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Re:Fintech founder charged with fraud; AI app found to be hu... by jcalx on Thursday April 10, 2025 @09:27PM (#43649551)
Reminds me of this article from two years ago [0] and my HN comment on it. Yet another AI startup on the general trajectory of:

1) Someone runs into an interesting problem that can potentially be solved with ML/AI. They try to solve it for themselves.

2) "Hey! The model is kind of working. It's useful enough that I bet other people would pay for it."

3) They launch a paid API, SaaS startup, etc. and get a few paying customers.

4) Turns out their ML/AI method doesn't generalize so well. Reputation is everything at this level, so they hire some human workers to catch and fix the edge cases that end up badly. They tell themselves that they can also use it to train and improve the model.

5) Uh-oh, the model is underperforming, and the human worker pipeline is now some significant part of the full workflow.

6) Then someone writes an article about them using cheap human labor.

[0] https://news.ycombinator.com/item?id=37405450

Re:Fintech founder charged with fraud; AI app found to be hu... by jjmarr on Friday April 11, 2025 @12:18AM (#43650473)
> Reputation is everything at this level, so they hire some human workers to catch and fix the edge cases that end up badly.

The most important part of your reputation is admitting fault. Sometimes your product isn't perfect. Lying to your investors about automation rates is far worse for your reputation than just taking the L.

Re:Fintech founder charged with fraud; AI app found to be hu... by siva7 on Friday April 11, 2025 @02:20AM (#43650995)
Literally every founder story disproves your theory
Re:Fintech founder charged with fraud; AI app found to be hu... by johnnyanmac on Friday April 11, 2025 @06:51AM (#43652472)
Okay slight correction: |lying to shareholders is okay until they start losing money. Then it's worse than admitting fault.
Re:Fintech founder charged with fraud; AI app found to be hu... by Jensson on Friday April 11, 2025 @08:40AM (#43653119)
Yeah, Theranos would have been hailed as a genius founder move if they managed to make the things work. But since it didn't make money she got put in prison.
Re:Fintech founder charged with fraud; AI app found to be hu... by Suppafly on Friday April 11, 2025 @01:26PM (#43656261)
>Yeah, Theranos would have been hailed as a genius founder move if they managed to make the things work. But since it didn't make money she got put in prison.

The key is to at least be believable. Anyone with any sense realized that Theranos' claims were literally impossible.

Re:Fintech founder charged with fraud; AI app found to be hu... by 52-6F-62 on Friday April 11, 2025 @08:27AM (#43653024)
And so then the moral impetus changes to “it is right to lie to your investors and clients and utilize underpaid manual labour where you claim you have intelligent machinery to get rich?”

It’s tens of millions of dollars lol.

The emperor just took off his socks and is starting to do a little uncoordinated “sexy” dance

Re:Fintech founder charged with fraud; AI app found to be hu... by jjmarr on Friday April 11, 2025 @04:35PM (#43658239)
What are some actual examples of founders lying to their investors and getting away with it? I consistently see tech companies openly admit to losing insane amounts of money. OpenAI lost $5 billion last year on $3.7 billion in revenue and they're a $300 billion company????
Re:Fintech founder charged with fraud; AI app found to be hu... by siva7 on Saturday April 12, 2025 @05:32AM (#43662842)
I'm sorry, you were totally right. Sam Altman for example wasn't candid in his communications with board and investors. For that he was fired as CEO of openai and lives now a miserable live in poverty.
Re:Fintech founder charged with fraud; AI app found to be hu... by chii on Friday April 11, 2025 @12:33AM (#43650535)
The expectation is that the startup lies until they make it. It isn't too dissimilar to theranos.
Re:Fintech founder charged with fraud; AI app found to be hu... by Ancalagon on Friday April 11, 2025 @12:36AM (#43650551)
Or Uber. Or Tesla. Or Amazon Go.
Re:Fintech founder charged with fraud; AI app found to be hu... by nyclounge on Friday April 11, 2025 @08:26AM (#43653021)
They are just heavily subsidized!!!

