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Real-time AI hallucination detection with timeplus: A chess example
- tines 1y agoSo you have to be able to identify a priori what is and isn't an hallucination right?
- makeavish 1y agoYeah, 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 1y agoIt'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?
- gangtao 1y agothe chess is just a simple example, realtime processing is critical is many AI monitoring use cases
- ares623 1y agoThe oracle problem is solved. Just use an actual oracle.
- happyPersonR 1y agoI 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 1y agoThere’s a more generalizable work on this recently for those expecting more. https://github.com/leochlon/hallbayes https://github.com/leochlon/hallbayes
- curtisszmania 1y ago[dead]
- yunwal 1y agois this satire?
- Zeik 1y agoI 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.
- joegibbs 1y agoBut 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.
- gangtao 1y agoYes, 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 1y agoAI can be hallucination but real-time detection is key