Joshua Cole @combinatoricole
Ex-FANG MLE/SWE. Now building at-scale game-theoretic AI. tacktech.ai Joined June 2010-
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The opposite of finishing isn't not starting. It is not finishing. People who give advice often focus on saying start. If you are already running, this isn't enough. Finish, too.
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Aim at the future, not the present, or you will miss.
Joshua Cole retweeted
.@RichardSSutton, father of reinforcement learning, doesn’t think LLMs are bitter-lesson-pilled. My steel man of Richard’s position: we need some new architecture to enable continual (on-the-job) learning. And if we have continual learning, we don't need a special training…
If you race optimally, from uncertainty to certainty, at the time the race begins, in expectation, you will race an entropic path length.
Logic has flaws when not wielded carefully. One care that is not undertaken carefully in most ancient arguments is accounting for time. Recursion has a leading edge.
Good options need to be created faster than an opponent can neutralize them.
Joshua Cole retweeted
👋 Welcome to Mieza! Our mission is to democratize optimal strategic reasoning by minimizing our customers regrets. Join Mieza.ai, a platform built on provably optimal strategic intelligence. #AI #ArtificialIntelligence #StartupLife #TechInnovation
Joshua Cole retweeted
Normalizing cumulative outcomes so as to produce a probability distribution should be talked about more often than it is, because it is a simple algorithm that can lead to better decision making.
I prefer people talking to each other to people murdering each other.
Joshua Cole retweeted
@humbug1994 @elonmusk I was doing both.
If you're trying to solve a very hard problem try solving an easier problem that is akin to it. Then take the solution to the easier problem and leverage it to better solve the hard problem.
Currently, we ask AI for things, and then we carefully check the result. In the future, AI will be responsible for carefully checking the results. Some people are going to disagree with the AI checks; they'll usually either be wrong or judging from a different frame.
Joshua Cole retweeted
🔮 Introducing Prophet Arena — the AI benchmark for general predictive intelligence. That is, can AI truly predict the future by connecting today’s dots? 👉 What makes it special? - It can’t be hacked. Most benchmarks saturate over time, but here models face live, unseen…
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