We ought to just view and treat them as defense contractors and 3 letter agencies!

Re:Fintech founder charged with fraud; AI app found to be hu... by 52-6F-62 on Friday April 11, 2025 @08:29AM (#43653039)
What is making it, in these cases?

Monopoly? IPO? Exit and leave the bags with someone else?

This is bloody absurd

Re:Fintech founder charged with fraud; AI app found to be hu... by Digory on Thursday April 10, 2025 @09:46PM (#43649689)
I'd think ambiguous statements about the scope of your AI would make it hard to prove fraud, if you were being careful at all. "Involving AI" could mean 1% AI.

So it's doubly surprising to me the government chose (criminal) wire fraud, not (civil) securities fraud, which would have a lower burden of proof.

Government lawyers almost never try to make their job harder than it has to be.

Re:Fintech founder charged with fraud; AI app found to be hu... by tbrownaw on Thursday April 10, 2025 @11:16PM (#43650174)
If you click through to the doj press release, they're saying the statements were pretty explicit.
Re:Fintech founder charged with fraud; AI app found to be hu... by pseudo0 on Thursday April 10, 2025 @11:54PM (#43650364)
Yeah, specifying an automation rate of 93-97% to investors when it's "effectively 0%" per your own executives... That's pretty egregious.
Re:Fintech founder charged with fraud; AI app found to be hu... by torginus on Friday April 11, 2025 @02:02AM (#43650912)
How do you define that? If I write a 'Hello World' program in C++, you could argue that the hard part of compiling, linking, and generating assembly code was done by a computer, so programming is 90% automated, even though most people would understand the automation level to be 0%.

You might argue this is a flawed example, but we've automated huge workflows at work that turned major time-consuming PITAs into something it wouldn't occur to most people that a human has anything to do with it.

Re:Fintech founder charged with fraud; AI app found to be hu... by mandevil on Friday April 11, 2025 @02:52AM (#43651170)
Law does not work like engineering does. Lawyers, judges and juries understand the intent of the law, and are not bound like we software engineers are to the exact commands in front of them.

You could try to convince a jury of this argument, sure. Do you think it will work? And if you do go with that argument then are you actually convincing the jury of your guilty conscience- often an important part of a white collar crime where state of mind of the defendant is very important?

Re:Fintech founder charged with fraud; AI app found to be hu... by eigen on Friday April 11, 2025 @10:56AM (#43654512)
> Lawyers, judges and juries understand the intent of the law, and are not bound like we software engineers are to the exact commands in front of them.

a good example is O'Connor v. Oakhurst Dairy, No. 16-1901, also known as the Maine Dairy oxford comma case. the District Court followed the intent but the Appeals court followed the law as written.

https://www.smithsonianmag.com/smart-news/missing-oxford-com...

from the Appeals Court ruling

> The District Court concluded that, despite the absent comma, the Maine legislature unambiguously intended for the last term in the exemption's list of activities to identify an exempt activity in its own right. The District Court thus granted summary judgment to the dairy company, as there is no dispute that the drivers do perform that activity. But, we conclude that the exemption's scope is actually not so clear in this regard.

https://cases.justia.com/federal/appellate-courts/ca1/16-190...

