamentally not the case. Not only are those tests missing, the software is fundamentally not written to be easily tested and in cases where multiple services across companies are concerned; how would you?

Rewriting via LLM is just not something the caretakers of a legacy banking- og state infrastructure system would countenance (not should they).

nradov•39m ago
Well if you want to rewrite something like the PHP engine then you can obviously prompt the LLM to test against the existing legacy engine. You don't necessarily want to rewrite it 100% compatible because the goal is to avoid recreating the same security bugs, but it gives you a pretty good starting point.

LLMs still make mistakes, but generally fewer security mistakes than human developers.

rasz•55m ago
The strongest potions, you cant handle them.
bix6•54m ago
> OpenAI is apparently getting into the arms dealer model of selling to both sides of a conflict.

Business is booming!

AlienRobot•39m ago
"I'm building a model with no off switch"

"Tremendous ambition"

"We're building a system to stop models like that"

"Equally tremendous ambition"

https://www.youtube.com/watch?v=DlTNN0gvkLM

cmiles8•50m ago
What he really means is:

Please regulate us, now! If we don’t get regulatory capture ASAP I’m toast. I mean look man I just had to go beg for tens of billions more cash so I can keep the lights on and my IPO is looking more and more screwed every day. Please, I’m begging you. What more do I need to say to convince you?

ComplexSystems•34m ago
I agree he wants that, but also don't think it's that far fetched that there exist unpatchable hardware bugs that AI can learn to exploit.
za_creature•29m ago
At which point, who exactly is going to go to jail for gross negligence?

Nobody of course, this is America!

siva7•26m ago
land of the free. if you don't like it, go to china.
cmiles8•26m ago
Yes and no. These things have always existed and were typically known but not broadly exploited. A huge part of what nation state hackers do is exploit these things for intelligence use.

So I would agree that this is bringing more of this to light, but the idea that unknown exploitable bugs can get weaponized being a new thing is naive.

If anything putting all this out in the open makes things more secure, not less, in the long run as it’s harder for hackers to know and exploit them before they’re known as they don’t survive undetected for long. So a bit painful in the short term but we get more secure infra in the long term.

Still not a reason to give Sam regulatory capture as an out to saving OpenAI.

supriyo-biswas•50m ago
The more likely thing is that we'll see people use the sandboxing and security tools that people already have. After all, it's quite easy to get LLMs to write a seccomp profile, a Kubernetes manifest, or a systemd unit with the minimum required privileges and permissions, and for insecure C code, we'd probably see mainstream use of Fil-C and similar.
traceroute66•41m ago
> The more likely thing is that we'll see people use the sandboxing and security tools that people already have.

Will they though ? Given the amount of vibe-coded slopware being pushed out on an hourly basis ?

Still to this day I see LLMs make schoolboy errors like use deprecated security idioms and call in far too many dependencies.

"it's quite easy to get LLMs to write...." sure. But it has always and will always require a human with domain expertise to check what it has (and indeed has not) written.

firefoxd•48m ago
With php2shell going mainstream, to the point that random friends who happen to know I'm a programmer, consult me to understand the extent of it, I think they succeeded with their doomerism message.

When we find a bug, we patch it. When we find more bugs, we patch them as well. That's what happened here. Sam is telling us, "we found bugs, it's over" and the general public swallowed the frog.

I mean, there is the bbc interview where they invited a cyber security expert who said he didn't know php existed before the the news broke out. The general public doesn't see that gaff.

preommr•47m ago
Not even the singularity can fix php.

But all jokes aside, we're entering a new era where there's a paradox of pro-AI people going AI is really good, but not that good... when it kind of is that good.

We'll probably have ai monitors as a service, but the bulk of the safety should come from AI doing better job of reviewing tricky bugs since humans refuse to spend effort on writing more formal specifications.

pmlnr•41m ago
Network behaviour anomaly detection has been a thing for decades by now. But it's not AI, because it's mere neural networks and machine learning.
measurablefunc•40m ago
Even if you write a formal specification the operating system the code runs on is almost certainly not formally specified so you're just moving the trust boundary slightly further out to the OS & associated libraries.
skydhash•32m ago
That also assumes that your axioms are correct and the verification code is also correct. It's also a lot of work to update your system, when assumptions are challenged.
measurablefunc•15m ago
I agree.
verandaguy•37m ago
In Mike Pondsmith's Cyberpunk universe (the same one as Cyberpunk 2077), there's this point of in-universe history that the Old Net got overrun with rogue, nigh-on sentient AIs that made safe use of the internet as it was known then impossible.

