I certainly am not surprised that OpenAI, Google and so on are overstating the capabilities of the products they are developing and currently selling. Obviously it’s important for the public at large to be aware that you can’t trust a company to accurately describe products it’s trying to sell you, regardless of what the product is.

I am more interested in what academics have to say though. I expect them to be more objective and have more altruistic motivations than your typical marketeer. The reason I asked how you would define intelligence was really just because I find it an interesting area of thought which fascinates me and has done long before this new wave of LLMs hit the scene. It’s also one which does not have clear answers, and different people will have different insights and perspectives. There are different concepts which are often blurred together: intelligence, being clever, being well educated, and consciousness. I personally consider all of these to be separate concepts, and while they may have some overlap, they nevertheless are all very different things. I have met many people who have very little formal education but are nonetheless very intelligent. And in terms of AI and LLMs, I believe that an LLM does encapsulate some degree of genuine intelligence - they appear to somehow encode a model of the universe in their billions of parameters and they are able to meaningfully respond to natural language questions on almost any subject - however an LLM is unquestionably not a conscious being.

You’re right that we need a clear definition of intelligence if we are to make any predictions about achieving AGI. The researchers behind this article appear to mean “human-level cognition” which doesn’t seem to be a particularly objective or useful yardstick. To begin with, which human are we talking about? If they’re talking about an idealised maximally intelligent human, then I don’t think we should be surprised that we aren’t about to achieve that. The goal is not to recreate human cognition as if that’s some kind of holy grail. The goal is to make intelligent systems which can give results which are at least as good as what would be produced by a skilled and well-trained human working on the same problem.

Can I ask you how you would define intelligence? And in particular, how would you - if you would at all - differentiate intelligence from being clever, or from being well educated?

Imagine life in the post-apocalyptic hellscape. All electronic devices have been rendered useless due to the EMPs from all the nuclear blasts. You, with your unfathomable ability to tell the time from an old wind-up clock, are viewed as a literal god among men (and women)

Yes it totally does. My teachers got a load of disembodied teeth when I was about 6, and we tied them to string and left them suspended in various drinks. The ones in coca cola had completely disappeared by the end of the experiment.

It’s not the image, it’s a normal image. The server does the hard work when you make the request, and then it just builds the image accordingly.

Tramways and Light Rails are much more silent

From inside, maybe? Berlin, where I live, has lots of trams all over the city. I admit I rarely use them as I much prefer my bicycle, but they are seriously noisy. During the day the noise is somewhat lost in the general cacophony of city life, but in the evenings you can hear them rattling and crashing along from streets away. And if you live on a road with a tramline, you just have to accept this horrible metal-on-metal screeching and rattling at almost all hours.

How would I even know if this is correct?

You’re gonna have to go to a lot of parties

can’t say no to them serving me meat.

Offer to cook one meal a week for the family, and take it as an opportunity to showcase meat-free meals. If they’re dyed-in-the-wool carnivores, you’ll have to start with typical meat dishes using substitutes e.g. lasagne made with soya mince.

Do you vote? Because it’s the same principle - how one person votes might be irrelevant, but millions of people voting is powerful. This is true even though corporations have outsized influence on the political process.

Likewise, a single person deciding to not eat meat one day a week or replace one car journey with cycling is nothing in the global scheme of things, but a billion people all doing it will have more impact on the environment than any corporation ever could.

I cannot wait until architecture-agnostic ML libraries are dominant and I can kiss CUDA goodbye for good

I really hope this happens. After being on Nvidia for over a decade (960 for 5 years and similar midrange cards before that), I finally went AMD at the end of last year. Then of course AI burst onto the scene this year, and I’ve not yet managed to get stable diffusion running to the point it’s made me wonder if I might have made a bad choice.

Same. I had an Nvidia 960 for about 5 years on arch with very few problems. Maybe twice over that time I had to rollback to an older version temporarily due to some incompatibility with wine or such like.

Towards the end of last year I finally decided to upgrade (mostly to play RDR2) and I went with AMD. I love the feel of using a pure open source gfx stack, but there is no real functional advantage to it.

… just don’t tell them it was with yourself

I find your comment interesting because you are implying that some people believe being stupid or clever is a permanent unchangeable state. Presumably one is born as either one or the other?

I would say that some ways of thinking are stupid. In particular when one does not challenge one’s assumptions. It’s possible to build a whole world of stupid on top of bad assumptions. If someone’s entire worldview is built in this way - a whole load of bad assumptions held together with poor logic and wishful thinking - I don’t think they’re even living in the real world any more, they’re living in a fantasy land.

Capitalism requires coercion to function. The ‘incentive’ is goddamn starvation and being exposed to the raw elements with no shelter.

You’re thinking of nature. It’s nature that does that.

And it’s what we humans are fighting against, the natural order of things. Nature doesn’t care about the weak, it doesn’t care about justice. We’re in a battle to design and build systems that we can install on top of nature and which do provide those things. There is still much to be done, but over the course of human history we have accomplished a lot and we are in a better place today than we have ever been.

The term capitalism has become a meme, conveying little meaning, just a word we can invoke to rally others in a brief cathartic moment of finger pointing and doom-saying. If it’s what you want to do then fine, go ahead and when you finish, wash your hands and clear your mind, then come back and help think of positive steps forward we can make as a society.

It’s worth mentioning that the word bilingual has different meanings in US English and in British English.

For native British speakers, someone who is bilingual is someone who speaks two languages at a native level, while the accepted US meaning is someone who can speak two languages, especially with equal or nearly equal fluency.

With the British definition, it’s pretty clear whether someone is bilingual or not. Most people are not, and it’s almost impossible for an adult to become bilingual later in life. Generally it only happens when someone has two parents each with a different mother tongue.

The US meaning is much wider than the British one, and I guess it’s the meaning you’re intending with your question. It basically comes down to the definition of fluent. It’s completely possible to be fluent in a language while still having a foreign accent and still making the occasional grammar mistake. My personal definition of fluency is when you are able to talk to native speakers on pretty much any subject without serious misunderstandings. You don’t need to know every word you may encounter, as you can simply ask the other person what a word means just as native speakers do all the time.

Well there’s a huge variety of different accents in England, even more if you include the whole UK. British people themselves can struggle understanding other Brits from just 100 or 200 miles down the road. I say that as a Brit - I’ve worked in call centres where there would frequently be Liverpudlians, Geordies, Cornish etc calling back in a rage after being hung up on multiple times by colleagues who couldn’t understand them.

I’m gonna guess you’re a Windows user :D