Welcome to my personal notes!

https://huggingface.co/blog/moe

never mind, m1 is good enough

I just had some goofy architecture

training on tiny Shakespeare, seems to work pretty well

might try to implement moe later this week


December 9, 2023


mlx.core.random.categorical is not the same as torch.multinomial, despite what docs may want you to believe

😭😭😭😭

took too long to figure that out


i know mlx just came out, but the docs are horrendous


# of freshman CS majors in ~4 years is probably going to plummet

maybe 2 years until no more trad swe entry level roles

math, physics, EE, nuclear will be where they go

this is because CS major is effectively just trade school

that trade will be 90% automated very soon

if trad software is solved, there are two options: (1)AI research/dev, (2)hardware

if nuclear makes a comeback, energy is third option

other than that, will be hard to find entry level job in tech

there will always be room for pure software startups, but they will rarely need large engineering teams like they do now

mlx on m1 chip is still not fast enough to train any kind of transformer


crypto-first venmo

who's building this

could be really useful overseas

venmo is almost digital cash, but not quite

December 8, 2023

people are overestimating how much search wi be replaced by AI

At least 1/2 of my searches are to a specific site, where I use some product

Search is not the same as information querying

first winter break project is training baby llm with mlx


would be fun to fine-tune some 7B model on tweets(farcaster casts)

December 4, 2023

text2movie

who is building this


realtime sd could have a lot of use cases

could make a sick game

dingboard for videos

would be professional software though

might be fun to work on

AI-first editing software


http://artsites.ucsc.edu/faculty/gustafson/FILM20P.W11/readings/forever%20overhead.pdf

December 3, 2023

Would be fun to build something with this when code is released

https://github.com/HumanAIGC/AnimateAnyone/issues/12

December 2, 2023

should buy one of these

https://www.amazon.com/Aranet4-Home-Temperature-Ink-Configuration/dp/B07YY7BH2W/ref=sr_1_3?crid=3H82031YXI3GB&keywords=co2+monitor&qid=1701557202&sprefix=co2+monitor%2Caps%2C124&sr=8-3

December 1, 2023

https://delian.io/thirty

want to have >100 LC problems done before end of winter break

perhaps a few hards???

time will tell

November 29, 2023

should probably make a post about Mootr


the goal is to be as upstream as possible

current twitter following is doing a fairly good job of this

there are definitely still sources further upstream though

(who is being read by the smartest/most contrarian/most upstream people)

doesn't necessarily have to be people I agree with

https://scottaaronson.blog/https://gwern.net/https://marginalrevolution.com/

haven't uploaded a picture in a while

November 25, 2023

https://www.amazon.com/Problem-Solving-Through-Problems-Problem-Mathematics/dp/0387961712

putnam exam

November 17, 2023

stripe integration for scooter app should only take a weekend

November 16, 2023

PG says that best startup ideas come from being on the edge of innovation and looking for holes

contrarian ideas are almost certainly the same

every contrarian thinker(yarvin, thiel, etc.) had huge influences

so having innovative ideas out of the blue is not the correct mode to think about this

instead of sitting in a room and trying to think of new things, the idea is to just select the right influences

and the right influences are the people who are on that edge

(the edge is just the societal idea equivalent of scientific advances for technology)

although, they aren’t necessarily new like the technology side is

November 15, 2023

need to be more ambitious

scooter ride share app going fairly well


might not be a good business, but a light gpt wrapper that is for tutoring would be useful


a marketplace to find other students that will do your homework

November 6, 2023

built a prediction market for a hackathon, but it barely works since I wrote most the smart contracts at 4am after consuming large amounts of redbull

would be nice to clean it up and put it on website


there are surely still some cool undiscovered use cases for crypto

October 31, 2023

will have a lot more time now

ideally:

  • spend most time self studying ML math
  • work on small side projects
  • read more

  • might be fun to build diffusion model from scratch

    also could be fun to do some kernel level stuff, maybe jump back into C

    https://x.com/jlinbio/status/1704387474150006807?s=46&t=q4dXlCcCLC0pPNRXGblygw

    maybe for pytorch game, could use webGPU to train tiny models w/ some visualization

    October 25, 2023

    brain seems to have fog only lifted by caffeine in the past few weeks

    October 24, 2023

    i have become complacent


    is AI going to actually change everything?

    seems like most of work people do is bureaucracy/process/bs

    maybe in a hyper efficient market(one that we do not live in)

    will definitely increase variance

  • would be easy for a student to never read a book again
  • would be easy for them to never write anything of substance again
  • income gap will increase massively(not necessarily bad)


    AI has yet to produce novel ideas

    seems to mostly be compression of all information

    if intelligence is ability to be contrarian(scroll down), gpt models will probably not achieve AGI


    appreciation of aesthetic values( in the harold bloom sense) will becoming increasingly rare but useless(professionally)

    but in a world of abundance, liberal arts should be becoming more desirable, not less

    there should be less need for "blue collar" type education(hard sciences, computer science)

