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Agnes Callard’s theory of the uni-context

https://www.derekthompson.org/p/a-philosophers-one-word-theory-to
42•FinnLobsien•1h ago•27 comments

Your 'app' could have been a webpage (so I fixed it for you)

https://danq.me/2026/07/09/your-app-could-have-been-a-webpage/
215•MrVandemar•3d ago•182 comments

Show HN: Opening lines of famous literary works

https://www.verbaprima.com/
7•plicerin•8m ago•0 comments

Beautiful Type Erasure with C++26 Reflection

https://ryanjk5.github.io/posts/rjk-duck/
56•RyanJK5•2h ago•22 comments

Show HN: Juggler – an open-source GUI coding agent, by the creator of JUCE

https://github.com/juggler-ai/juggler
38•julesrms•1d ago•13 comments

Demis Hassabis has a plan to harness AI safely

https://twitter.com/demishassabis/status/2076957440109625718
59•asiergoni•6h ago•44 comments

Paxos Made Simple (2001)[pdf]

https://lamport.azurewebsites.net/pubs/paxos-simple.pdf
16•grep_it•4d ago•0 comments

New York becomes the first state to impose a data center moratorium

https://www.reuters.com/world/new-york-becomes-first-state-impose-data-center-moratorium-2026-07-14/
55•granfalloon•1h ago•28 comments

How to stop Claude from saying load-bearing

https://jola.dev/posts/how-to-stop-claude-from-saying-load-bearing
64•shintoist•3h ago•104 comments

Punch yourself in the face with reality

https://adi.bio/reality
88•AdityaAnand1•3h ago•41 comments

Are we offloading too much of our thinking to AI?

https://www.artfish.ai/p/offloading-thinking-to-ai
3•yenniejun111•14m ago•0 comments

How the FSF sysadmins block botnets with reaction

https://www.fsf.org/blogs/community/blocking-botnets-with-reaction
79•pseudolus•2d ago•6 comments

No Spanish reading crisis?

https://www.commonreader.co.uk/p/no-spanish-reading-crisis
39•jruohonen•4h ago•63 comments

Differentiable Fortran with LFortran and Enzyme

https://docs.pasteurlabs.ai/projects/tesseract-core/latest/blog/2026-07-09-enzyme-lfortran-autodi...
28•dionhaefner•3h ago•4 comments

Coding agents think ahead of time

https://arxiv.org/abs/2607.05188
62•andre15silva•3h ago•49 comments

Tensor Is the Might

https://zserge.com/posts/tensor/
30•eatonphil•2h ago•13 comments

Show HN: I RL-trained an agent that trains models with RL (for –$1.3k)

https://github.com/Danau5tin/ai-trains-ai
44•Danau5tin•2h ago•18 comments

Alternative(s) to run CUDA on non-Nvidia hardware

https://www.hpcwire.com/2026/07/09/spectral-compute-aims-to-set-cuda-free-will-it-succeed/
99•alok-g•7h ago•47 comments

Germany set to restrict its Freedom of Information Act

https://www.dw.com/en/germany-freedom-of-information-act/a-77939695
170•robtherobber•3h ago•106 comments

Our Amish Language

https://www.thedial.world/articles/news/amish-pennsylvania-dutch
66•NaOH•12h ago•52 comments

Australian energy retailers must provide three hours of free daytime electricity

https://lenergy.com.au/free-daytime-electricity-is-coming-heres-how-it-actually-works/
191•i2oc•11h ago•289 comments

Proof of care in the age of AI

https://jacobfilipp.com/care/
120•jfil•2h ago•74 comments

European "age verification" "app" forcing everyone to use Android or iOS

https://github.com/eu-digital-identity-wallet/av-doc-technical-specification/discussions/19
144•roundabout-host•6h ago•116 comments

Codex starts encrypting sub-agent prompts

https://github.com/openai/codex/issues/28058
344•embedding-shape•4h ago•216 comments

Actegories

https://bartoszmilewski.com/2026/06/30/actegories/
34•ibobev•4h ago•5 comments

A tiny cell that broke a big rule of biology

https://grist.org/science/nitrogen-cycle-cell-discovery-nitroplast-science-fertilizer-algae-bacte...
5•gumby•4d ago•1 comments

A metallurgist's doubts about self-replicating probes

https://www.centauri-dreams.org/2026/07/10/a-metallurgists-doubts-about-self-replicating-probes/
83•EA-3167•1d ago•7 comments

