EU strikes deal to regulate ChatGPT, AI tech
bloomberg.com
bloomberg.com
These were not AIs but rule-based systems with if elses. The current legislation is bad, because it tries to regulate the technology, not how it is used. Dutch government people should be responsible for the decisions they or their system produces, AI or no AI.
That's not what the EU regulation does. As an example, High Risk Machine Translation will be regulated no matter how you do it. The standard underlying the EU's AI Act explicit mention that AI system can be anything from rule-based to machine learning and mention some other AI methods. The regulation is on task/usage not on the technology.
Edit: "High Risk" in my example refers to the usage
Then why call it AI?
It's become commonly accepted to mean any algorithmic system. It's probably better to use an accepted umbrella term rather than multiple specific scientific ones in this case.
If/else, case, and while statements are basic building blocks of automation and computational logic. Intelligence is far from anything we've done with computers. It is a parlor trick looking for money right now.
The word "actual" is doing a lot of lifting there. Artificial intelligence has existed for decades. Presumably you mean "artificial general intelligence", whatever that's even supposed to mean (it's subjective, and for many people it's a matter of literal religious faith that humans have something called souls which machines can never possibly emulate, and therefore "actual AI" is literally impossible as far as they're concerned.) Well anyway... if you want to say AGI, just say AGI. AI is more general than that and the term is well established to encompass a great many methods and kinds of systems. Many kinds of AI are very primitive and seem trivial today; they are nonetheless "actual AI".
With a technical audience, it is better to use actual terminology.
However the general public does not have the knowledge to understand these. These are the people using ChatGPT and for them it is AI. We can correct them, but it's likely they won't care.
Social media feed algorithms are bad, and the public is awakening to the damage they cause. But they are not AI. As Yan LeCun pointed out recently, AI is actually the solution to the problems created by "algorithms."
The difference between an AI and a "regular" bunch of if/else statements is, in my opinion, the ease of adding new rules to the system. That's why something like Prolog counts as AI.
Even an if-else tree is a model. Building the model based on data leads to high predictive power.
AI is an okay term for this IMHO.
"Good Old Fashioned Artificial Intelligence" - https://en.wikipedia.org/wiki/GOFAI
"In artificial intelligence, an expert system is a computer system emulating the decision-making ability of a human expert.[1] Expert systems are designed to solve complex problems by reasoning through bodies of knowledge, represented mainly as if–then rules" - https://en.wikipedia.org/wiki/Expert_system
"Symbolic AI used tools such as logic programming, production rules, semantic nets and frames, and it developed applications such as knowledge-based systems (in particular, expert systems), [...]" - https://en.wikipedia.org/wiki/Symbolic_artificial_intelligen...
It's a very broad umbrella term, machine (and deep) learning are only subsets - although the main drivers these days.
An acronym with the word "statistics" would not have been able to sell the false sense of precision or superior deduction or the 'entity able to think' that is implied by putting "AI" in the sentence.
Such marketing is hijacking what the general public has come to know over the past two centuries as AI through sci-fi novels and films, which now they wants to be rename to Artificial General Intelligence, AGI ?
One would expect they edit all the sci-fi novels and movies around the history for to avoid the AI acronym confusion, but in such case the marketing would stop being effective, because the quid is within my first sentence, they sell the false sense of precision or superior deduction, when in fact there are only statistical models. Pure oxymoron, as statistics in itself sounds like an acronym for "lack of precision".
If by “people” you mean specifically the subset of people who have technical knowledge or who read HN, then sure, but in the wider population, anything that seems intelligent that’s fine by a computer is AI, they don’t care if it’s using statistical techniques, a random number generator or a bunch of conditionals. Laypeople don’t know or care what happens under the hood.
I once heard a conversation between an old boss of mine and an investor where my boss was saying that the software did calculations X and Y automatically and the investor responded with “so it’s AI”. My thought was “wait what? No it’s not” but my boss said something like “AI is anything that people perceive as intelligence thats artificial”. Historically, exist systems were seen as AI and they weren’t necessarily statistics based. That’s why we have more technical terms like machine learning.
But I agree, that laws should be far more specific about what they mean and “you can use a computer for this” would be better.m, if that’s what they really mean.
( If I can humbly comment about what happened in the conversation you heard, it seems that your boss eluded an "it is not Machine Learning, it is better" and blended an answer for to avoid confronting or disappointing the investor some way )
Of course that very much muddies and dilutes the terminology, but AI was always an imprecise and badly defined term and, as was pointed out, earlier AI techniques wouldn’t be seen as that nowadays: by todays standard, I wouldn’t consider expert systems or minmax tree search or whatever as AI, but once upon a time, when the term was coined, it certainly was.
I think its meaning may be shifting, but https://en.wikipedia.org/wiki/Machine_learning#Artificial_in... still shows it as a broader term than “machine learning”, including expert systems.
Also note that decision tree learning (https://en.wikipedia.org/wiki/Decision_tree_learning) basically is a search for a good rule-based system.
It's all marketing, I think EU is right to accurately use the "AI" marketing term for what it is.
I think EU calling it "AI" is fine today. I'm more worried about the future. In 5 years when the hype word for this class of tools becomes Tchounka. The world will say that EU is late and they need to pass a Tchounka law. While the reality is that EU passed an automated data processing law and doesn't care about how it's done.
You could read Annex I of the law which details what EU calls AI instead of speculating.
And yes, if some new way comes along the law can, and will be, amended
But ultimately everything in life can be thought of as algorithm so it really doesn't matter. If it's artificial and it can solve problems beyond simple computations, it is AI.
Humans are algorithms as well, just very complex and nuanced ones that we have a lot of trouble reverse engineering.
I would say that a complex hardcoded algorithm that is used for a racing game is a stronger AI than a simple, small neural network for one specific narrow task.
Intelligence = ability to solve problems, AI = something that is artificial and can solve problems beyond being a simple tool.
> In artificial intelligence, an expert system is a computer system emulating the decision-making ability of a human expert.[1] Expert systems are designed to solve complex problems by reasoning through bodies of knowledge, represented mainly as if–then rules rather than through conventional procedural code
https://www.lighthousereports.com/suspicion-machines-methodo...
(a)Machine learning approaches, including supervised, unsupervised and reinforcement learning, using a wide variety of methods including deep learning;
(b)Logic- and knowledge-based approaches, including knowledge representation, inductive (logic) programming, knowledge bases, inference and deductive engines, (symbolic) reasoning and expert systems;
(c)Statistical approaches, Bayesian estimation, search and optimization methods.
So rule-based systems (b) are considered AI for the sake of regulation.
It is not really about the techniques used but about what you are using these programs for. If law enforcement used, say, the average brightness of a picture of someone's face as a basis for suspicion, it could hardly be called AI, but it is nevertheless a highly concerning usage of technology and shouldn't be given a pass just because it is not advanced enough.
For me, it's not important if the legal definition requires this term. It's not like automation and computer programs are being banned.
It's the decision part that justifies this legal definition IMO.
It's like the difference between a human or an automated car running over people. Quite literally even.
What is a "decision"? My computer is making billions of decisions per second.
If nothing else, I could see this crippling FOSS. No one is going to want to be "responsible" to some EU bureaucrat pursuing a personal political agenda, certainly not for work you've done for free.
Of course any computation can be considered a decision in some way. But this is conflating a narrow and IT-specific meaning of that word with legalese and philosophy, or my intended meaning of the word.
