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Tai-Danae Bradley @math3ma

Ps. 148 • mathematician at SandboxAQ • blogger at Math3ma • visiting prof at TMU Math3ma Institute: @math3ma_inst

Joined August 2014
  • Tweets 2,187
  • Following 39
  • Followers 19,472
309 Photos and videos
I recently had the chance to record a convo with @littmath about math and AI. It was great hearing a little about his workflow, some current best practices, and more. Excited to try out some new things myself, now!
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Link to convo: youtube.com/watch?v=eIxSkR40…

A Glimpse into the AI Era of Math with Daniel Litt | fAQ podcast S3 E6

In this episode of the fAQ Podcast, host Tai-Danae Bradley sits dow...

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Not too long ago, my collaborators and I wrote a preprint on the problem of uploading classical data onto a quantum computer, from a more mathematical (& category theoretical) perspective. I finally got around to blogging about the ideas. New series is up! math3ma.com/blog/what-is-a-g…

What is a Good Quantum Encoding? Part 1

Over the past couple of years, I've been learning a little about the world of quantum machine learning (QML) and the sorts of things people are thinking about there. I recently gave an high-level...

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Here's the preprint: arxiv.org/abs/2412.17772
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Tai-Danae Bradley retweeted
Quanta Magazine
@QuantaMagazine
9 Apr 2025
The mathematician Tai-Danae Bradley is using category theory to try to understand how words come together to make meaning. Read Joseph Howlett’s interview: quantamagazine.org/where-doe…

Where Does Meaning Live in a Sentence? Math Might Tell Us. | Quanta Magazine

The mathematician Tai-Danae Bradley is using category theory to try to understand both human and AI-generated language.

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Tai-Danae Bradley@math3ma
1 Feb 2025
10 years ago today, I launched the Math3ma blog. At the time, I wasn’t sure the site would resonate with anyone, but I’ve been amazed by all that’s happened over the past decade! To celebrate, here’s a new post on category theory and language models 🥳math3ma.com/blog/magnitude-e…

Magnitude, Enriched Categories, and LLMs

It's hard for me to believe, but Math3ma is TEN YEARS old today. My first entry was published on February 1, 2015 and is entitled "A Math Blog? Say What?" As evident from that post, I was very unsure...

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Okay sure, here's a thread on our preprint 🧵arxiv.org/abs/2501.06662 It's a blend of two existing ideas in category theory: 1) magnitude and 2) a (generalized) metric space associated to an LLM. I'll say a little about each, and how we relate them.... 1/
Reuben Marks@ReubenMarks5
15 Jan 2025
Replying to @math3ma
How about a short thread 🧵 in the meantime?
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Oh, and so far, there are 100 papers on magnitude, which is pretty neat. Tom Leinster is keeping track on his website — check out more here! maths.ed.ac.uk/~tl/magbib/ And here: golem.ph.utexas.edu/category… 18/
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We wrote our preprint to (hopefully) be self-contained, so you don't really need to know about category theory to follow it. But hopefully this thread is a little helpful, too. 19/19
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