you might like https://en.wikipedia.org/wiki/Noether%27s_theorem

Related work:

Interpreting Modular Addition in MLPs https://www.lesswrong.com/posts/cbDEjnRheYn38Dpc5/interpreti...

Paper Replication Walkthrough: Reverse-Engineering Modular Addition https://www.neelnanda.io/mechanistic-interpretability/modula...

And more recently, [Language Models Use Trigonometry to Do Addition](https://arxiv.org/abs/2502.00873)

hume.ai specializes in expressive prosody for TTS (disclaimer - I work here)

Time to first token is as important to know for many use cases, rarely are people reporting it

See here for our TTFT metric benchmarks: https://artificialanalysis.ai/models/llama-3-1-instruct-70b/...

this is nuts

We think so too, big things coming :)

www.juicelabs.co

+1, had the fortune to work with him at a previous startup and meetup in person. Our convo very much broadened my perspective on engineering as a career and a craft, always excited to see what he's working on. Good luck Simon!

Had this exact problem (Heroku Postgres to RDS) at my old co. Data migration went as bad as it possibly could (dropped indices, foreign keys, everything but the data itself). This would have saved us months of pain.

https://hootdoogs.com/ - "find food between you guys"