This reminds me of the ancient catastrophic Therac-25 software bug, and other such cases.
Maybe this case is a good example for thinking about what part of the responsibility is on the side of the operator, apart from the obvious failure of the implementer.
For more modern examples involving actual ML, look at Meta, TikTok and their recommendations: where is the line to draw, what excuses are allowed, when the outcome is obviously negative, and the algorithm claims to fulfill a goal?
It doesn't matter if it's a rule-based system without "intelligence" or ML.
What matters is the responsibility of the human operator.
And making assumptions about correctness.
Humans make egregious errors as well, but the kind of errors AI causes are a significant concern where current legislation is insufficient.
It's one thing to have a bug in your airplane controller code or whatever.
It's another to knowingly accept malicious errors, either unpredictable or even intentional, but without proper responsibility?
Is this law making the users of software responsible (e.g. law enforcement, government departments) ? It seems to me to make authors of software responsible, absolving the users. Not the other way around.
They keep the law secret, of course, so anyone can claim what they want, but the article talks directly about the accountability of OpenAI. It seems to focus on rules on authors of AI software, presumably to mostly absolve governments and users of that software. "Rules around generative AI", "transparency requirements for any developer of a large language model" ... nothing that would make governments responsible for abusing AI software. Which is strange, because that's the concern the last paragraph of the article focuses on.
I must say ... this "complete ban" voted by the EU parliament last spring, doesn't seem to have stopped governments from using live facial recognition [1].
[1] https://www.euronews.com/next/2023/02/21/new-french-facial-r...
Only the authors of foundational models.
> They keep the law secret, of course
You mean this secret law: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52... that people have actually read https://softwarecrisis.dev/letters/the-truth-about-the-eu-ac... ?
No, thanks. Utterly insane, we are sliding backwards into the "code is a munitions export" territory that I so hoped we'd escaped after the 90s.
> If you take a foundation model, fine-tune it for a specialised purpose, and deploy it as a part of your software, it won’t count as a foundation model, and you’ll probably be fine, as long as the original provider of the foundation model was compliant.
This interpretation would render the whole exercise pointless, there is quite a blurry line between "fine-tuning" and "training".
Of course not. This goes hand in hand with such things as "being accountable". You can't spit out a black box that no one knows what it does and how it was trained? Too bad for you.
Perhaps this will lead to fewer things like this: https://news.ycombinator.com/item?id=38595751
What if I want to? Who on earth has the ethical authority to claim the right to control my ability to release a set of weights? Only what is done with those weights should be legislated, and extremely conservatively.
Maybe a lot of software developers got into this career for the money, or because they like solving problems. But for me, politics inseparable from software engineering. Politics are why I devoted myself to the craft. This is the exact kind of situation in which my knowledge and skill become tools of protest.
Do you also complain about so many other things that "unethically curb your abilities"?
> Only what is done with those weights should be legislated, and extremely conservatively.
Ah yes, let's regulate this black box with no insight into what it does, and only guess at its possible outcome. Whatever can go wrong?
Oh, we know what can go wrong, because we've had multiple issues with algorithms going wrong.
You curiously omitted the last part of the sentence: "...to release a set of weights". Please don't pretend that I was speaking about anything else, and don't overgeneralize my statements; that becomes a straw man argument. Believe it or not, some laws are unethical. I am happy to provide examples.
It's a case-by-case basis which involves evaluating the overall impact on human rights for all parties involved.
The ideal scenario is one where all rights are preserved under good faith, and publishing/owning models is treated no different than any other software project, while the actual use of such software continues to be subject to existing laws. In this case, can strengthen consumer rights without weakening developer rights.
> Ah yes, let's regulate this black box with no insight into what it does, and only guess at its possible outcome. Whatever can go wrong?
I specifically said we should not be legislating weights, so I'm confused about which point you are trying to make. Weights are the black box. Company policy, employee behavior, and business logic are not, and are accessible for scrutiny by the courts if needed. So no, let's not regulate the existence of software, which sets an incredibly dark precedent for digital sovereignty.
Emphasis mine
--- start quote ---
ANNEX IV
TECHNICAL DOCUMENTATION referred to in Article 11(1)
...
2. A detailed description of the elements of the AI system and of the process for its development, including:
...
where relevant, the data requirements in terms of datasheets describing the training methodologies and techniques and the training data sets used, including information about the provenance of those data sets, their scope and main characteristics; how the data was obtained and selected; labelling procedures (e.g. for supervised learning), data cleaning methodologies (e.g. outliers detection);
--- end quote ---
So let's see Article 11(1)
--- start quote ---
The technical documentation of a high-risk AI system shall be drawn up before that system is placed on the market or put into service and shall be kept up-to date.
--- end quote ---
Conclusion: all you're doing is spreading FUD.
> No, thanks. Utterly insane, we are sliding backwards into the "code is a munitions export" territory that I so hoped we'd escaped after the 90s.
I'm not sure if that's what the legislation is about though? I hoped for it to be more about legal responsibility for the results of operating AI services, considering they pose difficult legal challenges, at least I suppose so, regarding responsibility.
I admit that I have not studied the law in detail, and in case it wasn't clear, I am Not A Lawyer.
If the law instead is about regulating the release of model weights, I will understand this and it would of course disappoint me.
Of course it's not about that. It's pure unadulterated FUD. The law is about many things:
https://softwarecrisis.dev/letters/the-truth-about-the-eu-ac...
If your software however makes life-altering decisions for its users - such as targeting people for investigation, deciding on asylum requests, etc. - then you have to be responsible for the decisions your software makes. You can't hide behind "I don't know how the AI works, but it decided that person X is likely a criminal" - nope, you need to be able to explain the reasoning process behind this, because the system is your responsibility.
If anything, this should strengthen FOSS, because one of stipulations is "document your foundational models and training sets"
Give me real examples of IRL harm. And most importantly give me real examples of how exactly state intervention directly solves those problems.
Otherwise this is just a philosophical debate mixed with prepper type fear of what could happen.
Basically banning companies from just saying “ Computer says no”..
We see mountains and mountains of regulations, some of ehich are really harmful (especially in the primary sector) and that I think are not well-intentioned.
There is a full agenda of control-everything that I do not find healthy for the average citizen.
China's social scoring?
Racial profiling in government services? https://www.amnesty.org/en/latest/news/2021/10/xenophobic-ma...
Rejecting qualified applicants? https://www.eeoc.gov/newsroom/eeoc-sues-itutorgroup-age-disc...
Racial bias skipping patients in healthcare? https://www.scientificamerican.com/article/racial-bias-found...
Recruiting ignoring women? https://www.reuters.com/article/us-amazon-com-jobs-automatio...
Wrongly issued debts? https://en.wikipedia.org/wiki/Robodebt_scheme
and so on and so forth
> And most importantly give me real examples of how exactly state intervention directly solves those problems.
Like they solve about a billion others of problems daily, and you have no issues with government interventions.
> Otherwise this is just a philosophical debate mixed with prepper type fear of what could happen.
It's only philosophical if you willingly ignore the world around you
Another commenter in this thread gave more examples, which further underline what I originally meant.
Physical harm means misclassified images/persons/posts/lifes/situations/... with the classification taken as gospel, in self-proclaimed good faith. Content moderation, credit scoring, police, the whole "new" generative space. — a lot of dangerous possibilities have opened.
All of them share the commonly accepted concept of "an a AI making a decision" (in common language).