Indian scientists produce most detailed 3D atlas of the human brainstem

https://www.bbc.com/news/articles/cg53l737v1qo
135•BaudouinVH•8h ago•17 comments

OpenAI mandates hardware-backed passkeys for Trusted Access Cyber members

https://www.yubico.com/blog/openai-mandates-hardware-backed-passkeys-for-trusted-access-cyber-mem...
41•speckx•1h ago•19 comments

What did SFFA vs. Harvard reveal about admissions?

https://sorting-machine.pages.dev/
35•StrageMusik•15h ago•64 comments
Open in hackernews

Demis Hassabis has a plan to harness AI safely

https://twitter.com/demishassabis/status/2076957440109625718
59•asiergoni•6h ago
https://xcancel.com/i/article/2076957440109625718

https://www.economist.com/business/2026/07/14/demis-hassabis..., https://archive.ph/GOUcN

Comments

dang•1h ago
(I took the title from the Economist interview since "A Framework for Frontier AI and the Dawning of a New Age" sounds like a press release - https://hn.algolia.com/?dateRange=all&page=0&prefix=true&sor...)
noelwelsh•1h ago
The premise is "Artificial General Intelligence (AGI), a system that exhibits all the cognitive capabilities the brain has, is probably only a few short years away".

If this is true, establishing an institution to ensure things like "publishing model cards with technical details, maintaining strong internal cybersecurity, vetting key personnel, and providing sufficient resourcing for safety and security research" is really mostly irrelevant.

TFA does talk about what really needs to be done, but punts this into future work: "Even if we solve these hard technical challenges, there will be further complex economic and philosophical questions to tackle: what sorts of new economic models will be needed to help everyone thrive in a post-scarcity world? What values do we want to live by, what will meaning and purpose be, and how might even the human condition itself change?"

There's also a need to consider the rights that this new intelligence should have.

whimsicalism•46m ago
The fundamental issue is that if we really get something like this, scarcity will still exist. There will still be scarce things people want.

But the motivating justificatory structure for any inequality in allocation will have completely evaporated.

throw4847285•11m ago
Am I crazy or does this just real like secular eschatology? What evidence do you have of any of this?
andy_ppp•39m ago
The A(G)I can tell us if and how it needs to be regulated :-/
f6v•35m ago
> what sorts of new economic models will be needed to help everyone thrive in a post-scarcity world

What sort of new economic models did we come up with to help everyone thrive in a post-X world? Like, food production is really a solved technical problem. We can feed anyone on the planet if we wanted to. Another example: we could put everyone who's homeless into some sort of a house. Have we done that yet?

Marha01•23m ago
Food production is indeed a solved problem in most countries (we are almost post-scarcity when it comes to food), which is why obesity is a much bigger issue than hunger today. Hunger is present pretty much only in conflict zones. I fully expect such issues in conflict zones, even in AI post-scarcity world.

Housing is definitely not post-scarcity today, building a house is still very expensive, not to mention the limited availability of land zoned for housing.

gruez•58m ago
The proposal:

>The American government, he says, should develop a system for testing the safety of new AI models before they are released. “It’s important that it’s not just an industry body,” he adds. But a regular government agency wouldn’t do either. “It would not be able to move fast enough, or have the right resources.” Instead, Sir Demis suggests taking inspiration from FINRA, the Financial Industry Regulatory Authority, a private agency in America that regulates brokers and stock markets.

khurs•50m ago
>This is a pivotal moment in human history. Artificial General Intelligence (AGI), a system that exhibits all the cognitive capabilities the brain has, is probably only a few short years away.

There is a heatwave in London, perhaps Demis needs to stay out of the sun and drink more water.

Or perhaps he is seeking more funding/a fight to maintain his divisions AGI research budget.

password54321•41m ago
Show me the incentive and I’ll show you the outcome.
gizajob•41m ago
Perhaps he’s a lot smarter than you.
khurs•37m ago
On the STEM side, yes no doubt he is a lot smarter than me.

But as per the documentary of his life, he is wholly focused on AGI and will remain unfulfilled if he, or indeed anyone else, doesn't achieve it within his lifetime.

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

tangenter•17m ago
> On the STEM side, yes no doubt he is a lot smarter than me.

