Subj : New OpenAI GPT-4 service will help spot errors in ChatGPT coding
To   : All
From : TechnologyDaily
Date : Fri Jun 28 2024 14:15:05

New OpenAI GPT-4 service will help spot errors in ChatGPT coding suggestions

Date:
Fri, 28 Jun 2024 13:03:00 +0000

Description:
New CriticGPT model proves successful in aiding human workers to identify 
ChatGPT-produced coding errors.

FULL STORY
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In a bid to increase the usefulness of generative AI tools to developers, 
OpenAI has introduced CriticGPT, a new model it says can help identify errors 
in ChatGPT code outputs. 

Based on GPT-4, OpenAI claims CriticGPT has been able to outperform unaided 
efforts 60% of the time, showing its ability to enhance human performance in 
code review tasks, rather than replace human workers. 

OpenAIs initiative aims to refine the Reinforcement Learning from Human 
Feedback (RLHF) process in order to ensure higher quality and greater 
reliability in AI systems. OpenAI launches new code-checking model 

OpenAIs latest GPT-4 series, which powers publicly available versions of 
ChatGPT, relies heavily on RLHF to ensure that its outputs are both reliable 
and interactive. Up until now, this process has been a manual one that has 
leaned on the human power of AI trainers, who have rated ChatGPT responses to 
improve the models performance. 

With the launch of CriticGPT, OpenAI can now critique ChatGPTs answers 
autonomously, which addresses concerns over the AI chatbot becoming too 
sophisticated for many human trainers. 

CriticGPT was trained by trainers providing feedback after inserting 
intentional mistakes into ChatGPT-generated code. The results were promising, 
with CriticGPTs critiques preferred by trainers around two-thirds (63%) of 
the time thanks to the tools ability to reduce nitpicks and hallucinations. 

However, the project isnt without its limitations, and AI-human collaboration 
continues to prove more effective compared to AI alone. 

In its announcement , OpenAI summarized: CriticGPTs suggestions are not 
always correct, but we find that they can help trainers to catch many more 
problems with model-written answers than they would without AI help. 

The company also acknowledged that mistakes can be spread across many parts 
of an answer, which makes it more complex for an AI tool to identify the 
cause. 

Looking ahead, OpenAI has confirmed plans to scale its work on CriticGPT and 
to put it into practice. More from TechRadar Pro Most programmers will be 
using AI coders by 2028 Weve rounded up the best AI writers around today 
Fancy an upgrade? Check out the best laptops for programming



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Link to news story:
https://www.techradar.com/pro/new-openai-gpt-4-service-will-help-spot-errors-i
n-chatgpt-coding-suggestions


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