Tal vez te guste
what there is no overwhelming agreement on is what will happen the day after. how do we build a livable future here, for both israelis and palestinians. israel leadership is not thinking of this now, future looks grim. THIS is where protest effort and outrage should be invested.
this is a survey. when you think of a "model" as in "model based RL", what do you have in mind? (in other words, what is a model in this sense?)
turns out some disciplines/people use "a bellman equation" to mean *any* recursive equation which is amenable to DP. in that sense clearly the concept is important. i was talking specifically about the update rule for computing a value function using tabulation.
why are the bellman equations considered foundational or important today? arent they just a straightforward application of DP to solve a problem that only arises in extremely simplified cases that never occur in practice?
it is not "a confession" stop calling things with the most misleading names you can
whats the least french sandwich you could think off
Say what you want about the French, they get sandwiches right... ๐๐๐๐ฏ
i am feeling a bit sick and cannot concentrate, perfect time for some science-adjacent online fighting
hot take on the bun purchase: turns out coding agents cannot replace engineers just yet, huh.
actually this should make companies more reluctant to rely on bun, not less.
People frequently ask: > How is Bun sustainable? If I bet my companyโs tech stack on Bun, will Bun still be around in a few years? We didnโt have a great answer to this question, until today
wtf why
there is a lot of discourse around fears that China will "take over the US" in terms of "world leadership" and derivatives like AI, Tech, economy, .... etc. But what are people actually fearing? why is it considered "a bad thing"? what are the China traits that are "scary"?
In honor of the 39th AI Winter, Iโm going to spend the week disentangling the culture and code of reinforcement learning. There may be ranting... argmin.net/p/reformist-reโฆ
these days it's trendy to criticize the role of language in intelligence, partly because it's now finally clear to most people that the LLM recipe alone isn't sufficient for AGI (lots of 'I told you so' flooding the feed). it's true that individual thought doesn't have to relyโฆ
an ICLR paper i reviewed responded w a 2500 word rebuttal that was very good ๐ฌ feel real bad for them โน๏ธ
Many people who donโt actually care for visual art one way or the other think this looks like a fine example of art much in the same way that they think the GPT poems look like fine examples of poems. But this is largely worthless!
I still maintain that reflective learning is the future of learning algorithms. This is related to but quite a bit richer than thinking about making value functions that work.
ok but does GEPA do it? Reflective prompt optimizers have somewhat solved the problem that โif model canโt guess the right answer, no learning ever happensโ The model should be able to LOOK at its failures and be like โok yea these were stupid guesses, gotta try x in hindsightโ
ืืืื ืืืื ืื ืฉื ืืืืื ืฉืืืื ืื ืืชืืืช ืืืจืื ืืคืืืจืช ืฉื ืืืืื ื. ืื ืืืืื 10/10.
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