This is another level of reliance, even if gradually, from computer systems and software in general.
I am not denying that complicated liability questions exist about that too.
Hmmm... if that's the case, I expect to see a lot of software taken off the EU market, whether by simply removing it from the app stores for Euro Zone or other means.
This is gonna be the new GPDR.
We should certainly hope so given how much that forced a long overdue reckoning for the data collection and sales markets.
Small website operators can't do that. Accordingly, many have banned EU IP addresses altogether.
The basic phenomenon is called "regulatory capture" -- the large player counterintuitively does not object to onerous regulations, because their smaller competitors can't afford to comply with them.
Happens all the time, in many different sectors of the economy.
With regard to FOSS, I certainly wouldn't work on anything for free that was likely to get me enmeshed in the legal system of another country.
If this legislation is as described above, someone's probably working on a FOSS license right now that allows the software to be used everywhere except the EU.
Compliance with GDPR is trivial for the absolute vast majority of businesses. Here's how GitHub does it: https://github.blog/2020-12-17-no-cookie-for-you/
--- start quote ---
At GitHub, we want to protect developer privacy, and we find cookie banners quite irritating, so we decided to look for a solution. After a brief search, we found one: just don’t use any non-essential cookies. Pretty simple, really.
So, we have removed all non-essential cookies from GitHub, and visiting our website does not send any information to third-party analytics services. (And of course GitHub still does not use any cookies to display ads, or track you across other sites.)
--- end quote ---
Nonsense.
> Here's how GitHub does it
That's nice. GitHub is a billion dollar Microsoft subsidiary with a gigantic legal team on speed dial.
What does "non-essential" mean here? Personally, I'm not willing to gamble that my interpretation of "non-essential" matches the interpretation of some random EU bureaucrat.
It's absolute truth
> That's nice. GitHub is a billion dollar Microsoft subsidiary with a gigantic legal team on speed dial.
And instead of third-party tracking, selling your data to the highest bidder, and pestering you with miles-long cookie popups with hundreds of "partners", they don't do any of that.
So, how is this impossible for any other business that doesn't have those lawyers?
> What does "non-essential" mean here?
The law has been around for 7 years now. If you still ask this question and assume that you need to spend billions on lawyers to do the easy sensible thing, it only means that you don't care about answers.
It's much easier for small sites: not collecting data is free and if they aren't trying to resell it in ways which they don't want their customers to know about, it's easy enough to have a simple privacy policy. Those obtrusive banners are a political choice trying to make it look like GDPR compliance is onerous, but if you're not in the ad-tech business that's really not so hard since all of your cookies are essential.
If you build a system and cannot live with the fact that a human must make the final estimation and be responsible for it's decisions, you should not be building a system that judges people.
Or just decided that complying with EU security theatre administered by an unaccountable bureaucracy wasn't worth an hour of their time and just banned the Euros outright.
That being said, this is a problem which regulation can be made to help solve. For example, a rule saying that any sold or licensed LLM to businesses needs to be run against a set of cleaning / filtering models (like the recently-released Purple Llama) before being packed up and sold / hosted. Maybe there can be an exception for individuals and exempt orgs (charities and religions may get an exemption, I could imagine).
What is fashionable to call AI these days are ultimately rule-based systems with if elses. It just so happens that it's a bazillion of those, and they are created by gradient descent.
if x > 0:
return x
else:
return 0
?> These were not AIs but rule-based systems with if elses.
I believe I already made my point with the ReLU example, if you don't want to concede it that is also ok.
The upside: From an investing perspective, the more regulations the EU comes up with, the more US software companies are a safe bet.
The downside: Europe missed the internet and now will miss AI. How will that affect quality of life here?
Is nobody in the EU bringing up the question why every single European citizen is dependent on US hardware, US software and US services? How we got here and where this will lead to, when software will not only be our "bicycle of the mind" but literally the car that drives us around, the nurse that cares for our health and the craftsman that builds our home?
Mostly because US companies keep buying their EU competitors. Nokia, Skype, Spotify, ARM, ASML and countless others all originated in Europe. The ones that remain European are the ones that cannot be bought so easily, like Matrix (UK) or Mastodon (DE).
I don't necessarily agree with Singapore's approach, but Lee Kwan Yew made a speech that sums it up nicely...
"The opposition [in Parliament] say we're obsess with profit. I said 'Of course! That's how Singapore survives!' What do you think pays for all this? [talking about public housing, healthcare, public education, etc] You make profit into a dirty word and Singapore dies."
The US doesn't have that much of a lead when it comes to hardware, especially chips, and is as dependent on Europe as Europe is dependent on the US in turn. Both are dependent on Taiwan anyways.
The US has a lead on software, mostly due to an inherent advantage of having a large domestic market with mostly the same rules everywhere, whereas the European market is as big in total, but unfortunately is divided into many smaller markets with fairly large differences and cannot be captured as quickly as the US market. This gives companies which scale nearly effortlessly from a tech perspective (modern software based startups) a huge advantage in terms of the available headroom for quick, initial growth. This advantage is largely irrelevant in industries where physical stuff must be produced and which are therefore hard to scale anyway, but it is almost a guarantee for a dominant role in the realm of SAAS.
So, no - there is no other world where Europe would have bought out US companies, at least not if we talk about Google, Salesforce, Oracle, etc., and if we talk about a similarly-structured US and EU.
This is easily shown by their Wikipedia pages.
edit: I mean other than Nokia and Skype of course
And the Nokia rubber boot factory is still doing well, after splitting from the main company in 1990.
Before the advent of iPhone and Android, Nokia was a really heavyweight player in mobile devices space.
But nobody is guaranteed their place if they make a strategic mistake. Ask GMC, Chrysler, Ford, etc why, when I'm going down a street, I see that more than half of the cars are Japanese.
And even more concerning is the dependence on US aid and weapons for Ukraine. How Europe doesn’t see Ukraine’s invasion as an existential threat is beyond me.
This is not a far fetched possibility. Even if Trump loses or isn’t even on the ticket, an increasing number of younger Americans are opposed to overseas involvements including some on the left side of the spectrum. Ballooning US national debt interest and social security issues could force the US to make steep cuts in places like military and overseas aid.
I would be that pulling from NATO will not make those military money be moved into healthcare, I heard this story with Brexit.
So if military relations cool down, the US pulls out of Europe, and Europe exclusively buys its own arms, it might actually save the US money.
But that seems a little far-fetched. There's a lot of transatlantic banter on the internet but when the chips are down, the West will likely pull together yet again.
I bring this up because any system that replaces the current world order needs to be able to keep these nuclear powers in check.
Now, they’ll regret it instantly as they suddenly notice how everything they take for granted is suddenly not true (imagine if, thanks to abdicating naval superiority, sea transport becomes nearly impossible thanks to rampant piracy). But it’s not guaranteed that things can be undone.
Since when do populists make decisions based on logic and long term outcomes? It wouldn’t be weird for an American leader like Trump to act irrationally, he doesn’t even need support from most Americans to execute his whimsy.
I get that the US is one big war machine but it's not like the EU doesn't have anything to give, they just decided that their own territorial defense was more important even though any supplies would be going towards fighting the only threatening aggressor in the region.
The US has given the most in absolute numbers, but that's mostly a result of the fact that the US is by far the richest nation in absolute numbers.
When you look at aid given to Ukraine as a percent of GDP [1] you won't find the US even in the top 10. Instead the biggest contributors are European nations that directly border Russia.
