Release v2025.11.01

Release — commits since v2025.10.19

Release notes (only commits made since v2025.10.19):

• 5ea7e57 2025-11-01 | Arcticoder | Remove redundant "cd papers" in README; fix LaTeX typos in null_results.tex and remove extraneous References header
• da1f8d1 2025-11-01 | Arcticoder | Update README: clarify paper links, outputs, progress, and solver/script usage
• fa52c96 2025-11-01 | Arcticoder | Add Makefile targets for null-results and report; update README/docs for null-results, script paths, formatting, and status wording; make examples a package and fix imports in examples/refined_feasibility; ensure scripts add repo root to PYTHONPATH and add timing to benchmark output; add benchmark_results.json and optimized_vs_baseline figure
• 3598aba 2025-11-01 | Arcticoder | Fix README preprint links and python -c example formatting; remove author/date header from docs/SOLVER_PERFORMANCE_IMPROVEMENTS.md
• 5dc42c6 2025-11-01 | Arcticoder | Remove generated results/interface_validation.png
• 4a8bfdf 2025-11-01 | Arcticoder | Add related-papers analyses; remove deprecated setup.py; update README
• 5cd3e3c 2025-11-01 | Arcticoder | Add related-papers README; expand submission README; fix ξ/xi LaTeX formatting
• 9c3d6db 2025-11-01 | Arcticoder | Normalize script/report paths, deprecate setup.py, update docs/paper, add tests conftest
• 3b75d61 2025-11-01 | Arcticoder | gitignore: add docs/related_papers/source/**/* entry
• fbc977a 2025-11-01 | Arcticoder | Fix LaTeX typo in papers/null_results.tex: restore \title command (was "itle")
• 8ff99d2 2025-11-01 | Arcticoder | Remove uncited references from null_results.tex bibliography
• 8a14068 2025-11-01 | Arcticoder | Document Makefile, deprecate setup.py, clarify paper relationship, remove uncited references
• 761e77c 2025-11-01 | Arcticoder | Fix critical LaTeX errors, reorganize sections, fix script imports, improve figure layout, reference tables in text
• 563ba60 2025-11-01 | Arcticoder | gitignore: add docs/reference/**/* entry and fix missing newline at EOF
• 35dd8b3 2025-11-01 | Arcticoder | papers: fix title/Index Terms; add Experimental Roadmap, Timeline/Feasibility, and Theoretical Implications; update date
• fb938bc 2025-11-01 | Arcticoder | LaTeX: fix control sequences, add figures, format references, include tables appendix, and add limitations/conclusion
• e0303d9 2025-11-01 | Arcticoder | Papers: remove obsolete Markdown sources after LaTeX conversion (null_results and chapter fragments)
• c5df51b 2025-11-01 | Arcticoder | Make siunitx optional in null_results.tex for broader LaTeX compatibility
• b1b8f23 2025-11-01 | Arcticoder | Convert null_results to standalone LaTeX; remove redundant final_preprint wrapper
• a5f63f3 2025-11-01 | Arcticoder | Papers: replace markdown/pandoc wrapper with standalone null_results.tex and update docs
• 828a2f6 2025-10-31 | Arcticoder | Papers: standardize preprint name to null_results.md; add manuscript and LaTeX wrapper; update README and docs
• c392224 2025-10-31 | Arcticoder | Submission: add papers/submission/README with arXiv/Zenodo packaging instructions
• 31430be 2025-10-31 | Arcticoder | Sweeps: add broader sweep driver with optional GP surrogate (sklearn)
• 60c2b77 2025-10-31 | Arcticoder | LaTeX: add final_preprint.tex wrapper with graphics paths and .bib stub
• b2c608f 2025-10-31 | Arcticoder | Preprint: add appendix with κ_R tables and concise error budget; reference consolidated reports
• 40c6dde 2025-10-31 | Arcticoder | Docs: add papers/README and experimental proposal draft
• d8eda2a 2025-10-31 | Arcticoder | README: add guidance on interpreting κ_R limits and expected scaling
• da008d4 2025-10-31 | Arcticoder | README: add curvature–EM coupling (R·F^2) constraints section
• 5deb41a 2025-10-31 | Arcticoder | Add LaTeX wrapper for null results preprint
• 71db719 2025-10-31 | Arcticoder | Add unified report generator for analysis results
• fc73e27 2025-10-31 | Arcticoder | Add sweep modes for Ricci scalar and experimental precision
• a72da6d 2025-10-31 | Arcticoder | Expand preprint with comprehensive methodology and discussion
• 4059f9c 2025-10-31 | Arcticoder | Add curvature-EM coupling extension with exclusion limits

Notes / highlights

• Primary focus: paper preparation and packaging (standalone LaTeX preprint null_results.tex), README and documentation clarifications, and deprecating the old setup.py packaging workflow in favor of Makefile targets and explicit submission instructions for arXiv/Zenodo.
• Many LaTeX and content fixes to make the preprint compile reliably and be submission-ready (fixes to control sequences, titles, references, tables appendices, optional siunitx usage).
• Added tooling: Makefile targets for null-results/report, unified report generator, sweep drivers (with optional GP surrogate), and benchmark results/figures.
• Housekeeping: updated .gitignore entries, removed generated/obsolete artifacts, and normalized script/report paths.

(Generated automatically by local release script.)