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Automating actuarial modelling processes in Life Ins' at WTW

#claude-3.5-sonnet. Saw lots of raves on LinkedIn (I think someone even posted a 98% score on coding) on how good claude sonnet latest is with python coding. I think I may have even seen a post where it could run the python code with external data. Git hub copilot is driving me mad and #chatgpt4o wasn't really justifying itself at £20 a month, so I thought I would give it a go. Silly me (but I quite like it) Basic #langchain prompt template and chain, it used deprecated .run() and still hasn't solved the error after 3 iterations. Annoying as I now have to go read the docs again. I haven't tested enough to prove it, but ChatGPT4o may have the edge if able to read up to date docs and with a lot of packages in #GenAI changing rapidly being up to date is important. I definately don't want to have to build some RAG with docs retrievers, after all this is just play time stuff not work. I haven't empirically tested yet (nor will I) but I think I will stay with it, I found the workflow of discussing and overall app, breaking it up defining functions and how things will work enjoyable and interactive. ChatGPT4o was pretty good at that too, but I found it effortless and was able to challenge approach and adjust and build up code gradually. Oh how I wish it could run the code and feel silly I believed a post that it could, but in reality, I'm going to go with claude for a bit. Sorry ChatGPT4o voice mode was fun, but until I can just talk to you through the day and you write my code, I am going to be unfaithful. P.S. Yipee LI doesn't even allow re-write with AI when you cancel your premium, what a relief.

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