Skip to content

Add Verantyx v6: LLM-free symbolic reasoning engine for HLE#29

Open
Ag3497120 wants to merge 1 commit into
zzli2022:mainfrom
Ag3497120:add-verantyx-v6
Open

Add Verantyx v6: LLM-free symbolic reasoning engine for HLE#29
Ag3497120 wants to merge 1 commit into
zzli2022:mainfrom
Ag3497120:add-verantyx-v6

Conversation

@Ag3497120
Copy link
Copy Markdown

What is Verantyx?

Verantyx v6 is a purely structural reasoning engine (no LLM problem-solving) that achieves 3.80% on Humanity's Last Exam (HLE) — a PhD-level benchmark of 3,000 questions.

Why it belongs here

  • Relevant to System 2 reasoning: uses deliberate, step-by-step structural verification
  • Uses CEGIS (Counterexample-Guided Inductive Synthesis), SymPy, and Z3 for formal proofs
  • Novel atom-based fact matching (3ms vs 3-5s for LLM classification)
  • Every answer comes with a full audit trail
  • Complements the existing HLE paper entry in Part 10

Repository: https://github.com/Ag3497120/verantyx-v6

Verantyx v6 is a purely structural reasoning engine that achieves 3.80%
on HLE without any LLM problem-solving. Uses CEGIS, SymPy/Z3 verification,
and atom-based fact matching instead of neural inference.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants