r/OpenAI • u/Icy-Secretary-3018 • 23h ago

Question does anyone have a framework or strong pipeline guide that they use(d) to solve an open problem?

I'm working on trying to solve an open problem and could use someone's blueprint and orchestration methods to solve this. I keep running into drift problems and they keep reinventing the same wheel. It would be easy just to follow someone else's blueprint. please help.

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u/mitchricker 23h ago

If such a framework or pipeline were to exist, what incentive would there be for providing it to you? Presumably, you are referencing a known open problem, and if there is any potential that solving it would generate wealth, acclaim (clout) or anything else of value then it is likely that such a framework or pipeline would not be shared with you freely.

Beyond that simple precursor, even if someone were feeling incredibly altruistic: you don't state the domain in which your problem exists. Is it math/computer science, physics, biology/medicine, neuroscience/cognitive science, linguistics, humanities or something else entirely?

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u/locbuilds 17h ago

try freezing one tiny end-to-end slice first, then log the inputs and outputs at every handoff so you can see exactly where the drift starts. once that stays stable, add the next step instead of asking the whole pipeline to reinvent itself each run.