Thus I don't think it's accurate to characterize the European countries as dragging their heels. That's more of a Germany thing.
--
[1] https://www.ifw-kiel.de/topics/war-against-ukraine/ukraine-s...
During the GFC defense spending was pretty much the first thing to get axed - and it never recovered IMO in most places.
The leadership in some countries also has been frankly fucking delusional about the threat posed by Russia.
Now everyone’s getting that kick in the arse, a wake up call, and learning that expanding production is extremely difficult when you no longer have the factories or workforce capable of producing stuff like 155mm shells.
"Our people and our homeland face no direct threat from the invasion of Crimea. Our own borders are not threatened by Russia’s annexation. But that kind of casual indifference would ignore the lessons that are written in the cemeteries of this continent. " - https://www.youtube.com/watch?v=KbeLAQ3wBIs
I applaud Germany for weaning itself off Russian oil, but it's kinda weird that America seemed to be a lot more alert to this threat than the EU.
Ukraine/Russia war is caused by disagreements between US/NATO and Russia.
EU has nothing to do with it, and if US didn't involve itself with Europe or try to expand NATO, there wouldn't be any war. The chance of it spreading to the rest of Europe, except if EU countries attack Russia (or help Ukraine with too much weapons), is zero.
This is why Poland has been so supportive of Ukraine. They know this (one could say they are learning from previous experiences).
I think Berlin and Paris are fine for the foreseeable future.
Weren't we told that the whole war is about food exports from ukraine which euro countries like germany depend on.
Is the 'food is new oil' narrative not well accepted. Places like usa cannot export to germany because farmland and rivers have been poisoned by gylphosate
Fine starve then? I think most reasonable people would eat food from America over starving.
Reality is stranger than fiction.
I mean, yes, Russia’s nukes are an existential threat, but to the whole planet, not just the EU.
Except for the few people on the top of the hierarchy, they warrant maximum quality of life as is traditional in such power structures.
There is not such thing as an EU "state", period.
I'm taken completely off guard that calling the EU socialist would be in any way contentious. What's all the stuff about consumer protection, free healthcare and equality for all characterised as if not socialism? How can the hostility to corporations (e.g. this opening post) be characterised as capitalist?
I suppose I'm going off behaviour as opposed to what they say about themselves. Maybe that's where the terminology has gone awry.
Well, then you should look up words you're using. Nobody considers the EU to be socialist. The word "socialism" is poorly defined, but as a minimum it does away with private ownership of the means of production. No such thing is happening in the EU - private corporations are well and alive.
Every first world country (and many others too) bar the USA has universal healthcare (it's not "free", we have to pay for it), and even the US has consumer protection (sometimes even more so than the EU) and laws that companies must obey. And of course, no place on earth has "equality for all", certainly not the EU, where wealth inequality is quite high.
Also, the EU didn't "miss the Internet", it got muscled out of the Internet by American tech monopolies.
This sounds like a distinction without a difference. The American tech monopolies only became monopolies because of their first mover advantage. The EU had no Internet companies with first mover advantage... in other words, they missed the Internet.
Going down the list of US tech companies:
Google did not have first-mover advantage. They were actually very late in search. They won search by having a superior algorithm and, more importantly, enough business discipline to not deliberately ruin it. More importantly, with the exception of Gmail, every other successful arm of Google has been a startup that they bought and scaled up. In some cases, notably YouTube, they were even competing with the company they'd later buy because they couldn't build the business themselves.
Apple did technically have first-mover advantage, given that they've been around in personal computing since the late 70s, but they blew it so hard they nearly went bankrupt. The Apple we know about today was destroyed and rebuilt by NeXT and Steve Jobs buying Apple with Apple's money. Even then, a good chunk of their success has been due to their purchase of several chip and core design firms that give the iPhone an edge that competing phone manufacturers can't buy. Even the first iPod was designed by someone else and bought by Apple.
Microsoft... also wasn't a first-mover. OK, they were there at the start of PCs selling BASIC interpreters, but the IBM PC DOS you probably are thinking of as their "first OS" was SCP[0] QDOS, which they bought and customized for late-moving IBM. The same story goes for the Internet - they saw Netscape Navigator, got scared, bought NCSA Mosaic, rebranded it to Internet Explorer, added a bunch of nonstandard extensions, and integrated it deeply into Windows to kill Netscape dead.
Is there a pattern here? Yes - that monopolies form because companies can buy instead of build. Why this happened in the US and not the EU is simple: the US stopped enforcing its antitrust laws and gave tech companies a regulatory pass in the name of the "future". This is not the EU missing the Internet, this is the EU being the victim of cheating.
[0] Seattle Computer Products, which I'm assured is not a front of the SCP Foundation
> the US stopped enforcing its antitrust laws and gave tech companies a regulatory pass
So the EU did enforce its antitrust laws during that time, and thus stopped any EU tech companies emerging as monopolies? Can you provide an example? (In fact the only anti-trust ruling I remember from early Internet era was from the US, against Microsoft.)
Besides, has US ever considered anti-trust law in the context of the international market? Do they even have an obligation to do that? The government has a responsibility to its own citizens. And if what you say is true, that US neglecting to enforce anti-trust law facilitated US tech monopolies, then perhaps US citizens benefitted in the long term. Certainly I'd rather be a citizen of the country that's the dominant economic power than the subjugated one in decline... and it's not like those tech monopolies halted innovation in the US; on the contrary, it's thriving. The US has the highest levels of high-tech investment, the highest salaries, the latest tech...
The US has a lead on software mostly due to an inherent advantage of having a large domestic market with mostly the same language, rules and expectations everywhere, whereas the European market is about as big in total, but unfortunately is divided into many smaller markets with fairly large differences which cannot be captured as quickly as the US market. This gives companies which scale nearly effortlessly from a tech perspective (modern software based startups) a huge advantage in terms of the available headroom for quick, initial growth. This advantage is largely irrelevant in industries where physical stuff must be produced and which are therefore hard to scale anyway, but it is almost a guarantee for a dominant role in the realm of SAAS.
The remaining conclusion of yours is true: if you grow faster, you can buy. If you grow slower, you are being bought.
That said, I'm not convinced that it is more notable than Antitrust law enforcement. Scalability is great but it market dominance is king; if your able to purchase any potential competition or drive them out of business with relative regulatory impunity then you can just buy marketshare and worry about scaling after. (see amazon)
The issue though is we need to federate. We are not Europe yet really but a bunch of small countries. The political setup is not there for big tech companies to thrives.
Chinese hardware.
What the EU doesn't have is large scale social networks, and large scale "infrastructure" companies (the likes of Google and AWS) but it is missing less than what your average US perspective sees. No wonder most US companies sell a lot to Europe (including B2B).
> is dependent on US hardware, US software and US services
True. And the US (and the rest of the world) is dependent on HW produced on TSMC and assembled in China. It truly sucks
1- the EU didn't "miss the internet" because of regulatory policies. At least not regulations on the Internet.
2- even if that was the case, does it mean the EU should always level itself by the worst competitors?
3- and then, assuming it deregulated LLM, how would would it lead to a place where EU would suddenly becomes competitive on that market?
It looks like the EU is preparing to miss AI as well.
I suspect its more the power of consolidation and first mover advantage.
I don’t think the fact that Google, Amazon, and Facebook were built in the US is down to EU regulations.