Re:Fintech founder charged with fraud; AI app found to be hu... by hugh-avherald on Friday April 11, 2025 @02:11AM (#43650954)
If "most people would understand the automation level to be 0%" then you can't represent that the automation level is something else, unless you're explicit about deviating from the commonly understood meaning of 'automation'.
Re:Fintech founder charged with fraud; AI app found to be hu... by torginus on Friday April 11, 2025 @04:03AM (#43651480)
The problem with intuition is that you have to be familiar with the domain to have it. You and I have zero intuition on what needs to be or can be done by humans and what can be handed off to machines in this financial domain.
Re:Fintech founder charged with fraud; AI app found to be hu... by lmm on Friday April 11, 2025 @04:53AM (#43651780)
Which is why you can often get away with this sort of bluster. But not when your own emails show that you yourselves considered that to be not the true number. You can report wonky metrics that don't measure anything real to your investors, but you can't report falsified ones.
Re:Fintech founder charged with fraud; AI app found to be hu... by nkrisc on Friday April 11, 2025 @09:46AM (#43653735)
That's what judges and juries are for. Law is not computer code.
Re:Fintech founder charged with fraud; AI app found to be hu... by A4ET8a8uTh0_v2 on Thursday April 10, 2025 @10:03PM (#43649775)
To be perfectly honest, I am more amazed that it was a valid business model and people were willing not just invest in it, but offer their rather personal information to an unaffiliated third party.
Re:Fintech founder charged with fraud; AI app found to be hu... by Lerc on Thursday April 10, 2025 @11:31PM (#43650262)
Going back earlier, a similar thing in 2017 was done.

https://thespinoff.co.nz/the-best-of/06-03-2018/the-mystery-...

Interestingly this was a task that could probably be done well enough by AI now.

Not that these guys knew how close to reality they turned out to be. I assume they just had no idea of the problem they were attempting and assumed that it was at the geotaging a photo end of the scale when it was at the 'is it a bird' end.

Maybe I'm being overly optimistic in assuming people who do this are honestly attempting to solve the problem and fudging it to buy time. In general they seem more deluded about their abilities than planning a con from start to finish.

Re:Fintech founder charged with fraud; AI app found to be hu... by mvdtnz on Thursday April 10, 2025 @10:05PM (#43649791)
I think you're being excessively generous. According to the linked article,

> But despite Nate acquiring some AI technology and hiring data scientists, its app’s actual automation rate was effectively 0%, the DOJ claims.

Sometimes people are just dishonest. And when those people use their dishonestly to fleece real people, they belong in prison.

Re:Fintech founder charged with fraud; AI app found to be hu... by petesergeant on Thursday April 10, 2025 @11:33PM (#43650270)
Honestly I think the only real problem here is if you then raise further money claiming you've solved the problem when you haven't, which is also where this particular startup comes unstuck
Re:Fintech founder charged with fraud; AI app found to be hu... by palmotea on Friday April 11, 2025 @12:30AM (#43650517)
> 5) Uh-oh, the model is underperforming, and the human worker pipeline is now some significant part of the full workflow.

AI stands for "Actually, Indians."

Re:Fintech founder charged with fraud; AI app found to be hu... by shantara on Friday April 11, 2025 @03:49AM (#43651420)
I’ve been reading the article about the failure of new Siri and this quote stuck with me:

>Apple's AI/ML group has been dubbed "AIMLess" internally

The article: https://www.macrumors.com/2025/04/10/chaos-behind-siri-revea...

Re:Fintech founder charged with fraud; AI app found to be hu... by phyalow on Friday April 11, 2025 @03:01AM (#43651213)
Re:Fintech founder charged with fraud; AI app found to be hu... by wraaath on Friday April 11, 2025 @03:23AM (#43651323)
holy crap the backstory on amazon fresh. no wonder. meanwhile I thought they'd solved that through tagging or something. I guess I should've known - I had read the articles on how scale ai had a ton of folks in the philippines...
Re:Fintech founder charged with fraud; AI app found to be hu... by morksinaanab on Friday April 11, 2025 @12:57AM (#43650622)
I always thought it stood for Almost Implemented
Re:Fintech founder charged with fraud; AI app found to be hu... by kleene_op on Friday April 11, 2025 @09:26AM (#43653519)
Or more the more charitable Always Improving
Re:Fintech founder charged with fraud; AI app found to be hu... by pja on Friday April 11, 2025 @10:23AM (#43654140)
AGI == A Guy Instead.
Re:Fintech founder charged with fraud; AI app found to be hu... by belter on Friday April 11, 2025 @10:27AM (#43654176)
AGI == A Grand Illusion
Re:Fintech founder charged with fraud; AI app found to be hu... by jansan on Friday April 11, 2025 @02:34AM (#43651070)
Or it should be changed to MT -> Mechanical Turk

"Our bleeding edge AI/MT app..." does not sound bad at all.

