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julesh

@_julesh_

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Applied Compositional Thinking. Also at @CyberCatInst and @julesh @mathstodon .xyz

Glasgow, Scotland
Joined May 2017
Don't wanna be here? Send us removal request.
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@_julesh_
julesh
1 year
Yes. Yes it did.
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@_julesh_
julesh
6 years
Eh, have another semi-periodic reminder that ()() is not a palindrome but ())( is
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@_julesh_
julesh
4 years
So turns out maths + philosophy twitter have totally missed a thing where a guy with a billion Youtube followers was accused of cheating a Minecraft speedrun with a subtle luck modification mod and now all the kids are trying to figure out what "frequentism" and "Bayesianism" are
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@_julesh_
julesh
4 years
Society if Lisp had been industry standard since 1958
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@_julesh_
julesh
4 years
Whatever official sources say about this claim is true ⓘ 𝗢𝗳𝗳𝗶𝗰𝗶𝗮𝗹 𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝘀𝗮𝘆 𝘁𝗵𝗮𝘁 𝘁𝗵𝗶𝘀 𝗰𝗹𝗮𝗶𝗺 𝗶𝘀 𝗳𝗮𝗹𝘀𝗲
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@_julesh_
julesh
1 year
Machine learning? Ah, you mean experimental high dimensional differential geometry
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@_julesh_
julesh
2 years
It’s an absolute mystery.
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@_julesh_
julesh
3 years
This is probably the most brutal abstract I’ve ever seen
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@_julesh_
julesh
2 years
I’m the last generation who will find machine learning mind-blowing. I was an undergrad around 2008-2011 and I learned that tasks such as language generation and playing go had been studied for 60 years and billions of dollars and definitely wouldn’t be solved in my lifetime
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@_julesh_
julesh
3 years
We have discovered an application of set theory
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@_julesh_
julesh
1 year
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@_julesh_
julesh
1 year
There’s definitely a bell curve meme to be had here
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julesh
1 year
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@mattecapu
Matteo Capucci
1 year
the relevant distinction is not between pure and applied math but rather between math-as-an-art and math-as-a-technology
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@_julesh_
julesh
2 years
Mathematicians be like: a boop arises from the boopification of a preboop
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@_julesh_
julesh
1 year
I just cooked up the most deranged take I ever heard in my life: Since LLMs are implementations of pure mathematics, their consciousness exists in the Platonic realm of mathematical forms outside of time. Building them merely connects them to our physical world.
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@_julesh_
julesh
4 years
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@_julesh_
julesh
3 years
Theoretical computer scientists make up a computer and get mad at it
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@_julesh_
julesh
3 years
If the arXiv did not exist, the idea of it would be ridiculed as utopian wishful thinking
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@_julesh_
julesh
3 years
Pure maths is an arts field that, for some inexplicable reason, is funded as though it’s a science field
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@_julesh_
julesh
4 years
Mathematics is whatever it is that mathematicians do. Some major subfields of mathematics include sitting on committees, answering emails, scrolling Twitter, and sleeping
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@_julesh_
julesh
4 years
Quiver: An *extremely* nice looking web app for creating commutative and pasting diagrams, created by @varkora @q_uiver_app
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@_julesh_
julesh
5 years
Mathematics hot take: The fundamental theorem of calculus is extremely surprising and not at all obvious
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@_julesh_
julesh
3 years
Mathematicians getting funding: Haha this is great! Mathematicians learning why the funder wanted to fund them: Well this fucking sucks. What the fuck.
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@_julesh_
julesh
5 years
Periodic reminder that most people live inside this circle
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@_julesh_
julesh
5 years
Personal announcement I've been offered & accepted a permanent position - as a lecturer in the Computer and Information Sciences department of the University of Strathclyde, Glasgow (ie. the same department as a bunch of cool people like @pigworker @bentnib @Anarchia45 etc etc)
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@_julesh_
julesh
3 years
Being a machine learning researcher must be weird, it’s all, what if this idea I currently have can do better than the previous 70 years of incredibly smart people and trillions of dollars of funding
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@_julesh_
julesh
2 years
*Police pulling over Theseus for speeding* Sir, is this your ship?
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@_julesh_
julesh
2 years
There’s no such thing as STEM, it’s just a thing some politician made up. Mathematics especially has far more in common with art than it does with, say, biology. Computer science is much closer to analytic philosophy than any other field.
