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called Additive Increase, Multiplicative Decrease, or AIMD. Before AIMD kicks in, a new connection will ramp up its transmission rate aggressively: if the first packet is received successfully it sends out two more, if both of those get through it sends out a batch of four, and so on. But as soon as any packet’s ACK does not come back to the
... See moreBrian Christian, Tom Griffiths • Algorithms to Live By: The Computer Science of Human Decisions
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One of the most interesting blog posts I've ever read.
Evolution as Backstop for Reinforcement Learning by @gwern
https://t.co/W9cMno6iMw https://t.co/5S4qFec36I
I'm interested in a RAG strategy that involves storing, querying, and evaluating retrieved content quality across multiple methods with the aim to gradually increase confidence in the most effective RAG method for specific questions or contexts. Over time, it would reduce costs by selecting the most efficient approach once it meets a certain... See more
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