It’s no more difficult to start a tech company in Europe than it is in the US, and it’s generally no more onerous to grow it, from a regulatory perspective. But ambitious entrepreneurs often head to the US in order to tap into a larger market and more developed ecosystem.
So I’m not sure the analogy is that valid. But yeah, I do think that EU regulation of AI may be an additional factor that skews the playing field.
Why do you think all the capital is allocated in the US? Because we don't smother as many companies to death
> It’s no more difficult to start a tech company in Europe than it is in the US, and it’s generally no more onerous to grow it,
This is an extremely bizarre claim.
I'd say that even more importantly, they were born in very specific places in the US
It's not like Amazon could have started in Atlanta for example.
(Amazon does sound like the one that was the most distant from the academic and valley world, but MS was in Seattle first)
If I needed a $1m for an idea, I can go beg for it in Australia, UK etc. have the Dragons Den types laugh at me for not giving them 99% for $100k, or I go to the US and have a different problem - how to choose which investors to dedicate my time to, and which are wasting my time. But getting the money is not the problem.
Can you elaborate on that? And was this also the case in the 2000s and early 2010s?
DeepMind was also founded here, 5 years before OpenAI was.
It's sometimes a bit hard to tell whether the EU's goal is to regulate tech in a way that still promotes its development and creates a net good for society or to just stop most development of new tech within the EU wholesale.
I've strongly considered moving from the US to the EU (Spain) since there is a lot to love about the culture, but the bureaucracy and arbitrary/capricious nature of regulations make it hard to justify trying to run any kind of innovative business there unless you have enough funding to pay a team of lawyers to protect you.
The level of taxing is also too high for the salary ranges and cost of life.
It is a pitty, because I really think my country has more potential but it is terribly managed from the POV of economics. It could be way better :(
We will still be spanish for our spanish things as much as we can but... I am alert of what could be coming.
I do not know about USA lifestyle enough and I know americans work hard. There is no trick here though. Without enough productivity and generated wealth, it is impossible to maintain a system forever. After living for 12 years almost in Vietnam, which is a country more similar to how most countries are wealth-wise and conditions in those countries are harder.
I reached the conclusion that spanish demand too good conditions compared to productivity for a lot of jobs. This will eventually make us collapse. Same for some parts of Europe. I agree we all want to live better... but careful with balancing it towards our own personal wishes. Because we could eventually regret it :)
After that they pay VAT and social security. If you see the average salaries in Spain you will understand that what they are doing now to the freelance workers (autónomos) is an abuse: a person that does not know how the coming months are going to be gets taxed increasingly more over the years and they did a reform that will raise the costs for this group (depending on earnings) by a lot. It can even quadruplicate the costs per month for people that get around 5,000/6,000 gross.
If you start to count and they can smash you like 60% or more. Things are going to go higher on top of that. It is abusive.
With that amount of taxes the debt should be lower and the services better. Where are we spending the money? Mostly in pensions (9.5 million people in Spain).
In Spain you have young engineers working for less than 1,500 eur/month, some working for around 2,000 (I mean Master's degree both), but you have local police, which is two years studying, which get 1,800 eur/month. Some people have pensions of over 2,000 euros at the same time, because the pensions are a Ponzi scheme. We have as much as 3.5 million public workers. To get an idea, in Germany, with 83 million people (vs. 47 million in Spain), they have around 800,000.
There is a lot to fix... and the unions... do not get me started on the unions and politicians. In the meantime, the private sector is going weaker and weaker and paying higher and higher bills to maintain all this.
> 3.
MistralAI is a european company. It makes an unregulated open source AI and they are proud of both , it s actually part of their mission. It worked and it s becoming increasingly popular and successful. How will mistral grow to the size of openAI etc?
Are you serious? EU regulates cars much. Majority of cars sold in U.S. cannot be imported to EU due to them failing safety regulations.
This is not a bad thing.
Living in the third world, there are "exclusive" cars here from big manufacturers too; but they aren't available in EU because they're 0/5 safety rated tin cans. I keep an eye out if a car is "only" sold in the global south and avoid it like the plague.
EU regulations apply equally to EU and non-EU companies, so they won’t lead to homegrown tech champions. More likely they will cement the dominance of US tech giants because they’re the ones who have the resources to follow these regulations.
>Vkontakte, WeeChat
Since 2008 big US tech companies have been a runaway GDP doubling success. It is laughable to compare them with VK and WeChat.
The reason we Europeans should aim to have our own big tech companies is because we are currently missing out on the greatest wealth generation in history.
You mean losing billions dollars a year, for years, with no plan of becoming profitable? That's what most of "successful startups" are in the US. It's wealth redistribution for a lucky few, and gig economy for everyone else.
There was a time decades ago when EU seemed to have some cohesion, nowadays it s just ambitious individuals who want power for a few years and then go on with their lives to other endeavors. It's almost all process and a lot of marketing-speak these days. Really a lot of marketing-speak , that sounds frighteningly more and more like the ESG and DEI departments of corporates. It s become soulless
It's very weird and also sad and a bit frustrating to see that the market is in favor of one country that seems to get everything. I'm still crying for Nokia.
- America has a large unified market, it's easier to expand than in the EU.
- Immigration, smart and ambitious people move to America so their companies have access to better pool of talent. Better labor mobility compared to the EU also helps.
- Cultural differences related to entrepreneurship and work.
- Europeans who have historically moved to America have specific genetics and learned behavior, which is passed over generations. Maybe they're less risk-averse, more optimistic or have more energy and desire to do something. Basically, if you select a subpopulation which is willing to move to a different country hoping for a better life, this subpopulation will have distinct traits.
- Legislation, taxes?
Europe should first identify this as a problem and then try hard to understand and solve it.
I wonder how attractive it is for Google/Microsoft/etc to start new teams and hire engineers in those countries. Probably not so much because of the risk.
I also wonder how these regulations affect salaries. For the same cost I would much rather hire an equally talented US engineer and avoid regulations holding me down. Therefore EU engineers must be cheaper to hire.
Maybe EU citizens want to trade things like job security for fewer jobs and lower wages, but I feel like people mostly imagine regulation is consequence-free.
A new grad at AWS makes about 45k gross in Poland, 55k in Germany. That’s about 1/3 what a junior makes in the US. 90-110k for L5 in Germany, 80k in Poland, and 250k-300k in US.
It’s a no brainer all things considered.
i would not call the tech for common US life particularly good or something that is desirable to emulate. i thjnk europe is doing pretty well wrt the internet. it’s no coincidence for me that EU sites usually follow gdpr as its written and supposed to be and include a clear “deny all” button typically whereas many us and uk sites i try to read have pages of obtuse buttons and menus to manually deselect dozens (sometimes hundreds) of tracking “features” on their sites. (not 100% every site ofc but it’s my general experience)
i am not worried about being late to the party with ai either as the current offerings from the big players either are neutered to a pretty high amount or the companies are unabashed regarding their intent to serve more fuckjng ads via ai. i’ll gladly pass on that until we see a better alternative as the benefit for me from ai is minimal, and at best so far for my line of work ai just adds noise to already noisy conversations and more things to research and verify/fix than it does help.
i cannot see that the current ai hype is at a good and useful stage where i want to pay for it for daily use. it’s great and interesting tech for sure but it’s not worth it for me yet. that the ai based game where the goal is to trick the ai to give you passwords has been the most useful ai project i’ve used speaks a lot to me, as the “bad” and unexpected results are part of the challenge and fun of the game.
doing it right seems better than the startup grindset of experimenting and failing fast imho.
if you look away from consumer (and generic-use business) space, a lot of software and hardware has local players. to think you can do the whole stack inside europe is a pipe dream, however. even if you go wild west on the regulations.