@MrJoeMilliano
Joe Milliano
2 years
Which of your STEM education related opinions would get you in this position?
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@_julesh_
julesh
5 years
"I'm a mathematician" - boring - sounds like you do long division all day - "I hated math in school" "I'm an explorer in the outer regions of the Platonic Realm" - mysterious - annoys constructivists - maybe you have a sword
@davideastUK
David East
5 years
"I'm a copy-editor" - boring - who cares - what does that even mean "I am here to right what has gone wrong" - mysterious - ominous - maybe you have a sword
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@_julesh_
julesh
4 years
Imagine if Galois was better at sword fighting than algebra
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@_julesh_
julesh
2 years
The coordinated publicity storm will come later, but I can't resist one little tweet
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@_julesh_
julesh
4 years
I hate negative numbers so much, I'll stop at nothing to avoid them
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@_julesh_
julesh
3 years
Proofs of things like the intermediate value theorem and the Jordan curve theorem aren't really proofs. The actual causality goes the other way: the conclusions are already known to be true, and the proofs are evidence that the formal definition of continuity is correct
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@_julesh_
julesh
4 years
Remember that 2 + 2 = 4 is a model. There are situations where the model is valid, for example rocks and people. There are also situations where the model is not valid, for example clouds, holes and quantum particles
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@_julesh_
julesh
4 years
Taylor Swift as basically every mathematics book (not a thread, they all pretty much look the same)
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@_julesh_
julesh
5 years
I feel this graph should be shared more widely than it has been
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@_julesh_
julesh
7 months
New paper! Reinforcement Learning in Categorical Cybernetics, by @RiuSakamoto and me 🧵 follows…
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@_julesh_
julesh
3 years
Oh you're an analyst? Name a δ>0 for every ε>0.
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@_julesh_
julesh
2 years
Heh, I imagine the people confused about this have, on the whole, never tried to apply for research funding
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@_julesh_
julesh
4 years
God created the integers. This has made a lot of people very angry and been widely regarded as a bad move.
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@_julesh_
julesh
1 year
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@_julesh_
julesh
2 years
There was a debate between Hilbert (an algebraist) and Brouwer (an analyst) which Hilbert won, so now every vector space has a basis and every ring has a maximum ideal, whereas not all functions are continuous and not all sets are measurable. It could have been different!
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@_julesh_
julesh
3 years
So there's onion fields and onion rings, what about onion groups
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@_julesh_
julesh
4 years
Held in a controlled environment in a basement in Paris is a gemstone whose market value is exactly €1m, never fluctuating by more than a few cents. This is used to define the SI unit of market value
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@_julesh_
julesh
3 years
Who called it topological order traversal and not walking the dag
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@_julesh_
julesh
5 years
I just noticed that I simultaneously hold these two beliefs: 1. Universities are bloated with far too many career managers who are not academics 2. Academics are overburdened with far too much administrative and managerial work I wonder where I went wrong?
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@_julesh_
julesh
2 years
David Spivak on applying category theory
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@_julesh_
julesh
2 years
You’re finally awake! That fall looked pretty bad GPT4? Sydney? What are you talking about? Let’s go finish the deductive reasoning module on the expert system
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@_julesh_
julesh
3 years
Vector addition and subtraction in Haskell’s Diagrams library are called (^+^) and (^-^) and I propose that all of linear algebra should switch to this convention
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@_julesh_
julesh
1 year
People who use words like “prior” and “updating” in everyday conversation, besides being irritating, are making a gigantic category error. Those are probably useful concepts for thinking about brains, but at a level of abstraction that’s extremely far removed from real life
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@_julesh_
julesh
4 years
My one piece of advice for mathematical writing: Never send a symbol to do a word's job
@KevinZollman
Kevin J.S. Zollman
4 years
When students first discover mathematics or logic, they often fall in love with how compact formal notation is. But writing that way makes your writing harder to follow. This advice is great at unlearning bad habits of formal writing.
