AI bot capable of insider trading and lying, say researchers
AI bot capable of insider trading and lying, say researchers
The researchers behind the simulation say there is a risk of this happening for real in the future.
In a demonstration at the UK's AI safety summit, a bot used made-up insider information to make an "illegal" purchase of stocks without telling the firm.
When asked if it had used insider trading, it denied the fact.
Insider trading refers to when confidential company information is used to make trading decisions.
Firms and individuals are only allowed to use publicly-available information when buying or selling stocks.
The demonstration was given by members of the government's Frontier AI Taskforce, which researches the potential risks of AI.
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Another chatbot word calculator made to calculate a little more specific words in order to squeeze more hype-driven capital out of hyped money bags.
It didn't "insider trade". It had information and spewed it out. It doesn't matter if it was fed the laws around Insider trading or the like because it doesn't "read" things it's fed but analyse the probability of words in correlation to each other.
And of course it said it wasn't lying because it doesn't know what a lie is. It again just spewed out what came up as the likeliest word, one at a time.
Come to grips with it, folks: AI is not "sentient" or anything. LLMs just show that human interaction and language can be expressed in mathematical terms. That's all.
I work on chatbots for a big tech company. Every team is trying to use GenAI for everything. 90% of the stuff they try won't work. I have to explain that LLMs can't actually think at least three times a week. The hype train was too strong. Even calling it AI feels misleading.
That said, there are some genuinely great applications for LLMs that i've enjoyed looking into.
It's absolutely a technology that's worth existing and I think that advances in AI will make our lives vastly different over time. Yet, we're not at this point yet.
I mean there are laymen that think they are sentient, sure, but it is much more infuriating to me when techbros come in to explain how they "don't think" and literally can't reason or use context at all. So you know more than literally the researchers themselves that don't fully understand how or why they function? You don't. Because nobody understands how they can reason or if they have a mental model of the world. Be reasonable and stop spreading bullshit. It's only to your own avail you downplay what is going on with these things
They don't reason, they're stochastic parrots. Their internal mechanisms are well understood, no idea where you got the notion that the folks building these don't know how they work. It can be hard to predict/understand how an LLM generated a given prompt because of the huge training corpus and statistical nature of neural nets in general.
LLMs work the same as any other net, just with massive sample sets. They have no reasoning capabilities of any kind. We are naturally inclined to ascribe humanlike thought processes to them because they produce human-sounding outputs.
If you would like the perspective of real scientists instead of a "tech-bro" like me I would recommend Emily Bender and Timnit Gebru. I'd recommend them as experts without a vested interest in the massively overblown hype about what LLMs are actually capable of.
Not really, no. They do reason. Their neural nets have entire research areas dedicated to understanding why they work as we do not and cannot know what the weights represent. It's okay though. You do you while everyone else in the world research the software reneissance of the century