> The EU AI Act negotiations ended. One contentious issue was the regulation of foundation models, particularly open source ones.
> Kudos to the French, German, and Italian governments for not giving up on open source models.
> Juicy part: "The legislation ultimately included restrictions for foundation models but gave broad exemptions to “open-source models,” which are developed using code that’s freely available for developers to alter for their own products and tools. The move could benefit open-source AI companies in Europe that lobbied against the law, including France’s Mistral and Germany’s Aleph Alpha, as well as Meta, which released the open-source model LLaMA."
While this part is inaccurate, the open-source stipulations of the regulation is something I applaud too, as it would be too easy to have regulatory capture by the big companies such that only they could afford the licenses necessary to create AI and thereby have onerous influence over our lives. More software, especially of the critical variety like AI, should be open source.
The question is whether foundation models will be regulated already as high risk because they could be applied in high risk use cases or if only the use case applications themselves will be regulated.
It tends to be more in the direction of "let's regulate the foundation, as well".
BTW: Something similar is in the works for regulating software, including open source software with the new "EU Directive for Liability of Defective Products". Here is a discussion: [2].
The rationale behind both seem to be something like: We (software vendors in the EU) rely so heavily on open source software and put just a little bit on top, that it would be too much work for us to ensure compliance of the underlying software for our use case. So, please, dear regulators, regulate the underlying software, as well, even if it is open source, so that the compliance burden is not on us, but on the authors of the underlying software.
The compliance industry is happy (new business), the big software vendors are happy (reduced competition from smaller vendors in high-stakes industries), the regulators are happy (fewer vendors to deal with while ensuring the regulation will actually be enforced).
/sigh
[1]: https://digital-strategy.ec.europa.eu/en/policies/regulatory...
[2]: https://www.taylorwessing.com/en/interface/2023/open-source-...
https://artificialintelligenceact.eu/wp-content/uploads/2022...
I was reading through this a couple of evenings ago to try and get up to speed.
I find the spirit of the law to be something I broadly approve of -- for example: "There are a number of applications where the use of AI is banned, like scraping facial images from CCTV footage, categorization based on “sensitive characteristics” like race, sexual orientation, religion, or political beliefs, emotion recognition at work or school, or the creation of “social scoring” systems." These things seem broadly good to keep at bay.
However, laws are more than just what they intend - it's what they actually do, how they're enforced, their secondary effects, etc. People don't like being tracked without consent, but people haaate all the "This site uses cookies" popups.
From that perspective, I am not so sure about all of this. The language feels like its grasping at straws a bit prematurely in an attempt to head-off a problem which isn't fully manifest yet. Yes, it's good to get ahead of this sort of thing, but, IDK, I just wasn't fully convinced the legalese knew what it was on about. It even admits as such, stating that it encourages using broad terminology to future-proof itself and encompass the rapid pace of innovation.
Plus, yeah, as others have mentioned -- I feel EU is starting to litigate its way out of technical relevancy. It's one thing if the forefront of innovation were occurring there, and they were then dictating how that innovation should evolve, but that doesn't seem to be what's occurring. Technological progress is a cornerstone of strong GDPs and I'm starting to fear for the EU a bit in this regard.
I thought that was the intent… surfacing ubiquitous tracking to direct consumer frustration at the practice itself.
We click the popups and get annoyed at the EU, not at the website.
I guess they can also enforce a good UX by controlling what is listed/installable on the play store, so apps can’t maliciously comply.
Pre-2018 nobody cared about sharing data with third parties. Today nobody wants to be this company. https://www.nrk.no/kultur/nettapotek-delte-med-facebook-at-d...
Ymmv, but nada is categorically wrong.
In the EU and Japan for example, prices include tax, allowing for a more honest depiction of total cost to the consumer.
It has already manifested. All the dangerous uses of AI etc. are already there and used all the time all across the globe from China to the US.
> It's one thing if the forefront of innovation were occurring there, and they were then dictating how that innovation should evolve
Doesn't the AI act specifically says: document your foundational models, and gives preference to opensource? It's a much better approach than the black box of OpenAI.
----
> People don't like being tracked without consent, but people haaate all the "This site uses cookies" popups.
And the law that mentions neither browsers nor cookies is responsible for this how exactly?
That will be the main issue with EU AI Act, too: the industry will gaslight it, spread enormous amounts of FUD, will engage in years-long malicious compliance.
If this is as bad as it gets then it wasn't so bad.
Mass surveillance? Social scoring based on 24/7 monitoring of your activities? Stories like this: https://www.politico.eu/article/dutch-scandal-serves-as-a-wa...?
You think this isn't bad? Considering we've just started all this?
Remember I said "wasn't so bad". Compared to the speculations such as all jobs being eliminated and flawless AI impersonations leading to a total breakdown of communication, yes. It's bad, but it could be a lot worse. And governments can cause fantastic amounts of greater harm just by declaring war. No algorithms required.
> Considering we've just started all this?
Remember I said "if this is as bad as it gets"
Yes, and it's getting worse
> Remember I said "if this is as bad as it gets"
1. How isn't this already bad enough for you?
2. How are you blind to the fact that it is getting worse? With companies like Deloitte already pushing for things like predictive policing [1] among many, many examples of systems already in place, and already causing harm.
Yes, governments can go to war, but that's reductio ad absurdum. Whatever bad things happen you can always find worse things. Doesn't mean this somehow justifies or nullifies the existing situation.
https://www2.deloitte.com/fi/fi/pages/public-sector/articles...
Do you feel this applies here?
Do you actually believe cancer treatments are what the EU is going to lose on with these regulations?
Why?
1. If the AI is more effective at finding successful cancer treatment for Little Endians versus Big Endians, then there is a non-zero chance that the AI will be deemed discriminatory. This could play out in a number of ways, but restricted access is certainly one of them. I live in California, and I also think that there is a non-zero chance of this happening here. It all depends on how the treatment and data are presented.
2. If the manufacturer of said treatment is anti-union, will the treatment options be distributable in certain parts of Europe?
As is yours.
Who said anything about where I think this AI would be developed?
US is possible. So is China. So is Europe. Not necessarily in that order. Japan might have an outside chance if certain things line up a certain way.
If Europe and the US make AI research overly cumbersome, I’m sure there are plenty of countries that will offer sweetheart deals to the best teams looking for a new home.
"Drugmakers Boehringer-Ingelheim and Eli Lilly have called off plans to market their Type 2 diabetes drug linagliptin in Germany because new legislation in the country could mean that pill's price could end up being too low."
https://www.reuters.com/article/boehringer-lilly-idINL5E7K23...
Laws like these are unconstitutional and I intend to actively disregard them while still serving customers in those states.
https://www.washingtonpost.com/technology/2023/09/18/califor...
Know your rights.
It's not as clear that it's better to give up on artificial intelligence than to give up on Europe. When your axioms are unsound, you can derive nonsense from them. So yep, it seems Europe isn't going to be the future of machine intelligence, to the astonishment of noone.
So the EU exists strictly in an effort to bully the rest of the world into their continental ideas? I thought the purpose was to provide representation and protection to their own citizens.
> So yep, it seems Europe isn't going to be the future of machine intelligence, to the astonishment of noone.
