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MathCode, Mathematical Coding Agent (math-ai-org.github.io)
muds 6 hours ago [-]
Interesting work. Is this a wrapper around the AUTOLEAN project (https://github.com/T3S1AMAX/autolean)?
eisbaw 6 hours ago [-]
the tricky bit is ensuring your inaccurate plain english statement is captured and formalized correctly as lean.
bayesnet 2 hours ago [-]
I’ve written a lot of Lean for economic modeling (so take this with the caveat that it’s not frontier-level mathematics research) but I think this problem is overstated. If you follow good engineering standards—keep primitives composable and design abstraction well—it’s not so hard to understand enough Lean to ensure the formalized statement is correct.

In part this is possible because mathlib is very well-designed and has a very good API (in no small part because they’re willing to make breaking changes all the time), so building on top of it makes life much easier.

wanderlust123 39 minutes ago [-]
What kind of economic modelling uses Lean?
owlbite 6 hours ago [-]
Interesting, but I don't see any licensing terms, which means I can't touch it in a commercial setting.
jrflo 4 hours ago [-]
What commercial setting do you want to use a Lean theorem-proving agent in?
ljwoods2 2 hours ago [-]
a2ff6eeb0 4 hours ago [-]
It's AI generated, so licensing terms are unenforceable.
a2ff6eeb0 2 hours ago [-]
Or, more accurately: it's not possible to apply copyright to generated code; if you don't release it, it's a trade secret, but if you do, people can use it how they please.
homarp 8 hours ago [-]
A terminal AI coding assistant with a built-in math formalization engine — describe a problem in plain language and it converts it into a Lean 4 theorem and attempts a formal proof.
seunosewa 7 hours ago [-]
Could you provide a practical example?
rawland 6 hours ago [-]
There is one in the quickstart:

    mathcode -p "prove that the square of an even number is even"
https://math-ai-org.github.io/mathcode/#quickstart - if you look very closely, the screenshot at the top actually shows the output (and the solution).
philipfweiss 4 hours ago [-]
Maybe consider an integration with theoremdb.org?
fractorial 4 hours ago [-]
To be clear, I am deep into auto-research, but hooking up slop to slop is just unlikely to produce anything valuable.

Value is in how maths is communicated: The process, frustrations, triumphs, etc.

We have to able to take generated formalizations from “it compiles” to “it is correct” before crystallizing them.

andxor 2 hours ago [-]
> hooking up slop to slop is just unlikely to produce anything valuable

Do you have a formal proof of that?

skew-aberration 12 minutes ago [-]
Premises: Garbage in implies garbage out (first principle of computer science) The input is possibly, but not necessarily garbage (definition of slop)

By the standard methods of modal logic, it follows that it is possible that the output is garbage and therefore slop by definition. QED.

tizerluo 20 minutes ago [-]
[flagged]
129387 6 hours ago [-]
[dead]
eisbaw 6 hours ago [-]
git clone is slightly faster
gumby 6 hours ago [-]
And doesn’t use as many tokens, at least for now.
black_knight 4 hours ago [-]
I just replaced git clone with a script which fetches the README.md and sets of a fleet of agents to do a cleanroom reimplementation.

Lets me ignore the LICENSE.md file, and use how I want.

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