Recently I found myself being frustrated at GPT-4 and its lack of understanding to simple task like summarize this article from a link. I often get a "I can't accomplish this task".
Do you witness similar situations? How do you cope with it?
I have been using GPT since when it first commercialized it.
It gets worse, then it gets better.
It comes in cycles.
This is why my team are building our own ML models and fine-tuning it to avoid depending on OpenAI
I've noticed GPT-4 can sometimes stumble on tasks like summarizing from a link, possibly due to the way it processes external content. When I encounter this, I usually extract the key points manually and then ask GPT-4 to summarize based on that information to ensure it stays within its operational parameters.
I've noticed GPT-4 can stumble at times, Mehdi, especially with tasks that require real-time web interaction which it's not designed for. When it hits a snag, I pivot to using it for brainstorming or drafting outlines, leveraging its strengths in creativity and content generation.
I've never used ChatGPT-4, but I believe that its performance will vary depending on individual experiences and expectations. It's also important to consider that newer versions of AI models may still be undergoing refinement and improvement over time.
I've noticed GPT-4 can sometimes stumble on tasks that seem straightforward, likely due to the nuances of language processing or current limitations. When I encounter this, I try to rephrase my request or break down the task into simpler components, which often helps clarify the intent.
Has anyone actually measured performance degradation "objectively" here ? Think response quality vs inference time -- let response quality be something simple that you defined, such as JSON completeness.
I think it depends a lot on your prompts. Also, due to the updates, slight differences can happen in the outputs for the same prompt.
Even minor things / details can influence your output significantly.
I’ve generated approx 16M words with GPTs in the past 3+ years (including the previous versions), so I got this from first hand experience.
In terms of, for example, coding tasks, absolutely not; it's fortunately getting better and better.
However, I've noticed that developers have limited ability to check information from links. I believe this was implemented for security purposes. Did you tried to upload an article as attached file?
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Yeah, before I always use GPT-4 for making good cover letter when applying and sometimes it's frustrating because I always get answers that is too robotic or what lol. That's why I use other tool like Jobsolv it's all legit, can't wait for their new software launch this March.