They mistook State Authority as an end unto itself. Everything else is going to be secondary to that.
The reality is that the EU is a much much smaller market than North America, and expensive to operate in even without onerous AI regulation.
It’s likely easier to support the EU for larger companies, but there is little doubt in my mind that this sort of regulation in the near term will ensure that Europe will always get services much later than NA, and maybe some companies will choose not to bring some products to the EU at all.
How can one need to sign onto a voluntary code of conduct?
from https://www.europarl.europa.eu/news/en/headlines/society/202...
Aren't the valuations of Google,Facebook et al mostly based on their future capabilities to do exactly this when they feed everyone's data into their AI?
https://you-are-eu.europa.eu/index_en
The images and slogans in the 4 pictures are what I have also seen on billboards.
Meh, it's just propaganda and not all propaganda is minted by totalitarian regimes. The US/west also minted their own during the cold war.
And before and after, its not like the Cold War was in any way unique in seeing the US make propaganda.
If advertising did not change behavior, it wouldn’t be a thing.
Outdoor billboards: text and images you see when you go outside and look around
I don't see what is dilutive about this comparison, seems about equal to me (except outdoor advertising is worse because you can't avoid it by not visiting certain websites). My broader point, I guess, is that the intended interpretation of the word "manipulation" seems to be restricted to "manipulation we disagree with".
I agree the wording is too vague, though.
I’d vote for someone pushing that.
As a bonus with all those American ad-driven malware driven out of the market there would definitely be room for European companies to compete on delivering actual value
But might change any moment.
How can legislation pass without the public knowing what is in it before it passes?
I think the reasoning is that at one time Social Media was just a few sites where people could share photos and fun articles they'd read - and it turned into a privacy/hate speech/monopoly minefield that no one is sure is completely good for society and now is impossible to control.
Because most countries have laws about discrimination, promoting hate, inciting hatred, meddling with elections etc.
There's nothing here that wasn't included as part of the Bletchley declaration about AI safety and signed by just about all the well known AI players including democratically elected governments last month.
This sort of rhetoric is empty and meaningless, useful only for antagonism.
E: A lot of the libertarian rhetoric here falls apart when you examine other monopolistic situations like water or electricity. You need massive datacenters to run these applications. That gives the corporations who can operate that capital advantages that lead to them owning spheres of computing like AI. The only way to address that monopoly power is government action, unless you like the negative market externalities created by those monopolies (maybe you own equity in a technology company). Frankly, even if the EU gets it wrong the first time, I am much happier with their approach of trying something than I am with the United States approach of "we need to innovate at all costs! What if china catches up?!". I've had enough hysterics from free market people who think gigantic tech interests can do no wrong, or who are under the naive impression that the open source community can create these models without the backing of big capital.
People say this with a straight face having China as an example, and news like this https://www.404media.co/fusus-ai-cameras-took-over-town-amer... and Deloitte alraedy campaigning for predictive policing: https://www2.deloitte.com/fi/fi/pages/public-sector/articles...
such a weird move
Edit: I know the text is not final as it needs more work, but I was hoping for a leaked draft text of amendments that clinched 'the agreement'.
I don't think it'll be voted on this month
This is literally based on one short tweet
Edit: this seems to be a (slightly) more substantial press release https://www.europarl.europa.eu/news/en/press-room/20231206IP...
Does this outlaw Tinder?
> AI used to exploit the vulnerabilities of people (due to their age, disability, social or economic situation).
So basically all social media in their current forms?
I wrote an article / review of the drafts that were available a few months ago. You have the links to the sources.
https://outofthecomfortzone.frantzmiccoli.com/thoughts/2023/...
through which political lense do i have to look in order to put it like this? there is decades of european (continuing the bloc thinking) research and braindrain (and wasted opportunity) going into this.
"...coded by a human."
But this should not be very hard to agree on, which pretty much showcases the fuckery going.
A fucking no brainer to turn down. Which it seems they not really did but perhaps did a little bit.
"The negotiators agreed to allow some live scanning of faces, but with safeguards and exemptions, Breton said. The deal would prohibit biometric scanning that categorizes people by sensitive characteristics, such as political or religious beliefs, sexual orientation or race. Officials said this was one of the most difficult and sensitive issues in the talks."
It's why places like San Francisco are the tech center of the world.
The reason being, that all of the tech employees will often get all this great knowledge and then leave and start their own company, or at a minimum transfer that knowledge to other companies.
The fact that California doesn't allow most non competes is an amazing example of how sharing knowledge has created amazing progress.
Because they can make money doing that. There has to be balance, having no copyright protection at all obvious would be disastrous.
> this great knowledge and then leave and start their own company
That's great, it's not illegal.
> doesn't allow most non competes
Cool. Also tangential and has no relation to copyright.
Indeed it is great that people can take knowledge and share it with others!
More stuff like that should be legal. Using other's knowledge should be expanded and should become even more legal by getting rid of laws that prevent information from being shared.
That's my whole point. It is an example where the sharing of knowledge and ideas is actually the large driver of innovation.
Stealing and sharing ideas promotes lots of innovation. Because workers take their knowledge and share it with new companies that they join.
> Also tangential and has no relation to copyright.
No it's not tangential.
It's completely related to the idea that sharing knowledge promotes innovation.
> Because they can make money doing that.
Indeed. People can indeed make money by sharing and stealing knowledge. That's my whole point!
It promotes innovation and allows people to even make money. Glad you agree.
Only because copyright laws and similar protections exist.
But I'm sorry, I can't really say that I agree with you because you're being so vague that I don't really understand what you are actually saying.
Also, utterly delusional. That is unless you don't see any problem living in a world with no movies, no tv shows, barely any books, a lot less music, video games etc. etc.
> Free culture and free software,
Opensource software has only been really successful in areas where it's a cost centre and not the end product. Which is why corporations are willing to fun its development. I'll let you figure out the implications of that yourself.
It's probably one of the best things humanity ever came up with (good luck making money being a writer in the the pre copyright days...).
Yes it existed, at a massively smaller scale.
> Like you need a monetary incentive to get a human to do anything.
So we agree? Or was that a question? Because the answer is yes. Without copyright it was almost impossible (and still largely is) for any creator to make a living without being independently wealthy/being funded by a third party.
If you're fine living in a world with almost no books (especially no fiction) and approximately zero non ultra low cost TV/movies (unless you count ads which would effectively become the only way of funding anything substantial..) etc. than sure maybe copyright is not really necessary.
1) AI Act includes bans on biometric systems that identify people based on "sensitive characteristics", such as sexual orientation or race (except for "law enforcement"). (LOL, so an AI isn't "allowed" to tell if a person is black, white or Asian?)
2) It also includes new transparency requirements for all general-purpose AI models and stronger rules for "very powerful" models. ("Yes, because with such 'great power' comes great responsibility).
Yes. I don't see what you find so funny about this.
Sex, race, height, build, hair, last known clothing
And if it is legal to collect and use that information then it seems nonsensical to ban the use of algorithms specifically...
Even if it is legal to collect that information, it does not imply that it's legal (or desirable to begin with) to feed that information to a blackbox algorithm.
The GDPR use "process it", which is generic enough to cover AI.
Nope, it's not. Because, again, sending user data to a magic black box may be illegal. While processing it in other ways could be legal.
My point is that if collection and processing is regulated then that covers AI. And thus there is no "sending user data to a magic black box may be illegal" but my whole comment was that this wasn't needed. AI is just a tool, it's just automated processing.