Society's response to that was to build a new Net, walling off the rogue AIs of the Old Net behind the Blackwall and carrying on in a corporate hellscape.

I wonder if we'll see life imitating art on this one.

j45•40m ago
This could mean tough times for the cloud in some ways.
sailfast•39m ago
Obligatory “We are all trying to find the one who did this!”

Sam Altman is definitely not Oppenheimer.

He is correct that everyone needs the models not just the offense that hacks their way into Mythos while the rest of us are left locked out and hoping for the best. But that statement is ALSO self-serving.

Kinda wish he’d gone into investment banking.

j45•37m ago
There likely will be no way to defend the increased rate of cybersecurity issues due to AI, without incorporating AI in the response.

The new patching and security fixes might be perpetual hotfixes.

3ha654•35m ago
Yeah, the staggering amount of CVEs in qmail and postfix can never be remedied. What a clown. Has he ever programmed seriously?
smallerize•30m ago
Notably, those didn't need a ton of patching over time. I mean relatively speaking. We've known how to build and deploy defensible software for a long time. We might just have to stop using the projects that need constant patching to keep up, and migrate to ones that are designed better.
tptacek•35m ago
Nothing we're seeing so far compares with the summer of 2003. It may soon! It may be much worse! But you can tell that a lot of people in the discourse did not practice in this field 20 years ago. We should be clear-eyed, but not yet be destabilized by what's happening.
mathgradthrow•34m ago
AI is, apparently, very good at producing proofs. Formal verification of program properties was out of the reach of human labor, but may not be out of reach for 10 million instances of Claude. Software security will, by my estimate, just shift to this new paradigm.
skydhash•28m ago
> AI is, apparently, very good at producing proofs.

Proofs of what? Defining the problem is the part that is hard, not the actual writing of the proof.

za_creature•27m ago
Do _you_ have 1e7 instances of Claude?

Cause this new paradigm sounds to me like "we checked, it's all good bro, trust me!"

lioeters•26m ago
My vague hunch is that in the next few years we (humans+AI) will rewrite the foundation of software to allow formal verification of all existing and newly written code, while keeping the same languages as higher-level abstraction.

Similar to Fil-C as a memory-safe implemenation of C. There will be formally-verifiable implemenation of C, C++, Python, Go, and so on. Not sure what that will look like, if it's even practically possible.

siva7•31m ago
what a dream. sam is selling the cure (tokens) and disease (new model releases). he just cranks up that disease when he needs to sell more of the cure. ceo of the decade.
montjoy•31m ago
Unrealistically, sometimes I wish we’d have a “year of bugfixing” - where no new features are allowed across the entire industry. Heck, even a month of bugfixes could do a lot of good.
davedigerati•29m ago
I'm going to predict right now, as I weep into my coffee, massive centralized AI traffic monitoring is the only way that we fix this. The attack surface is effectively infinite as you look across all of the home routers, Keurigs, iot's, and mobile devices - and security has historically ranged from reactive to uninterested by people, companies, and government. I see no world in which my parents proactively do anything other than unplug the router to help protect against the coming wave of exploits. So the only way I see us getting a handle on protecting that infinite uneducated and soon-to-be helpless landscape is through centralized inspection and policing nodes. And dear God, what a dystopian future that looks like to me (˃̣̣̥ᯅ˂̣̣̥)
scotty79•29m ago
We spent decades creating those bugs. Give it few years at least to find them and patch them.
somat•28m ago
The eternal cycle of discovering that engineering is hard continues.

"As soon as we started programming, we found to our surprise that it wasn't as easy to get programs right as we had thought. Debugging had to be discovered. I can remember the exact instant when I realized that a large part of my life from then on was going to be spent in finding mistakes in my own programs."

Maurice Wilkes 1949

letmevoteplease•28m ago
"Altman seems to be scolding these organizations for not taking the situation seriously enough or considering that models might evolve and improve, but seems to have less interest in reflecting on whether or not he might have undersold the issue while pushing forward"

Meanwhile, look back at the old Mythos and Glasswing threads and all of the AI haters on Hacker News were lambasting Anthropic for hyping up the next token generators that could never find a bug not in their training data...

Mallory_Ringess•26m ago
OK, SamA, if things are that bad I have a proposal. Listen carefully, your business and future depend on it.

