Burning through my Anthropic credits while testing Claude Code...
Tested it out on an IRL Github frontend issue. Seems to work pretty well (but it's really expensive)
@tanaybiradar.com.bsky.social
cs @ ucsb thoughts on whatever i feel like (often ml and life) i might be wrong, opinions subject to change tanaybiradar.com
Burning through my Anthropic credits while testing Claude Code...
Tested it out on an IRL Github frontend issue. Seems to work pretty well (but it's really expensive)
Landscape shots like this are high-quality enough to compete with stock video providers. Unfortunately, I wouldn't be surprised to see their revenues tank soon.
11.12.2024 21:03 β π 0 π 0 π¬ 0 π 0Storyboard includes, "The student steps onto the wing strut, balancing carefully, and looks contemplatively towards the horizon."
That isn't the wing strut...
Feels like Sora is having the same moment that Gemini had after release. Very technically impressive, but Sora hasn't delivered on the expectations/hype.
It only seems to work well for a few types of clips (ex. news, landscape shots). Physics/interactions between objects are notably low-quality.
this ai startup boom is showing that silicon valley (the show) has aged really well.
life imitates art.
the science of LMs should be fully openβ¨
today @akshitab.bsky.social @natolambert.bsky.social and I are giving our #neurips2024 tutorial on language model development.
everything from data, training, adaptation. published or not, no secrets π«‘
tues, 12/10, 9:30am PT βοΈ
neurips.cc/virtual/2024...
Thereβs a book with the same title that I also highly recommend. Quantum Computing for Computer Scientists.
10.12.2024 16:55 β π 1 π 0 π¬ 0 π 0on today's episode of weird math i learned: you can view complex numbers as (a+bi) in C, or as [a,b] in R2. so you can see functions as either a map from C->C or from R2->R2.
the weird part: your function can be differentiable when viewing it as R2->R2, but not when viewing it as C->C.
It's hard to communicate our experiences and ideas through words. There are so many layers between what I think, what I say, and what you understand.
"Just because weβre using the same words doesnβt mean we mean the same things.... But let's try anyway."
nathanieldrew.substack.com/p/how-to-hav...
still hallucinated the company though (AI2, not Together)
26.11.2024 02:40 β π 0 π 0 π¬ 0 π 0tip-of-the-tongue search is an awesome use case for LLMs, and web search makes it way more powerful.
now that LLMs have been in our hands for ~2 years, i feel like it takes a lot to impress me. i'm kind of surprised it took multiple prompts to get this right.
What is the silliest scenario you can think of where Bayes' rule provides a decent probability estimate?
23.11.2024 23:49 β π 1 π 0 π¬ 0 π 0SVD is one of the most beautiful parts of linear algebra:
1. View a matrix as a sum of rank-1 matrices
2. Read orthonormal bases for the 4 fundamental subspaces
3. Get a low-rank approximation, etc.
Sadly higher order tensors are much harder to factorize for NN weight compression...
Our human brains are so energy-efficient compared to today's AI training/inference. To be fair, we've also had billions of years for intelligence to evolve.
Regardless, I wonder if neural networks and digital computing (as opposed to analog) are the wrong approach to intelligence.
TIL: Concurrent programming in Rust can be sketchyβthere's no defined memory model.
Suppose you run a program on 2 machines with different ISAs. Outputs obtained on one machine may be *impossible* on the other. There are no guarantees about the order of memory reads/writes.
Felt the itch to build something over the past week or so.
Decided to start working on my own RSS feed reader that curates your content - no complicated algorithms!
github.com/TanayB11/pap...
i think weβre conditioned to care about scaling our impact. it's the whole point of EA/utilitarianism.
in theory you should get more fulfillment from this, but i feel like you get more fulfillment from changing *someones* world instead of changing *the* world.
stevenscrawls.com/care-doesnt-...
did some competitive programming today. it's amazing how much you can enjoy doing difficult things after you stop caring about the outcome.
"I am always sincere, but never serious." - Alan Watts