Btw, 'nope' passes off as rather dismissive and rude.
No. I'm showing that your conclusions don't logically follow from the premise.
> My point is that if collection and processing is regulated then that covers AI.
No. No it doesn't.
> but my whole comment was that this wasn't needed. AI is just a tool, it's just automated processing.
And that, too, isn't entirely true, precisely because AI is a tool, and a different one. We always adapt or pass new laws and regulations for new, significantly different, tools.
For example, just because you can process data doesn't necessarily mean that you can process it in any way by any tools available to you. "GDPR allows you process data" does not immediately imply "this data can be processed by AIs". There is a reason why I was "adding additional constraints". Because these constraints are why additional laws and/or regulations around AI are needed.
For example, one of the stipulations of the AI Act is [1]: "AI systems shall be developed and used in a way that allows appropriate traceability and explainability, while making humans aware that they communicate or interact with an AI system as well as duly informing users of the capabilities and limitations of that AI system and affected persons about their rights". The reason being stories like this: https://www.politico.eu/article/dutch-scandal-serves-as-a-wa...
That stipulation alone isn't covered by any existing laws. There are bits and pieces here and there about various processes in various contexts, but this act brings them all together in one coherent form applicable to AI systems (which are appropriately broadly defined in the act [2]).
Or, there's an entire Article 5 explicitly prohibiting the use of AI in sensitive and outright harmful areas. Including things like banning them for large-scale suveillance except in very narrow scopes. Note that, again, there's undoubtedly pieces of this scattered around various regulations, but this one makes them clear and make them specifically applicable to AIs.
That's why I keep repeating: no, the fact that someone allows to collect and process data does not immediately imply that this collection and processing can be done with AIs. Where applicable, this law references existing ones.
[1] Quoting from this excellent article https://softwarecrisis.dev/letters/the-truth-about-the-eu-ac...
[2] Annex I: https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52...
And a HN entrepreneur will say that they do not collect the race, a neuron somewhere in the AI will turn on for a specific race but it is not their fault, the input data had no race the AI deduced it.
The laws regulate high risk stuff, it will prevent that HN entrepreneur to sell medical AIs , crime predicting AIs, car driving AIs etc just because they put a disclaimer that the AI might be wrong.
That's why drafting of laws is so tricky and important. You need to find the right way to make a general principle apply without having to spell every single possible case, which is impossible.
But on those things I am convinced that there is no need to single out AI if the law is drafted so as to spell put general principles.
On the other hand, AI can bring major benefits and, while we should be careful, we should allow "tech entrepreneurs" to bring those benefits to society.
When I read about this last time , the limits were n place only for risky domains. So AI for coding will not be affected.
Also the laws are not specific that the AI means neural networks, in my opinion from my experience tech is fulled with "fake it" people, with AI it is much easier for many more people to "fake it", so we can end up with this people selling crap to people and not taking responsibility for their actions.
I seen someone was working on a therapist AI, if he sells it as a service do you think that a simple ToS that says"the AI might be wrong, I take no responsibility" is enough? It is similar like Tesla AI, they also do not want to claim any responability and push the fault to the customer.
You’re right that the borders are not well defined though - it is a probably distribution - just like the weights in a neural network are also a probability distribution
You maybe could sort of define a group of people coming from the same locality and having the same history , and they would have maybe some degree of biological similarity as well, but there would be a high number of those groups and even then it would be quite useless and with number of exceptions.
You implied that in order for you to be proved wrong, the test must have 100% accuracy. I was saying that 100% accuracy is an impossible standard.
No tests in the world are 100% accurate, let alone in biology, the fact that you asked for this shows you are numerically illiterate
Here is DNA clustering that shows race: https://4.bp.blogspot.com/-t9Va5ai9-A4/Xd0cmvRBL4I/AAAAAAAAu...
Here is a link to the Kahn Academy course on statistics: https://www.khanacademy.org/math/statistics-probability If you take this course, you will understand probability better, and then you wont commit the logical fallacy of "false dichotemy" where you try to reduce complexity to binary classes which is a view that is too simplistic to accuratly represent the distributions we are talking about
The reason I mentioned cats and dogs is you can tell them apart by their DNA with 100% accuracy.
That image does not contain 'race', and it comes from a paper that does not even mention the word 'race'. You have provided no arguments that race exists. The paper writes:
> This observation ... will make it a challenge to trace the ancestry of African Americans to specific ethnic groups in Africa, unless considerably more markers are used.
The more markers you use, the more different groups you get. You can of course choose to 'cluster' them, but then some precision will be lost, and what exactly will be gained?
Yes, you can see what someone's DNA is, if you look at their DNA.
Person A won't be identified because of being Chinese, he will be identified because of being a second generation immigrant that has a Chinese diet, interest in STEM and has a Chinese name.
The reason there are racial stereotypes is because there are trends among different races and skin color is a very evident trait for humans to identify. AI will draw the trends from everything else instead, which will draw the same picture, but skipping one specific parameter because it feels icky for humans.
Assume an increased chance of someone being interested into the arts and liberal because of dyed hair? Sure! Assume an increased chance of knowing Spanish because of being Hispanic? Ew no that's prejudiced.
It's so very stupid.
That is funny.
Your example? Not funny at all.
Does it mean “The AI should not have any bias towards any race”
Or does it mean “The AI should not be able to distinguish whatsoever between two races”
To me, the phrasing above “AI should not be able to tell” sounds like the latter, which is drastically wrong and I suspect difficult to prove.
I think most people would agree it should not have bias, but it’s important that in the wording of the law we don’t eliminate functional stuff that’s important - ie being able to determine race - for example there are certain medical conditions that affect different races at different rates, so the ability to distinguish is an important factor in analysis.
A bio-metrics detector, detects biometrics! And the law basically bans bio metrics detectors from detecting biometrics.
It would be like if there was a law that said that restaurants can't sell food.
Or if hammer regulations prevented hammers from being used on nails.
Or that water could be used for anything but making things wet or drinking.
It is almost definitionally contradictory.
That is indeed funny.
1) The overall point is to not let AI use racial bias as a factor in its decision-making.
2) Actually, there are a lot of people whose "race" is vague. My buddy has been asked if he's <random, different ethnicity/nationality> at least 5 times that I've noticed.
3) "Race" is a social construct anyways. In the US, in modern times, we delineate "races" in a specific manner, but these delineations have varied across history and cultures. See the one-drop rule (https://en.wikipedia.org/wiki/One-drop_rule).
Both rules, on first sight, make __a lot__ of sense.
A transparent but poor decision is not really much better than an opaque poor decision.
There's no magic objective moralism box that you can put a decision into and have it weigh its consequences and a little green or red light turns on.
Good for whom? Under what assumptions was it made? In what context does it hold?
All of that is transparency.
Creating mountains of documentations on the model for a regulator will not do that.
Similarly, using the input/training data quality as vehicle to avoid, e.g., discrimination is weaker than directly targeting an outcome.
That could be a reasonable decision for people to make. If observability comes with accountability then it might eventually end up as the same thing.
But it is better, or rather more desirable, as it is easier to fix and testable against rules which might be very important in certain contexts.
Forbidding AI to identify race is forbidding AI tools to help serve those people better or even detect that they are being served poorly.
It assumes even that targeted advertising by race or gender orientation is only exploitative and not seeking to help fill key needs.
AI is only made by racists and religious jobs as a basic assumption seems like a very stupid assumption.