You’re selling yourself short.

geremiiah•48m ago
All the frontier labs are lobbying hard to lock down the AI market, because they see that their position at the top is temporary and that there's no secret sauce.
hsaliak•33m ago
no, this post was written by Demis from Deepmind.
flyinglizard•28m ago
Google’s Deepmind.
hsaliak•27m ago
so the joke was the implication that they are not frontier.
chrsw•47m ago
For better or worse, humans (or any animal) are a lot better at reacting than planning. I'm sure this technology will play out differently than any one of us, or any collection of us, can imagine. The possibility space is enormous.
thegrim33•45m ago
Spoiler: The plan is .. add massive regulation, but only to the US, don't affect other countries developing it in any way other than "setting a good standard that'll hopefully influence them". Seems like an airtight plan.
squidbeak•15m ago
If the USA takes up his suggestions, it will have an incentive to work on international frameworks and treaties with competing nations to make the regulation global.
estearum•13m ago
That's called the carrot

The beauty of the United States' global hegemony is that it also has lots of sticks

graemep•6m ago
Sufficient sticks to get China to agree to the same rules? Overseen by whom?
watwut•41m ago
These people who read too many scifi books and confused them with reality are royally annoying.

There is real and potential harm from AI, but the more someone talks/write abut AI safety, the less they care about actual harm to real people, economy and what not.

pingou•27m ago
If in 2020 I had sent you a book about the LLM achievements of 2026, you would probably have thought it was a science fiction book with no relation to reality, wouldn't you?
tangenter•39m ago
Sigh, another person talking their book while also talking their life’s work. One is bad, but the two together are unhinged.

I’m going to have to flag this because it is obnoxious and absurd.

pshirshov•31m ago
Blah-blah-singularity, so let's cripple the models so much they refuse to talk about React, because who knows if you are not cooking chemical weapons or meth in your browser's DOM, right?
estearum•15m ago
strawmen are fun and helpful
sluongng•28m ago
how would this help smaller labs? would it put more burdens on them when trying to compete with trillion-dollar companies or would it help?
sinuhe69•19m ago
If they are not a frontier-lab, they would not need to submit their models for safety test before release. At least that is the proposal.
lambda•13m ago
He is saying that weaker models, as measured by a benchmark to distinguish "frontier" models, would be exempted. So an academic lab or startup that isn't yet producing frontier models would be exempted, but once it crossed some benchmark based threshold it would be subject to this kind of oversight.

Of course, right now you've got benchmaxxing going on; some companies specifically targetting benchmarks to appear stronger than they are on a wider range of tasks. Now you might see bench sandbagging, specifically looking weaker on certain benchmarks to avoid regulatory oversight.

For instance, once way I could see this going for open models is to release them undercooked; stop the RLVR process a bit early, leaving them a bit weaker on tool calls and agentic performance, but also release the RLVR environment so people can finish the process themselves.

In fact, this is fairly close to what Nvidia is already doing, the Nemotron 3 models are somewhat undercooked but they are releasing their full training pipeline, to encourage people to use these models as a base for further training, which will generally be done on Nvidia hardware.

HarHarVeryFunny•26m ago
Not exactly a "plan" - he's just saying we should have a standards body that assesses models for safety.

At this point I'd say the societal risk of AI isn't models gone wild, or used by the bad guys. Regulation will take care of itself, and it seems the AI companies will not only welcome it, but lobby for it to shift responsibility to the government.

The real risk of AI is societal disruption due to job displacement, and maybe other structural changes, and this is far harder to solve, and likely will not be solved, or even seriously addressed, until/unless politicians feel like their own jobs and well-being depends on them addressing it.

cmrdporcupine•22m ago
All that would happen from what he's proposing is such a watchdog would just be an explicit formal declaration of the US's national interests as being somehow the most legitimate, which in the context of current international relations is basically putting up a sign saying: "reject this!"

I find it mind boggling that someone could be this tone-deaf to the current situation. No "ally" of the US is going to (willingly) agree to this governance structure given the current US administration's "might makes right" proclamations and threats on sovereignty of its continental neighbours.

And non-allies would just ignore. Unless forced by said "might makes right", which in the long run will have no staying power.

