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OpenAI wants chatbots to guess less, admit more
Rizzle
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2 months ago
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🤖
Tech
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00:00
OpenAI wants chatbots to guess less, admit more.
00:04
OpenAI has a confession to make, even the smartest chatbots are still making stuff up.
00:09
In a new research paper the company asks why large language models like GPT-5 still hallucinate.
00:15
The short answer, because guessing is baked into their DNA.
00:19
Hallucinations, OpenAI explains, are those totally confident but totally wrong answers
00:24
AI loves to serve up.
00:26
To prove the point, researchers ran an experiment on a popular chatbot.
00:31
When asked for co-author Adam Taumann-Khalai's PhD dissertation title, the bot gave three
00:36
different titles, all fake, same with his birthday, three dates, zero accuracy.
00:41
So how can a machine that crunches billions of data points still bomb on basic facts?
00:46
OpenAI says it comes down to training.
00:49
During pre-training, LLMs aren't told what's true or false, they're just rewarded for predicting
00:54
the next word.
00:55
This works for consistent patterns like spelling, but for obscure facts, the model is basically
01:00
winging it.
01:01
The paper points to how models are evaluated.
01:05
Right now, evals are like multiple choice tests where guessing might succeed, but skipping
01:09
guarantees failure.
01:10
So models learn to bluff instead of admitting ignorance.
01:14
OpenAI's fix?
01:15
Change the scoring system.
01:17
Think of it like the SAT.
01:19
Wrong answers should hurt more than leaving it blank.
01:22
And uncertainty should earn partial credit.
01:24
If models are rewarded for honesty, they'll stop fabricating just to climb leaderboards.
01:29
The takeaway?
01:30
Hallucinations aren't going away entirely, but we can train AI to BS less often.
01:35
Until then, treat your chatbot like a charming friend who will absolutely lie to your face,
01:40
but with style.
01:41
The takeaway?
01:42
It's a reminder that this is a good story.
01:43
The takeaway?
01:44
Yes.
01:45
It's a good story.
01:46
It's a good story, but with style.
01:47
I'm not sure I'm sorry.
01:48
I'm not sure I'm sorry.
01:49
It's a good story.
01:50
I'm not sure I'm sorry.
01:51
I'm not sure I'm sorry.
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