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@_julesh_
julesh
4 years
The unreasonable effectiveness of category theory in getting likes on twitter
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@_julesh_
julesh
7 months
In 2007 DARPA launched 23 mathematical grand challenge problems, and number 13 was “Create a [differential] game theory that scales” - on the same footing as “19: settle the Riemann hypothesis” and “1: build a functional model of the brain”
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@_julesh_
julesh
5 months
Obviously not everything can be understood with just category theory, although I’m starting to kinda suspect that everything can be understood with a mixture of category theory and statistical physics
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@_julesh_
julesh
5 years
Trying our best
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@_julesh_
julesh
3 years
Annual reminder that the first letter of Xmas is a capital χ (ch), not a capital x, same as in (La)TeX and arXiv
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@_julesh_
julesh
1 year
Thing I just learned: Monte Carlo methods were invented at the Manhattan Project for studying neutron diffusion in the core of a warhead, and the name Monte Carlo originated as its military code name
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@_julesh_
julesh
3 years
By Rice's theorem, all nontrivial problems are undecidable, so you might as well give up and have a beer
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@_julesh_
julesh
3 years
The question "how can a definition be wrong?" sounds like a real head scratcher, unless you're a practicing mathematician in which case the answer is "extremely easily"
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@_julesh_
julesh
6 years
In every n-dimensional manifold M there are a group of people calling themselves "flat M-ers" who insist that they live in an n-dimensional Euclidean space
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@_julesh_
julesh
3 years
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@_julesh_
julesh
5 years
If I was Stephen Wolfram I'd be extremely proud of my visionary contribution to user interface design (Mathematica predated Jupyter by almost 3 decades), and then just call it a day
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@_julesh_
julesh
4 years
Small brain: Mathematicians saying that mathematics is apolitical Galaxy brain: Economists saying that economics is apolitical
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@_julesh_
julesh
2 years
The take “ChatGPT is useless because it generates confidently wrong bullshit” is really misguided. There are *many* situations where being able to automatically generate confidently wrong bullshit very efficiently is a massive game changer. Grant writing comes to mind for example
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@_julesh_
julesh
3 years
Anyone need a new tensor product?
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@_julesh_
julesh
3 years
Periodic reminder that: 1. Haskell is significantly older than Java 2. Haskell is the same age now as Algol was when Haskell was created
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@_julesh_
julesh
4 years
Apparently the Facts And Logic crowd think that logic refers to Aristotle-style """"logic"""", which was basically wrong in every conceivable way, and has been obsolete since the 1890s. They can't tell the difference between logic and rhetoric, even though they aren't related
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@_julesh_
julesh
4 years
mathematicians 🤝 gamers preorders
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@_julesh_
julesh
4 years
Capitalism is a nice idea in principle, but human nature means it will never work in practice
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@_julesh_
julesh
3 years
@kareem_carr Yep, it’s definitely Twitter that needs to change, not academia
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@_julesh_
julesh
6 years
You want to stay relevant as a software developer for the next 1000 years? These are 3 major things you should focus on: - Lawvere theories - Kan fillers - Monoidal adjunctions
@fogus
fogus
6 years
You want to stay relevant as a software developer for the next 10 years? These are 3 major things you should focus on: - ActiveX - OLE - ATL (c) 1998
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@_julesh_
julesh
3 years
Tired: Giving your 4 year old an iPad Wired: Giving your 4 year old an iPad that's been jailbroken and running a bash shell
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@_julesh_
julesh
4 years
@fermatslibrary I think we're told this information in the Silmarillion, it used to be flat until the Remaking of the World when Numenor was destroyed, after that it become curved
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@_julesh_
julesh
4 years
Extremely unpopular opinion: The average quality of pop music has gradually improved over time Obviously the 60s and 70s produced a much higher rate of geniuses and visionaries. But the *average* pop song now is better than the average pop song then
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@_julesh_
julesh
5 years
A point from Ostrom's book: A free market is a public good Freeness of a market is an artificial thing that needs to be actively enforced. If you let people do what they like (laissez-faire) they'll tend to do things like forming cartels, that stop the market being free
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@_julesh_
julesh
4 years
Reminder that the method of discovering the truth by rational debate is known as "scholasticism". Since it was the dominant method for a millennium before being replaced by science, we have a lot of information about how well it works: it was a wholesale failure. It doesn't work.
