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self-refine
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
>the systems operation are well understood
That's like saying human behavior is well understood because we know how neurons communicate signals. It's too low level to be useful, hence psychology.
>They don't have the ability to reason or reflect.
Yes they do
https://selfrefine.info/
https://arxiv.org/abs/2303.11366
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Self-Refine: Iterative Refinement with Self-Feedback