Re:Fintech founder charged with fraud; AI app found to be hu... by rk06 on Friday April 11, 2025 @01:59PM (#43656577)
It might fool general public, but the moment "Mechanical Turk" is uttered, some of us would ask "is this done by human?"
Re:Fintech founder charged with fraud; AI app found to be hu... by varelaseb on Friday April 11, 2025 @05:55PM (#43659068)
Plus no way that's getting VC money
Re:Fintech founder charged with fraud; AI app found to be hu... by b3lvedere on Friday April 11, 2025 @02:11AM (#43650949)
-- apologies --
Re:Fintech founder charged with fraud; AI app found to be hu... by siva7 on Friday April 11, 2025 @02:16AM (#43650976)
That's racist (or politically correct if you're an american)
Re:Fintech founder charged with fraud; AI app found to be hu... by perching_aix on Friday April 11, 2025 @04:16AM (#43651534)
Nothing racist about it, India is essentially the #1 outsourcing destination.
Re:Fintech founder charged with fraud; AI app found to be hu... by evnix on Friday April 11, 2025 @04:37AM (#43651639)
Not racist but offensive indeed. It's like relating school shootings to white people. A white child sitting in Norway might not relate and may find it offensive and insulting.
Re:Fintech founder charged with fraud; AI app found to be hu... by perching_aix on Friday April 11, 2025 @04:42AM (#43651675)
I don't see this parallel, sorry.
Re:Fintech founder charged with fraud; AI app found to be hu... by fkyoureadthedoc on Friday April 11, 2025 @08:49AM (#43653189)
India is a country, not a color of person. It's more like relating school shootings to the US, where an American child sitting in the US would definitely relate and find it accurate.
Re:Fintech founder charged with fraud; AI app found to be hu... by johnisgood on Friday April 11, 2025 @03:17AM (#43651286)
It is reality. Reality cannot be racist. :P
Re:Fintech founder charged with fraud; AI app found to be hu... by rightbyte on Friday April 11, 2025 @04:18AM (#43651541)
Uhm.. Do you include human social structures in reality?

Even of you replace 'reality' with 'true' amd 'truth' the logic doesn't quite work out.

Re:Fintech founder charged with fraud; AI app found to be hu... by johnisgood on Friday April 11, 2025 @05:40AM (#43652109)
Others have already mentioned why it is grounded in reality. Call your ISP, Indian picks up. You are being scammed? Probably an Indian. It is not racist, I have nothing against Indians in particular, but the trend is there and it is quite obvious, hence, reality.

If I replace "reality" with "truth", it does not work out because it makes no sense: "truth cannot be racist" makes no sense whatsoever. In relation or correspondence to what? It does work with reality, however.

Re:Fintech founder charged with fraud; AI app found to be hu... by rightbyte on Saturday April 12, 2025 @03:45AM (#43662270)
I am trying to argue that something existing in reality, does not make it not rascist. Like say apartheid or whatever.

As a comment on "Reality cannot be racist".

Re:Fintech founder charged with fraud; AI app found to be hu... by johnisgood on Saturday April 12, 2025 @06:01PM (#43668245)
But how is it racist? I am not afraid of Indians. I have nothing against some Indians, albeit I do have something against Indians who are celebrating something by stepping on manure, but since it does not affect me nor my country, I do not care what they do. UK might care though, it does affect them, but it does not make them racist either by not agreeing with some of their practices.

FWIW my best friend is South Indian. In the North, he is hated for unknown reasons, different caste or whatever, I do not know. He usually tells me everything about Indians that I do ask.

