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Guys, it's a major 21st century skill to learn how to use LLMs. In fact, it's probably the biggest skill anyone can develop today. So please be a responsible dr
by starchild3001 2y ago
Guys, it's a major 21st century skill to learn how to use LLMs. In fact, it's probably the biggest skill anyone can develop today. So please be a responsible driver, learn how to use LLMs.
Here's one way to get the most mileage out of them:
1) Track the best and brightest LLMs via leaderboards (e.g. https://lmarena.ai/ https://lmarena.ai/, https://livebench.ai/#/ https://livebench.ai/#/ ...). Don't use any s**t LLMs.
2) Make it a habit to feed in whole documents and ask questions about them vs asking them to retrieve from memory.
3) Ask the same question to the top ~3 LLMs in parallel (e.g. top of line Gemini, OpenAI and Claude models)
4) Do comparisons between results. Pick best. Iterate on the the prompt, question and inputs as required.
5) Validate any key factual information via Google or another search engine before accepting it as a fact.
I'm literally paying for all three top AIs. It's been working great for my compute and information needs. Even if one hallucinates, it's rare that all three hallucinate the same thing at the same time. The quality has been fantastic, and intelligence multiplication is supreme.