this post was submitted on 26 Oct 2024
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Tech behemoth OpenAI has touted its artificial intelligence-powered transcription tool Whisper as having near “human level robustness and accuracy.”

But Whisper has a major flaw: It is prone to making up chunks of text or even entire sentences, according to interviews with more than a dozen software engineers, developers and academic researchers. Those experts said some of the invented text — known in the industry as hallucinations — can include racial commentary, violent rhetoric and even imagined medical treatments.

Experts said that such fabrications are problematic because Whisper is being used in a slew of industries worldwide to translate and transcribe interviews, generate text in popular consumer technologies and create subtitles for videos.

More concerning, they said, is a rush by medical centers to utilize Whisper-based tools to transcribe patients’ consultations with doctors, despite OpenAI’ s warnings that the tool should not be used in “high-risk domains.”

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[–] TootSweet@lemmy.world 73 points 3 weeks ago (1 children)

LLMs in medicine. What could go wrong?

[–] QuadratureSurfer@lemmy.world 11 points 3 weeks ago (1 children)

Whisper isn't a large language model.

It's a speech to text (STT) model.

[–] Llewellyn@lemm.ee 5 points 3 weeks ago (1 children)

Which has the same concept as the LLM under the hood, hasn't it?

[–] DragonTypeWyvern@midwest.social 7 points 3 weeks ago

This isn't a Large Language Model, it's a Chonky Linguistic Algorithm.