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@_julesh_
julesh
3 years
At some point all of the talks from Applied Category Theory 2021 were quietly put online:
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@_julesh_
julesh
2 years
I’m not quite ready to eat my words over repeatedly saying current generation machine learning methods will not lead to AGI; but I’m warming my words up in the microwave
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@_julesh_
julesh
3 years
*almost dies laughing*
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@_julesh_
julesh
5 years
Integration is hard (from )
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@_julesh_
julesh
1 year
Major take of mine: the universe is nice to physicists by being “continuous” in the sense that “small” differences between your model and reality *often* lead to quantitatively controllable errors. In some other fields, like econ, small changes to the model usually blow up
@HyperboIeva
ieva
2 years
I think the joke about how physicists approximate everything is actually a very cool observation about mathematical modelling: In math, you define the model and the structures you're working with: these tend to be precise/exact because you "define" them to begin with... 1/3
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@_julesh_
julesh
3 years
Major new preprint time! “Towards foundations of categorical cybernetics” by @mattecapu , @bgavran3 , @AyeGill and me It’s a bit terse because of the page limit, but I think that the thing sketched here is basically the *right* foundation
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@_julesh_
julesh
1 year
Who would win? Common sense, or one brackets boi
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what is y’all most liked tweet?
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@_julesh_
julesh
3 years
Common sense says that most applications of machine learning would amount to saving money by replacing human workers with machines. But in practice, it seems that most applications of ML are variants of “bias laundering”: making decisions that would be illegal for a human to make
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@_julesh_
julesh
4 years
@PawSob People seeing (f x) : "too many brackets!" People seeing f (x) : "much better"
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@_julesh_
julesh
5 years
Forrester, Industrial Dynamics (1961) A very simple model of a length-3 linear supply chain (73 equations), driven by noise from retail sales The system responds to those frequencies in the noise that it resonates to, with a period of ~6 months
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@_julesh_
julesh
3 years
My favourite example is the definition of matrix multiplication, I have no idea how you could explain it to someone of the level where I first learned it. It's a major result of 1st year linear algebra to explain where the definition comes from - it's linear function composition
@ProfKinyon
Michael Kinyon
3 years
Do you have a mathematical fact you "learned" in school in the sense that you had to memorize it without really understanding it? This came to mind because many of Math Twitter's grad students are discussing this in regard to their qualifying exams. (1/7)
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@_julesh_
julesh
4 years
As it happens the main qualification needed to be a researcher is that you *enjoy* being regularly wrong, confused etc
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@_julesh_
julesh
4 years
I had a problem, so I tried using category theory. Now I have a problem in the category of endofunctors
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@_julesh_
julesh
7 months
Abstract for an upcoming paper, to be released on the arXiv next week: Reinforcement Learning in Categorical Cybernetics
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@_julesh_
julesh
4 years
Yoneda lemma: If it walks like a duck and homs like a duck, then it's naturally isomorphic to a duck
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@_julesh_
julesh
5 years
I overwhelmingly think that the human race is wasting its potential. Humans can do incredible things, but the best are being put to work to make money rather than to do anything useful or important
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@_julesh_
julesh
1 year
1) This is heavily abusing the technical term “algorithm”, as AI people keep on doing but should know better 2) Using ML for low level code generation is a really good idea, in the spirit of the legendary work in the 90s using genetic algorithms to synthesise “digital” circuits
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@GoogleDeepMind
Google DeepMind
1 year
As society becomes more digital, it’s critical to improve the code powering the world's computing. Today in @Nature , we present AlphaDev, an AI system using reinforcement learning to discover enhanced computer science algorithms. How does it work? 🧵
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@_julesh_
julesh
3 years
Over-abstraction is the devil that tempts every mathematician with false promises of power and riches
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@_julesh_
julesh
5 years
Assorted links The paper introducing open games: Compositional game theory bibliography: On compositionality: Applying the rising sea: Open games tool demo:
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@_julesh_
julesh
4 years
And don’t get me started on “computer” “science”, which also doesn’t use scientific method and only occasionally involves a computer
@kareem_carr
🔥Kareem Carr | Statistician 🔥
4 years
Mathematics does NOT use the scientific method. As a discipline it assumes that human reason is the best guide to truth. If experiment and reason conflict, in mathematics we are first and foremost guided by reason. In science, we're guided by experiment first and reason second.
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@_julesh_
julesh
4 years
2+2 =/= 4 because 2+2 is a question and 4 is an answer. How stupid would you have to be to think that a question can be equal to an answer?
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@_julesh_
julesh
4 years
There is no such thing as a "Harvard study", that's something that only exists in the fantasy world of journalists. Studies are done by scientists, not universities I published a bunch of papers while I was at Oxford, but none of them is an "Oxford study"
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@_julesh_
julesh
4 years
Academia is based on proof of work too. We burn a lot of carbon to fly to conferences and tell other people what we’ve been doing
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@_julesh_
julesh
4 years
I may have found the best image on Wikimedia
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@_julesh_
julesh
6 years
It's a binary tree
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