From Newsgroup: comp.lang.prolog
Hi,
Maybe somebody should tell Macron that there is
a Stargate project now. Instead using TurdPit for
human Trial & Error of chipmunks, Lean prover from
Microsoft has some interesting projects actually:
LeanDojo (Stanford / Meta AI collaborators)
Turns LreareCn into a reinforcement learning environment for LLMs.
Train AI to interact with the LreareCn prover like a human.
https://github.com/lean-dojo/LeanDojo
ProverBot9001
A transformer-based model that learns to generate
LreareCn proofs. Focused on learning from LreareCn's mathlib
and applying fine-tuned techniques.
Uses encoder-decoder LLMs and proof search.
Autoformalization of Math
Stanford, OpenAI, and DeepMind folks have tried
autoformalizing math text (LaTeX or natural language)
into LreareCn. Ongoing effort to turn the rCLarxiv math paperrCY raA
rCLLean formal proofrCY into a pipeline.
GPT Agents for Lean
Some work on tool-augmented LLMs that run LreareCn, read
the output, and continue the proof.
Think: GPT as an agent in a loop with LreareCn rCo tries
a tactic, checks result, adapts.
Experimental, but shows promise.
Mathlib + tactic-state datasets
Hugely valuable structured data from mathlib for
training and evaluating AI models. Models can learn
by seeing before-and-after proof states. Some teams
are working on LLMs that can select the next tactic
by learning from these states.
Have Fun!
Bye
Mild Shock schrieb:
Hi,
Maybe they should double check what
modern compilers do or what modern IDEs
to in object orient programming languages.
How it started:
How to Make Ad Hoc Proof Automation Less Ad Hoc https://people.mpi-sws.org/~beta/lessadhoc/
How its going:
Optimizing Canonical Structures https://inria.hal.science/hal-05148851v1/document
The original paper termed canonical structures,
it has a nice visa |a visa. rCLType ClassrCY Programming
versus rCLLogicrCY Programming,
giving it a less functional programming
spin. But hell wasn't there Prolog++ already
in the past?
The newest paper shows new style of research,
citing garbage tickets from TurdPit inside
a paper, and just listing some further
untested and shallow research Turds. Kind
of institutionalize Trial & Error. They could
equally well shoot their own Foot and
then jump in circles.
Bye
--- Synchronet 3.21a-Linux NewsLink 1.2