19th July 2024

The web is stuffed with tales of generative synthetic intelligence (GenAI) chatbots passing the hardest exams, and on the identical time, messing up easy details. Google not too long ago added a GenAI function to its search engine, its bread-and-butter, and after it gave inaccurate solutions to easy questions, rolled it again inside weeks.

OpenAI, maker of ChatGPT which catapulted the GenAI know-how to fame, has taken a step to handle errors like this, with its new mannequin CriticGPT.

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CriticGPT is OpenAI’s newest mannequin primarily based on its GPT-Four mannequin, particularly designed to critique and catch errors in ChatGPT’s output code. The instrument will assist the corporate with the method of alignment with AI techniques, by way of what builders time period Reinforcement studying from human suggestions or RLHF. It will assist make responses from massive language fashions extra correct.
RLHF is a machine studying (ML) method that makes use of human suggestions to optimise language fashions to self-learn extra effectively. A key a part of it’s gathering comparisons wherein individuals, known as AI trainers, charge totally different ChatGPT responses in opposition to one another.

OpenAI mentioned that with ChatGPT changing into extra correct and errors extra refined, a mannequin like CriticGPT turned vital to seek out inaccuracies.

“CriticGPT’s solutions will not be at all times appropriate, however we discover that they might help trainers to catch many extra issues with model-written solutions than they’d with out AI assist,” the corporate mentioned in a weblog put up.

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OpenAI iterated that regardless of such suggestions, fashions nonetheless hallucinate and trainers additionally make labelling errors, as CriticGPT might help trainers solely a lot.

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