    "blue collar" in the sense that you are learning practical skills

    there is so much free information available

    the easy things to learn(practical skills[computer science, hard science, math]) would ideally be left for people to do on themselves

    while harder things to learn(aesthetic values, love of pursuit of knowledge) should be taught by institutions who are specifically designed to teach


    i think main problem is the mental model of "college = educated"

    college should ideally be starting point for education, it should be where you learn how to teach yourself

    once you graduate, you should not be classified as done(educated)

    this used to be english university system(I think)


    the smartest kids should be in liberal arts degrees, not engineering

    because they are able to teach themselves the engineering

    where the value of liberal arts comes out from discussion that is difficult to achieve alone


    basically I am saying the value of college lies in the peer group

    having a very smart peer group is much more useful for liberal arts-type learning than engineering is

    therefore to maximize value of higher education, pursuing aesthetic values would ideally be prioritized


    *but since its not, and the smartest kids are not in liberal arts, to have the smartest peer group you should study engineering


    i need to think about this more

    It is definitely possible that gpt4 and similar models can produce independent and contrarian thought, and that they have just been sanitized to make sure nothing too crazy is said


    libertarianism is so interesting because a huge portion of people prescribe to it theoretically but not practically

    I wonder what is that delta


    i should read more classic american literature

    hemingway, steinbeck, emerson

    pynchon too

    October 22, 2023

    Would be fun if Snapchat had inpainting

    maybe a project idea


    need to add text editing for canvas app, then it would be pretty much done

    chrome extension that changes page styling to early internet era vibe


    pictionary that makes photorealistic image from inpaint sketch

    October 17, 2023

    babe wake up new pg essay just dropped

    yet another banger

    October 15, 2023

    canvas solver is working pretty well

    need to add image cropping

    getting to a pretty usable point

    might share w/ a few ppl

    October 13, 2023

    finished Hackers & Painters (first book ive finished since august☹️)

    like halfway done with Confederacy of Dunces


    built v1 of canvas quiz app, but not sure how useful it will be once GPT-V api is out


    need new project, pytorch game is lacking in inspiration

    October 9, 2023

    I wonder what kinds of formats of text have stayed in the past

  • essays became blog posts
  • aphorisms became tweets
  • poetry became rap music
  • long form prose is still in books
  • October 7, 2023

    i should definitely be self studying more ML math in case


    if a startup condenses working life into a couple of years, what does condensing 4 years of school look like

    maybe 1.5 semesters?


    ideal way to spend rest of semester:

  • automate as much school as possible (gptv or build something similar)
  • 1/3 of the time self study ML math + stats
  • 2/3 of the time do side projects
  • time for reading is somewhere in there too
  • write an essay or two
  • become more active in ML club
  • need to cut the fat

    I am becoming complacent


    maybe I should posting on twitter more


    seems clear that the most contrarian/independent thinkers are also incredibly well-read

    https://www.unqualified-reservations.org/

    October 6, 2023

    is the most agentic version of myself in school right now

    October 4, 2023

    farcaster visualization is shipped and done

    that took way too long

    September 29, 2023

    visualization is live at:

    https://farcaster.tylercosgrove.com

    just have to add description and write post for website

    also want to post on twitter/farcaster

    September 27, 2023

    got search by name/zooming working

    farcaster vis probably 90% done

    would like to ship this week

    September 26, 2023

    app that takes any website and turns it into podcast would be so useful

    September 22, 2023

    farcaster vis is ~80% done

    might do a post on a cool geometry puzzle

    radius of a circle inscribed in unit circle and sqrt x

    September 20, 2023


    got leaflet working -> actually good performance

    tiles are in weird order though

    but very good progress

    need to start reading again

    the beginning of infinity is gonna take me 2 years at this rate


    current projects:

  • PyTorch game
  • Farcaster visualization
  • Go bot
  • QR code + SD
  • canvas quiz bot
  • no new projects until I finish ~2 of these

    September 19, 2023

    got visualization in matplotlib, hard part is getting it to look good/polished

    https://gdal.org/programs/gdal2tiles.html

    little side project would be to make sd QR code generator

    some of them are really cool

    September 17, 2023

    what are the élite institutions that filter for agency instead of intelligence?

    Maybe YC, but it focuses on a single business instead of the founders alone

    there should be a physical buildspace

    September 14, 2023

    all data preprocessing for farcaster visualization is done

    gonna move it to pc, then do training run

    might be able to start today, probably not though

    todos:

  • implement contrastive loss
  • figure out architecture of network(# layers, size of layers)
  • do training run

  • right now similarity is just based on # of replies, not account for recasts or likes

    will add that in the future

    September 10, 2023

    why is IQ the proxy for how smart someone is, when ability to have novel ideas seems more important?

    Who are the greatest minds in ~recent past?

    feynman's iq was supposedly just above average, yet it is universally agreed that he was incredibly smart

    Jobs and Musk's iq are "estimated" to be really high, but that is due to people correlating IQ with novel-ness

    the two could definitely be related but it's certainly not the rule

    people with very high IQ are going into Quant finance, not become writers/builders/artists

    there should be a way to quantify how contrarian someone is

    the point is that the greatest minds in history are known for creating new things and having new ideas, which doesn't seem to be concretely linked with IQ


    wonder if you can use ~TikTok as reward mechanism

    like how people will smoke a cigarette after being productive

    seems to be just as stimulating/addictive


    got local farcaster hub running

    going to make visualization of accounts based on interactions(since there is no following[i think])

    September 9, 2023

  • photos
  • music