Open the model.
Source code. Frozen inputs. Exact outputs. Tests and corrections. Original 801 code is MIT licensed; third-party data retain their source terms.
Reproduce the published output.
Python 3.10+ and its standard library. No account, API key or network connection needed after downloading. Node.js 18+ runs the browser-math check.
python3 inflation_model.py inputs/oct24 reproduced-cpi.json python3 verify_release.py reproduced-cpi.json python3 reproduce_scores.py published/officials.json python3 -m unittest discover -s tests -v node tests/test_browser_math.mjs
The verifier compares every CPI horizon, probability bucket, evaluation row and quote transform against the frozen website output. It also checks the release’s SHA-256 inventory. File timestamps may change after extraction; frozen source retrieval times remain in the original output.
What the numbers mean.
The CPI baseline is an independent statistical prediction. Election prices come from market contracts. The election engine and 2028 examples use invented inputs. Score effects are untrained sensitivity assumptions, defaulting to zero. Policy and debt outputs are calculations under explicit assumptions. Financial Grift evidence remains unverified; missing scores stay missing.
Read the model card, source attribution, MIT license, corrections and release checksums.
Preserve releases after outcomes arrive. Add a separately versioned correction or results audit. Local hashes establish byte integrity; public version history records publication and subsequent changes.