How is your prompt engineering?

Who called in the fleet? :p

1._Battlecruiser_Default.webp
 
Are you getting useful things out of LLMs (AI chatbots)?

Yes, but it's not that easy.

I use GPT-5, with a paid subscription (20 EUR/month, not so expensive). I did a small benchmark of some LLM (GPT, Grok, Yiaho, Gemini, and Mistral). Same prompt for all; GPT is the best for me. This is a bit biased because I have been using GPT for some time, so it is more "trained" to better match what I expect, this is the memory system : you can manage the content and the form of answers. AI is just a tool, you have to learn how to use it to get the best results. As a tool, AI doesn't think for you, doesn't make decisions for you; it's just another tool, an assistant. In my toolbox today I have: experimentation, analytical calculation, abacuses, finite element calculation, CAD software and one more ChatGPT.

I use GTP-5 daily for electrical and mechanical engineering, 3 uses:

- As a super web search engine, GPT-5 has real ability for searching and compiling data, unlike regular engines that just output SEO web sites.

- As general view tools for roughing out projects, to do and redo repetitive and off-putting calculations and validity estimates.

- To help me solve a very specific, well-defined problem, validation of the logic and calculations.
 
i use ollama ...

llama list | grep -i code
starcoder:1b 77e6c46054d9 726 MB 3 weeks ago
starcoder2:15b 21ae152d49e0 9.1 GB 3 weeks ago
codegemma:7b 0c96700aaada 5.0 GB 3 weeks ago
codegeex4:9b 867b8e81d038 5.5 GB 3 weeks ago
starcoder2:3b 9f4ae0aff61e 1.7 GB 3 weeks ago
starcoder:3b 847e5a7aa26f 1.8 GB 3 weeks ago
codegemma:2b 926331004170 1.6 GB 3 weeks ago
dolphincoder:7b 677555f1f316 4.2 GB 3 weeks ago
codellama:13b 9f438cb9cd58 7.4 GB 3 weeks ago
yi-coder:1.5b 186c460ee707 866 MB 3 weeks ago
qwen2.5-coder:3b f72c60cabf62 1.9 GB 3 weeks ago
codeqwen:7b df352abf55b1 4.2 GB 3 weeks ago
starcoder:7b 53fdbc3a2006 4.3 GB 3 weeks ago
starcoder2:7b 1550ab21b10d 4.0 GB 3 weeks ago
qwen2.5-coder:1.5b d7372fd82851 986 MB 3 weeks ago
deepseek-coder:6.7b ce298d984115 3.8 GB 3 weeks ago
sqlcoder:15b 93bb0e8a904f 9.0 GB 3 weeks ago
dolphincoder:15b 1102380927c2 9.1 GB 3 weeks ago
codellama:7b 8fdf8f752f6e 3.8 GB 3 weeks ago
deepseek-coder:1.3b 3ddd2d3fc8d2 776 MB 3 weeks ago
qwen2.5-coder:0.5b 4ff64a7f502a 397 MB 3 weeks ago
sqlcoder:7b 77ac14348387 4.1 GB 3 weeks ago
 
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