Current research has found that ChatGPT has worsened over the past several months with poor output quality and degraded performance levels. The research showed that ChatGPT 3.5 and 4 are language models that are constantly being updated. This means they are not static technologies. OpenAI does not announce the changes being made, not to mention what the changes are.

Users are seeing something different, but they cannot identify exactly what has changed. These changes are being talked about on the ChatGPT Facebook groups and Twitter. There is also an ongoing discussion on the OpenAI community platform regarding the severe quality downgrade. An unconfirmed leak appears to show that OpenAI does optimize its service, but does not change the GPT 3.5 and 4 directly. This explains why researchers found the quality of these models fluctuating.

Researchers at two of the top United States universities measured the performance of GPT 3.5 and 4, tracking their performance over some time with interesting results. They found that OpenAI is updating the service based on feedback received and changes to how the design works. Recording the performance over some time was essential as results make it harder to integrate into a workflow, affecting the ability to reproduce a result time within the workflow.

Benchmarking was essential, helping the researchers understand whether updates improved areas of the language model, while negatively impacting performance in other areas. The unknown changes have made stability challenging when integrating into larger workflows.

Ben Cooper, the Sales Manager at Cartoozo, said “There has been a lot of hype around ChatGPT and the researchers tracked the performance behavior on four performance and safety tasks. This includes answering sensitive questions, code generation, visual reasoning, and solving math problems. The paper explains the goal is not a comprehensive analysis, but is there to demonstrate where there is a performance drift.”

The research provided that GPT4 maths performance decreased from March to June 2023, while the output of GPT 3.5 also changed. Cartoozo, a top internet marketing company UK, has been skeptical regarding ChatGPT for some time, ensuring their content creators continue to provide unique and informative content, helping their clients stay that step ahead of their competition.

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