Apart from its completely delusional formulation, what is most concerning about this blog post is that it indicates that all 3 major US labs have formally submitted to boot-licking Trump/Bessent/Lutnick. I had I guess vainly held out hope that Google might be more reticent to do so.

macleginn•19m ago
"It will help us solve some of the biggest problems society faces from accelerating drug discovery to developing new clean energy sources to creating novel advanced materials" — but these are not the real problems plaguing modern developed societies, are they? What developed societies really need to figure out right now is how to distribute the already available resources without making people miserable, and so far AI hasn't been helpful.
rhipitr•16m ago
I do wonder what type of AI some of these leaders expect to be able to harness. If you create something that is true AI, won’t it be smarter than you to a level you cannot fathom. I was thinking of this idea/though-experiment (which I know is ridiculous) of what if dogs created humans thinking they could control them, and then just wound up being pets because their survival now depended on that new hierarchy that previously didn’t exist.

Seems to be a lot of hubris with some AI thought leaders thinking control will remain with them and be absolute.

KaiserPro•14m ago
sigh

The standards body will have no teeth. whats to stop someone just not bothering?

Next, the threats he is asserting to check for (cyber, chemical, biological) are nice, but also not that useful.

We already have chemical and biological controls, that why I can't by anthrax spores or high concentration nitric acid.

The risks that AI has now are already playing out:

1) the evaporation of trust in the video as medium of "this happened"

2) systematic spying

3) job losses

Increased productivity means job losses, Tiktok, instagram and X are a wash with disinformtion campaign pumping your feeds with AI ragebait.

That is and will continue to fracture society so that only the strictly information controlled (ie authoritarian) have a functioning state.

if the author had bothered to engage with the world outside of tech, or even their local government, they would know that the proposal are dead in the water and frankly superfluous. The knowledge is out there, without AI. let us work on the issues we face now, rather than dipshit tech bro's miopic vision/funding manifesto.

techpression•7m ago
Has anything really important been solved by AI yet, or where is this radical (imo) belief around AGI coming from? Genuinely curious, I know there are some math problems solved and ML has been used for far longer than AI to improve things, but where is clean (efficient) energy, the cure for cancer (or any of the horrible neurological disorders, take your pick), new hardware designs, quantum computing solutions, etc etc, you get the gist. Where are the things that will actually send humanity into the next era of civilization, I don't care about more React apps (but I do enjoy my coding companions for other things).

Heck, a proof for P=NP or P!=NP or solve the The Riemann Hypothesis. Just give me something truly exciting and I will believe AGI is around the corner, until then I will see it as cool technology, that while beneficial to me, also helped cause the biggest amount of disinformation we've every seen.

merelydev•3m ago
How will this be enforced, at least with financial markets money is discrete, can largely be counted. This seems like a slippery slope to full blown surveillance of the internet and in general computing.

If AGI is truly imminent and will collectively effect all of us why not apply democracy to it, and vote for new AI models?

nullbio•1m ago
This is bad. Where is the transparency?

So a small group of technocrats get together behind closed doors and secretly share their AI breakthroughs, and determine whether it's too powerful or not for the plebs in the public.

Who is watching the watchers?

squidbeak•18m ago
> Hunger is present pretty much only in conflict zones.

How do you explain the existence of food banks in peaceful first world countries?

StilesCrisis•7m ago
Without trying to sound crass, food banks _are_ the reason we don't see people dying of starvation in first world countries. If people need food, a food bank will give it to them no questions asked.
felixgallo•52s ago
Unfortunately this is not just precarious, it's extremely vulnerable to changing political conditions. Many of the food bank services in my state have lost significant funding owing to the use of words like 'women' or 'black' in their grants, which were duly grepped for and shut down.

https://www.whitehouse.gov/wp-content/uploads/2025/05/Cuts-t...

Civilization can't rely effectively on systems that are this fragile.

OttoVonBizark•4m ago
The fact food banks exist suggest over all food scarcity is solved in that specific culture. - if it wasn't there wouldn't be any spare food for a food bank
xyzzy123•4m ago
Food is allocated using a variety of mechanisms in peaceful first world countries, primarily money but also via government assistance, kinship, friendship, community, etc.

At any given time a lot of people have problems with one or more of those systems for various complicated reasons. Money is easy to run out of because it's used for everything, the government can be slow and difficult, and relationships can fray or community resources can run dry. Food banks exist as a backstop for when the regular means of allocating are not working.

ks2048•55s ago
> peaceful first world countries?

What percentage of world population do you put in that category?