this post was submitted on 24 May 2024
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[–] 0x01@lemmy.ml 48 points 1 month ago (14 children)

I'm a 10 year pro, and I've changed my workflows completely to include both chatgpt and copilot. I have found that for the mundane, simple, common patterns copilot's accuracy is close to 9/10 correct, especially in my well maintained repos.

It seems like the accuracy of simple answers is directly proportional to the precision of my function and variable names.

I haven't typed a full for loop in a year thanks to copilot, I treat it like an intent autocomplete.

Chatgpt on the other hand is remarkably useful for super well laid out questions, again with extreme precision in the terms you lay out. It has helped me in greenfield development with unique and insightful methodologies to accomplish tasks that would normally require extensive documentation searching.

Anyone who claims llms are a nothingburger is frankly wrong, with the right guidance my output has increased dramatically and my error rate has dropped slightly. I used to be able to put out about 1000 quality lines of change in a day (a poor metric, but a useful one) and my output has expanded to at least double that using the tools we have today.

Are LLMs miraculous? No, but they are incredibly powerful tools in the right hands.

Don't throw out the baby with the bathwater.

[–] LyD@lemmy.ca 14 points 1 month ago (1 children)

On the other hand, using ChatGPT for your Lemmy comments sticks out like a sore thumb

[–] FaceDeer@fedia.io 10 points 1 month ago

If you're careless with your prompting, sure. The "default style" of ChatGPT is widely known at this point. If you want it to sound different you'll need to provide some context to tell it what you want it to sound like.

Or just use one of the many other LLMs out there to mix things up a bit. When I'm brainstorming I usually use Chatbot Arena to bounce ideas around, it's a page where you can send a prompt to two randomly-selected LLMs and then by voting on which gave a better response you help rank them on a leaderboard. This way I get to run my prompts through a lot of variety.

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