Research & science

Job Runs econometric forecast-evaluation tests on synthetic fixtures, recording p-values and refusals with no advice.

Scope limit synthetic fixture forecast-evaluation statistics only; no investment-related actions, live market data, track record, or performance claim

Job Replays imported quant market math on test rows, with duplicate retention and seven refusals.

Scope limit This is deterministic fixture evidence for copied quant helpers only; it is not live prediction-market-level conclusions, not provider truth, not forecast correctness, not investment-related actions, not external model access, and not launch-scope decision.

Job Runs a copied market-dashboard reader to catch broken links, stale feeds, and trading overclaims.

Scope limit This is fixture-bound read-model, freshness, and relation-grouping evidence only; it is not live market-level conclusions, not investment-related actions, not external model access, not launch-scope decision, and not whole-system correctness.

Job Records which model features drove an answer, each tied to checkable evidence.

Scope limit It validates only the declared public circuit-attribution runtime-result record contract. It excludes model-transparency product claims, live model access, export of private weights/raw activations/proprietary prompts/hidden chain-of-thought, external model access, benchmark claims, or public sharing/launch.

Job Replays six what-if robotics scenes to show what a spatial prediction claim is built from.

Scope limit It validates only the declared public contract of synthetic spatial counterfactual-replay metadata rows. It is evidence for inspectable replay rows and limitation labels, not for real-world spatial accuracy, simulator-product validity, media-only authority, operational deployment, service distribution, or scope decisions.

Job Audits whether a paper-replication claim carries the full evidence trail.

Scope limit It validates the shape and presence of synthetic replay metadata and result record references only - it does not run any experiment, metric script, or rerun, excludes any claim that a paper was actually replicated, that a benchmark claims was achieved, or that the underlying science is correct, and it never calls providers, exposes private paper/data bodies, or authorizes public sharing or launch.

Job Replays a self-driving lab loop as records, with safety gates and no real chemicals, robot, or lab.

Scope limit It documents projection and replay mechanics only and excludes wetlab protocols, hazardous synthesis steps, reagent amounts, controlled/bioactive targets, robot commands, live assay data, discovery claims, benchmark claims, external model access, or any judgment of domain/chemical correctness.

Job Replays a forecast against the discipline a careful predictor would have to defend.

Scope limit It exercises projection mechanics on a synthetic, invented packet only. It does not establish forecasting correctness or accuracy, give trading/financial/investment-related actions, call live market data or providers, publish predictions, claim any performance or track record, import non-public data, or include launch operations.

Job Fills in facts from simple recipes and records a clear error when one points at missing data.

Scope limit The bundle demonstrates registry-backed JSON-pointer, glob-count, and git-backed callable fact providers with provider failures represented as error rows. It is not a doctrine truth auditor, not a full source registry export, not semantic claim validation, and not launch-scope decision.