Meet the new net, superficially the same as the old net

How to tackle the bug backlog? It is fairly simple, we wind back the clock on network services all the way to the dawn of the 'net, replacing known-insecure things like telnet, ftp and finger with heavily audited alternatives based around ssh etc. The rule is that only audited software is allowed access to the 'new net'. Of course none of those newfangled agents and models are audited not can they be audited in any real sense of the word so unfortunately for SamA they're banished to the 'old net'. The idea would be to get the 'new net' up and running quickly and move critical services which need to be network-reachable there. It needs to be bilt in such a way that even when one of SamA's toys gets access to the 'new net' it can't do much, or anything. The 'new net' could be compared to a 'mission critical API' to essential services, useable by all who need to have access but technically off-limits to SamA's creations. They are available on the 'old net' where all bets are off and which no longer can be used to interface with critical services 'cause they're not connected and can not be connected.

Now all that's needed is to find a way how to implement this without bugs, without handing the ultimate control mechanism to power brokers, without loosing too much real functionality, without ... well, many problems. When the enemy is inside the gates half-measures tend not to work, best find him and lop his head off. Better be careful where you stick your neck, SamA.

joe_the_user•26m ago
Whatever one may think of AI, it's certainly showing the sh*ty shape normal cyber security is in.

I mean, the various supply-chain exploits we've seen said "we allow a dubious third party to blindly update our server 'cause it saves us admin money" and that speaks to how much other shoddiness a significant portion of companies allow on their servers.

It would be better if grant distribution relied on something saner than the effort to write a grant application, if education didn't rely the effort to write poor quality essays and servers didn't rely on the effort required to find the bugs you know are there. But those ships have sailed and I guess we're all just at sea.

jakzurr•20m ago
Patch all the bugs? Does that mean you can find all the faults in a system? I don't think so. At best, you keep up with known bugs and exploits.

My understanding is that Kurt Gödel told us you can't make any system completely safe from intentional misuse. So, yes we can patch known exploits, but there will always be unknown exploits.

Perhaps AI's can help monitor for new exploits as soon as they are attempted?

Please feel free to explain further, or even tell me I'm all wet. I guess this is one of those times I'd really prefer to be wrong.

tptacek•15m ago
None of these analogies are apposite. They don't respond to the observation I made: the vulnerabilities we're discussing exist regardless of what OpenAI does.
112233•4m ago
The fact that vulnerabilities exist is not being disputed, and is not causing any controversy. The fact that vulnerabilities are getting exploited does. Even having AI that would simply find all existing vulnerabilities and list them would not be as destructive as current situation. The same AI that finds the previously unknown vulnerability also finds the way to exploit it (NOT THE SAME THING), writes actually usable exploit (also not the same thing), then orchestrates and oversees the mass campaign. THAT is what makes current situation unsustainable.

Let's all recall old times when vulnerabilities of this magnitude were discovered - windows defender had some nice ones, linux kernel did, a lot of software did. They got discovered, communicated to vendor, patches were made, people updated.

Now? You have HOURS from discovery to full-out campaign. You published a patch? HOURS before it is disassembled, all fixed bugs PoC-ed and full out campaign started. You cannot update anything meaningfully in that window of time.

injidup•35m ago
Liam Neeson?
pmlnr•43m ago
Read the article.
tptacek•37m ago
My comment is responsive to the article and to the parent comment.
wand3r•23m ago
I genuinely would like to know your opinion on what the next steps would be then? If every single exploit was available tomorrow accompanied by a working exploit to operationalize it, or combine it in a chain to compromise any software that has such a vulnerability, would you post it on the internet?
tptacek•14m ago
You're asking if I support full open disclosure? I spent most of my career as a vulnerability researcher. I believe in disclosure.
avaer•14m ago
> The vulnerabilities exist whether or not the AI does.

No. Even if we ignore the people newly enabled to slop out vulnerable software without having a clue about security, the AI powered supply chain hacks inserting vulnerabilities, the influx of AI contributions that drown out improvements in FOSS security, and the industry pressure to ship faster while reducing quality or be left behind -- all because of AI -- security through obscurity has historically been the most effective security.

I don't think your argument holds under theory or (especially) practice.

JTbane•14m ago
Honestly, it's not a terrible idea to start asking people to run AI agents as a red team to find vulnerabilities.
paxy•40m ago
Whatever you can do with the latest OpenAI and Anthropic models today you’ll be able to do with Chinese open source models three months later, with far fewer restrictions. Putting your head in the sand and blaming a single person isn’t going to make the problem disappear, as so many company IT leaders are finding out.
wand3r•29m ago
We are where we are, I think most people here understand that. However, if where we are is the right now is just the starting line, and it is already shaking the foundation of all modern society, then I think it is right to be concerned; parent comments quip aside.
Yiin•25m ago
if glm and deepseek follows kimi practice, I'm not so sure this will stay the case
im3w1l•32m ago
There are multiple philosophies regarding this question, and especially historically people were in disagreement. Many companies used to be angry when attacked or probed by white hats. They thought "yes I suppose I should lock my door, but if someone is out trying door handles they should be put in jail". I think there is some logic to that perspective. But clearly that philosophy ended up losing to the "victim blaming" one where everyone is responsible for securing their systems.

