Prepared by: Amey Thakur
All research, analysis, and submission artifacts for the SAIR foundation challenge.
Technical foundational research.
- research.md: Technical analysis of magma theories and model bottlenecks.
- problem_analysis.md: Audit of Stage 1 problem subsets.
- competition_overview.md: Rules, benchmarks, and submission requirements.
Submission tools and prompt templates.
- magma_cheatsheet.md: Optimized 10 KB cheatsheet (~8.2 KB).
- complete_prompt.template: Canonical prompt template for Stage 1.
Python tools for structural analysis.
profile_datasets.py: Complexity profiling script.process_runs.py: Model performance mining script.
Raw source data and external dependencies.
equational_theories/: Lean 4 project by Terence Tao.equational-theories-selected-problems/: SAIR problem subsets.equational-theories-benchmark/: Model run benchmarks.
Prepared by: Amey Thakur
Status: Stage 1 Ready