Another FWIW, he likes a barista (he is currently studying in the UK where he does not face any racism), and he came to me with help as to how to approach her. It is a good thing he did (he admitted it) because he would have ruined it by seeming so desperate, which seems to be a common trend among Indians, too. This is reality, too. To what extent? I do not know, but enough to notice. He is otherwise (despite being an Indian) a very well-mannered, curious, and smart person. He does seem to care much less about hygiene than one should, and blames things on diet, rather than just lack of hygiene. We discussed it in detail and he agreed, eventually.

While we are at it, I dislike Indian accents, too, generally. This is a preference. It does not make me racist. Do you think it does?

At any rate, if you have any questions, I am willing to answer (with his permission if it concerns him), but ultimately, I do not think it is racist.

Re:Fintech founder charged with fraud; AI app found to be hu... by TeMPOraL on Friday April 11, 2025 @04:21AM (#43651553)
It's the other way around - it's racist if you're a US American, because in USA every problem is somehow ultimately called or blamed on racism.

Elsewhere in the world, we'd all it xenophobia, or Indophobia if one has something against Indian people specifically.

Though in this case, it's driven primarily by economic stereotypes, coming from the country becoming a cheap services outsourcing destination for the West, so there should be a better term coined for it. The anti-Indian sentiment in IT seems to be the services equivalent of the common "Made in China = cheap crap" belief, and because it applies to services and not products, it turns into discriminating people.

Re:Fintech founder charged with fraud; AI app found to be hu... by johnisgood on Friday April 11, 2025 @05:41AM (#43652113)
It is mainly because the majority of scammers that we hear about are Indian. I am not sure it has anything to do with xenophobia, whether they (or we) call it as such or not.
[dead]
Re:Fintech founder charged with fraud; AI app found to be hu... by perching_aix on Friday April 11, 2025 @04:40AM (#43651652)
Try replacing it with Germans, and now it sounds like a praise, because the stereotype around Germans and Germany is that way.

Is your problem that their phrasing invites stereotyping, or that the stereotype it invites happens to be negative? Because if it's the latter, do you really think that's the semantic intention here?

Re:Fintech founder charged with fraud; AI app found to be hu... by evnix on Friday April 11, 2025 @05:27AM (#43652030)
I get that the intention was not harmful, but i am trying to make the poster understand how people might feel.

Regarding Germans, if the news was, "AG deportation private company is a scam, they were sending people to forced euthanasia"

and someone came and said, "AG stands for Actually Germans". I am sure no German would want to be associated with that.

Re:Fintech founder charged with fraud; AI app found to be hu... by perching_aix on Friday April 11, 2025 @05:37AM (#43652086)
It sounds like more the former then, which I do agree with.
Re:Fintech founder charged with fraud; AI app found to be hu... by lupusreal on Friday April 11, 2025 @06:08AM (#43652261)
That's even funnier than the Indian one.
Re:Fintech founder charged with fraud; AI app found to be hu... by tomalbrc on Friday April 11, 2025 @05:28AM (#43652031)
Hi German here. You are very wrong. Thank you.
Re:Fintech founder charged with fraud; AI app found to be hu... by perching_aix on Friday April 11, 2025 @05:31AM (#43652048)
Thanks for sharing your opinion.
Re:Fintech founder charged with fraud; AI app found to be hu... by iammrpayments on Friday April 11, 2025 @04:29AM (#43651597)
It might offend people who are underpaying indians
Re:Fintech founder charged with fraud; AI app found to be hu... by johnnyanmac on Friday April 11, 2025 @06:47AM (#43652449)
Actually blacks? No, not particularly offensive, why?
Re:Fintech founder charged with fraud; AI app found to be hu... by ohgr on Friday April 11, 2025 @05:05AM (#43651868)
I’ll add that I’ve heard this before. And it was from an Indian guy and he thought it was absolutely hilarious.
Re:Fintech founder charged with fraud; AI app found to be hu... by carlosjobim on Friday April 11, 2025 @05:15AM (#43651937)
Well I am allergic to gluten and I don't find it very funny at all!
Re:Fintech founder charged with fraud; AI app found to be hu... by FirmwareBurner on Friday April 11, 2025 @05:21AM (#43651986)
I told this AI joke to my Indian friends and they all laughed and said "true". Get a life, stop being a tone policing hall monitor, IRL people off Twitter aren't as easily offended by innocent jokes as you might think.
Re:Fintech founder charged with fraud; AI app found to be hu... by adriand on Friday April 11, 2025 @06:59AM (#43652522)
That sounds a lot like the classic “I have lots of black friends” line. But even if you do have Indian friends, there is a big difference between joking with friends vs what is suitable for publication in the public sphere.

