Real-time AI hallucination detection with timeplus: A chess example

https://www.timeplus.com/post/ai-chess-hallucination-detection

by gangtao • 11 months ago

22 12 11 months ago

tines• 10 months ago

So you have to be able to identify a priori what is and isn't an hallucination right?

makeavish• 10 months ago

Yeah, reading the headline got me excited too. I thought they are going to propose some novel solution or use the recent research by OpenAI on reward function optimization.

esafak• 10 months ago

It's rather cheeky to call it "real-time AI hallucination detection" when all they're doing is checking for invalid moves and playing twice. You don't even need real-time processing for this, do you?

ares623• 10 months ago

The oracle problem is solved. Just use an actual oracle.

happyPersonR• 10 months ago

I guess the real question is how often do you see the same class of hallucination ? For something where you're using an LLM agent/Workflow, and you're running it repeatedly, I could totally see this being worthwhile.

uncomputation• 10 months ago

There’s a more generalizable work on this recently for those expecting more. https://github.com/leochlon/hallbayes

Zeik• 10 months ago

I didn’t understand quite the point of the claims from end of the page. Surely automatic cars or health/banking services don’t use language models for anything important. Everyone knows those hallucinate. ML is lot better alternative.

yunwal• 10 months ago

is this satire?

joegibbs• 10 months ago

But what exactly does this product do that you can’t from just parsing the stream?

Besides, the problem with hallucinations is the unknown unknowns: if what you’re doing is easily verifiable (like parsing JSON or checking valid chess moves) it’s trivial. But what if you don’t know the answer yourself? Then it’s basically impossible to solve.

gangtao2• 10 months ago

Yes, you are absolutely right, my works only demonstrate how to catch the hallucination in realtime in case we know what kind of hallucination with clear definition.

To detect those unknown hallucication is a very hard problem. If you dont know the target, how do you shoot it.

tingfirst• 10 months ago

AI can be hallucination but real-time detection is key

Real-time AI hallucination detection with timeplus: A chess example

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