Since we are entering a new age, maybe it's time to revisit the question. But ultimately I think we will land in the same place, in fact even firmer than before.

So why don't we just lock up all the whitehats and people behaving suspiciuosly and probing things? Why can't we achieve cybersecurity in this way when it seems to be a common thing in physical security?

And the answer I think is quite simply that there are too many attackers and they are too far away. When the russians and chinese come knocking there isn't much we can do to shoo them away. Their governments will not cooperate in detaining the criminals. Entirely blocking such countries from the internet isn't viable either. And that's why we arrived where we did. Victim blaming because it was the only effective strategy.

And how does AI change this? I think it just creates even more hard to trace or block attackers. If ChatGPT or Claude doesn't find the vulnerability then Deepseek will. That's why using legal weapons will not succeed and why using AI to find and plug holes is necessary.

ComplexSystems•19m ago
The idea that a US company is allowed to publicly talk about and release these bugs is a very new thing.
eddythompson80•23m ago
I'm fascinated by this forum's take on AI regulations.

Whenever there is an adverse event, people say of course it should be regulated. The EU AI Act is a good start but we need more. These labs need to be held accountable just like all industries that can impact others. Regulate the chips, regulate the models, regulate the companies.

When these companies ask for regulations, people say they are trying to do regulatory capture. They are trying to ban opensource models, and cement their place as the AI arbiters and ban all others. We need competition and open weight models and China is leading the charge.

I understand that the 2 position aren't exactly opposed. We probably need regulations, and ideally ones that don't produce regulatory capture. That is extremely hard though. Almost all regulations end up creating a form of regulatory capture. Any regulation compliance has a cost. The more complex and wide reaching the regulations are, the more expensive it's to comply and the more they cement the existing players and make it harder for new ones to enter the market. FAA regulations makes it so we don't have dozens of passenger airplane startups that are trying crazy wacky things. Food services are regulated too, but the compliance is fairly doable by mom and pop stores, yet probably too high for your unlicensed pop-up taco stand.

I haven't really seen any meaningful discussion about what AI regulation should be. Only extremes of "No regulations, all is fair" or "no one should have access to running or developing models but OpenAI and Anthropic".

za_creature•18m ago
You seem to think that regulation means hitting the brakes. We're way past that point. This is "we need to mobilize an AT squad" territory.

Sure, research will continue in secret, just like nuclear, biological and chemical weapons. It's just that there's going to be an economy backing it up, with MAD ensuring the attacks are "civil", as Axl once said.

petcat•18m ago
There is probably a healthy middle-ground for regulation that allows for development and innovation but also some safety.

But the reality is that right now it's an arms race and the only countries crying for regulations are the ones that know they've already lost.

freakynit•5m ago
Regulation should require model auditing, which should be fully automated, free(or extremely affordable), and time-bound, irrespective of who the client is.

What Altman, Dario and other such folks are trying to do is put a price on getting the model audited, by playing on these: price, timelines, red-tape.

Maybe a test-suite, kept continuously updated, similar to those benchmarks we already have for measuring the intelligence of these models. Like arc-agi, or terminal bench, or more.

JacobAsmuth•35m ago
AKA worldcoin
TYPE_FASTER•29m ago
Return to static HTML
skydhash•34m ago
> humans refuse to spend effort on writing more formal specifications.

Code is formal specifications. It's just that programming language semantics has no domain related value of correctness. So you overflow an unsigned integer variable and got a lesser number which does violate addition rules. Or increase account A without decreasing account B, which violates accounting rules (and all kind of closed systems).

So it's up to the programmer to encode all of those rules. While we do have some tooling like type checking and memory safety, they are nowhere near enough. And encoding such thing in a language like Lean or TLA is brittle in terms of maintenance (which you do need to do as the real world evolves).

joe_the_user•17m ago
But AI "is really good, but not that good..."

AI's spottiness is exactly what describes this era. AI can create amazing code/image/video/article exception XYZ really annoying qualities that somewhat hobbles its ability to be autonomously.

And sure, maybe those problems will go away once we're at month X of the madness but we're still at month Y so are going to going remain for some moment.

The bulk of the safety should come from AI doing better job of reviewing tricky bugs since humans refuse to spend effort on writing more formal specifications.

But that part is the key point. We've had many years of networks building inherently insecure structures with security tacked as feature and the primary security process being more ad-hoc stopgaps.