I would also note that OP merely posited a thought experiment. They’re not policing anyone. “Get a life” is perhaps a little harsh?

Here’s another thought experiment. If you had a job interview for a senior position at Microsoft and your interviewer was Satya Nadella, would you make this joke?

Re:Fintech founder charged with fraud; AI app found to be hu... by FirmwareBurner on Friday April 11, 2025 @07:08AM (#43652567)
>what is suitable for publication in the public sphere

That's why the persons, intent and context makes all the difference between something being funny and something being ofensive. And you could tell that statement wasn't in bad faith or meant to be derogatory.

>If you had a job interview for a senior position at Microsoft and your interviewer was Satya Nadella, would you make this joke?

Please don't move the goalposts to bad faith arguments, The casualness of the HN comment sections very different than the context of a job interview, hence my comment above on context mattering. Do you talk to your friends the way you talk to HR at work?

And yes, I'm sure graybeard Microsoft employees who worked with Nadella for a long time also make such jokes and banter with him behind closed doors and they all laugh, people are still people and don't maintain their work persona 24/7 or they'd go crazy.

Re:Fintech founder charged with fraud; AI app found to be hu... by adriand on Friday April 11, 2025 @02:42PM (#43657025)
My point is not that the statement was made in bad faith or was grossly derogatory. Personally, I am not gravely offended. However, I do think it's impolite and casually dismissive of an entire nation. In other words, I think it's in poor taste.

You obviously disagree, which is fine - I'm not calling you a racist - but to me, "get a life" is a pretty harsh reaction to someone raising a concern about a joke they find in poor taste.

The point I was trying to make about the job interview and Nadella, which I may have made clumsily, is not that we ought to use the tone we use in job interviews everywhere. My point is that Nadella is an extraordinarily accomplished Indian person and this "joke" would likely fall flat with that sort of audience. I think that's a decent barometer for whether the joke is in poor taste or not.

Again speaking personally, as a white dude, I avoid making jokes about minorities. That used to be pretty much common sense, although I recognize that there's a certain culturally ascendant viewpoint that disagrees with that. But my decision to treat people respectfully isn't about what's culturally in vogue, and I'm still willing to bet that a lot of the people of colour who laugh along when white people make jokes at their expense are thinking something else entirely.

Re:Fintech founder charged with fraud; AI app found to be hu... by K0balt on Friday April 11, 2025 @10:18AM (#43654088)
This has been a running joke in several projects I have been involved in, each time, apparently independently evolved. I never bring it up, but I am amused each time it appears out of the zeitgeist. It’s actually the best Kind of ironic humor, the kind that exposes a truth and a lie at the same time, with just enough political incorrectness to get traction.

I can’t even count the number of of times I have shut down “AI” projects where the actual plan was to use a labor pool to simulate AI, in order to create the training data to replace the humans with AI. Don’t get me wrong, it’s not a terrible idea for some cases, but you can’t just come straight out of the gate with fraud. Well, I mean, you could. But. Maybe you shouldn’t.

Re:Fintech founder charged with fraud; AI app found to be hu... by midnightblue on Friday April 11, 2025 @10:40AM (#43654332)
You win the internets, sir.
Re:Fintech founder charged with fraud; AI app found to be hu... by palmotea on Friday April 11, 2025 @10:46AM (#43654403)
> You win the internets, sir.

