Replacing a SQL analyst with 26 recursive GPT prompts

Re:Replacing a SQL analyst with 26 recursive GPT prompts by kieselguhr_kid on Wednesday January 25, 2023 @03:38PM (#34523844)

When I was new, I saw one of my more experienced colleagues ask a few questions that together saved the company more than $1 mil each year. ChatGPT might be a threat to automate some low-level tasks or help eliminate bugs, but it is nowhere near ready to evaluate the context of a system, understand its history, or think* through the consequences of a major business decision.

* or think at all, in any meaningful way.

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Re:Replacing a SQL analyst with 26 recursive GPT prompts by RhodesianHunter on Wednesday January 25, 2023 @03:53PM (#34524023)

I agree with you to a point, but I think the only reason that it can't understand the context of a system is because it hasn't been trained on that system's code and documentation, which is obviously a future coming soon.

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Re:Replacing a SQL analyst with 26 recursive GPT prompts by quonn on Wednesday January 25, 2023 @04:49PM (#34524639)

The problem is not the system, but the context of the system.

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Re:Replacing a SQL analyst with 26 recursive GPT prompts by kieselguhr_kid on Wednesday January 25, 2023 @07:14PM (#34526123)

I'm not sure training these models on code and documentation will make that much of a difference. These models struggle significantly with subtlety, relevance, and correctness. It also doesn't have a theory of its own knowledge or confidence, and so tends to "hallucinate" and put out confidently-worded nonsense. Especially for complex and nuanced topics.

A big part of my job in software is having a very sharpened grasp of my ignorance, the ability to weigh a variety of tradeoffs, and the ability to convey my confidence of my abilities and my team's abilities. I'm not sure this is possible for this generation of AI.

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Re:Replacing a SQL analyst with 26 recursive GPT prompts by csomar on Wednesday January 25, 2023 @10:45PM (#34527446)

The hallucination part is due to a lack of constraints. The AI can recognize constraints, but it can't recognize what it doesn't know for lack of context.

Prohibit all physical meetings. Force all communication through mediums that can be pipelined. Feed everything (accounting, contracts, law, etc...). Work will be then to architecture the AI to produce the optimal response.

The first company to figure this out will be too ahead. I don't think anything will be anywhere close to compete including nation states.

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Re:Replacing a SQL analyst with 26 recursive GPT prompts by csomar on Wednesday January 25, 2023 @10:40PM (#34527422)

Though if it comes an AI with the capacity to include more context (ie: all company financials, communications, market analysis, etc...) it might be even more effective than a human with precise context.

Communication might be strictly email in the future. Or something that could be pipelined into the "AI" for context. Video/Calls might make it too at some point. Face to Face meetings strictly prohibited.

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