Yes, I did. By repeating someone else's apropos joke, I get to reap the sweet, sweet internet points.

Re:Fintech founder charged with fraud; AI app found to be hu... by midnightblue on Friday April 11, 2025 @03:34PM (#43657604)
downvoted for nostalgic use of Slashdot vernacular? we don't read these memetic cultural artifacts very often anymore. sometimes, you use them, just to keep them alive as a memento of a bygone era.
Re:Fintech founder charged with fraud; AI app found to be hu... by coupdejarnac on Friday April 11, 2025 @12:54PM (#43655929)
Destiny fan?
Re:Fintech founder charged with fraud; AI app found to be hu... by genewitch on Friday April 11, 2025 @04:00PM (#43657908)
Anonymous
Re:Fintech founder charged with fraud; AI app found to be hu... by amy214 on Friday April 11, 2025 @10:33PM (#43660793)
worth mentioning amazons amazing high tech "put everything in your cart and just walk out" ((( https://www.businessinsider.com/amazons-just-walk-out-actual... )))

they 100% use this AI "Actually Indians" technology

Re:Fintech founder charged with fraud; AI app found to be hu... by aucisson_masque on Friday April 11, 2025 @03:30AM (#43651344)
> its app’s actual automation rate was effectively 0%, the DOJ claims.

In that case, I believe it's a scam. 0% isn't some edge case.

Re:Fintech founder charged with fraud; AI app found to be hu... by ohgr on Friday April 11, 2025 @05:08AM (#43651884)
This is what we did internally. Someone said we could use LLMs for helping engineering teams solve production issues. Turned out it was just a useless tar pit. End game is we outsourced it.

Neither of these solved the problem that our stack is a pile of cat shit and needs some maintenance from people who know what the hell they are doing. It’s not solving a problem. It’s adding another layer of cat shit.

Re:Fintech founder charged with fraud; AI app found to be hu... by baxtr on Friday April 11, 2025 @05:43AM (#43652124)
tbh I don’t think any one except for investors care how you deliver a service as long as quality and price are right.
Re:Fintech founder charged with fraud; AI app found to be hu... by belter on Friday April 11, 2025 @10:45AM (#43654385)
> Uh-oh, the model is underperforming, and the human worker pipeline is now some significant part of the full workflow.

Tesla robots and Taxis enter the room...

Re:Fintech founder charged with fraud; AI app found to be hu... by claiir on Saturday April 12, 2025 @10:29AM (#43664691)
In this case it's a little bit worse; the "nate" app had a literally "0% automation rate," despite representations to investors of an "AI" automation rate of "93-97%" powered by "LSTMs, NLP, and RL." No ML model ever existed! [1]

See:

> As SANIGER knew, at the time nate was claiming to use AI to automate online purchases, the app’s actual automation rate was effectively 0%. SANIGER concealed that reality from investors and most nate employees: he told employees to keep nate’s automation rate secret; he restricted access to nate’s “automation rate dashboard,” which displayed automation metrics; and he provided false explanations for his secrecy, such as the automation data was a “trade secret.”

> SANIGER claimed that nate's "deep learning models" were "custom built" and use a "mix of long short-term memory, natural language processing, and reinforcement learning."

> When, on the eve of making an investment, an employee of Investment Firm-1 asked SANIGER about nate's automation rate, that is, the percentage of transactions successfully completed with nate's AI technology, SANIGER claimed that internal testing showed that "success ranges from 93% to 97%."

(from [1])

[1]: https://www.justice.gov/usao-sdny/media/1396131/dl?inline

Re:Fintech founder charged with fraud; AI app found to be hu... by mvkel on Sunday April 13, 2025 @02:46AM (#43670628)
> Turns out their ML/AI method doesn't generalize so well.

I'd argue the opposite. AI typically generalizes very well. What it can't do well is specifics. It can't do the same thing over and over and follow every detail.

That's what's surprised me about so many of these startups. They're looking at it from the bottom-up, something ai is uniquely bad at.