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FABLE Evidence Lab

The research layer that keeps the product honest.

FABLE is the local proof system behind Galaxy Sports Edge. It connects source rights, claim review, model uncertainty, drift checks, and AWS cost gates before a claim reaches a public surface or a cloud action reaches an account.

Source rights

01

Every input gets a use boundary.

The source registry records what a feed may support, what it cannot support, and which owner or legal review is still needed before reuse.

Claim ledger

02

Claims are sorted before they ship.

Public statements are marked as proven, partial, unsupported, false, blocked, or owner-gated so the site does not drift into unsupported copy.

Uncertainty

03

Weak spots move into review.

Least confidence, tight margins, and entropy push examples into a local review queue before the product speaks too loudly.

Drift and parity

04

Model behavior gets stress checks.

Population drift, divergence, chi-square checks, and football segment parity tests keep evaluation attached to the data that produced it.

AWS gates

05

Cloud action is blocked by default.

Deploys, paid resources, destructive changes, wildcard IAM, production traffic, and cross-account actions require explicit approval and a dry-run path.

Demo artifacts

06

Research stays reproducible.

The public forensic demo runs from a fixture. Synthetic Clean Rooms examples stay synthetic until a real partner, rights review, and budget exist.

Checked-in ledger snapshot

The page now reads the local evidence record.

This summary is generated from the repository's FABLE claim ledger, source-rights registry, AWS default-deny gates, and fixture-only forensic demo. It is a local artifact snapshot, not an AWS account status report.

Ledger generated Jul 03, 2026

Claims tracked

21

15 high-risk claims are explicitly classified.

Guarded claims

14

Unsupported, false, and blocked claims stay out of public copy.

Owner gates

10

Claims requiring owner or legal review before any stronger wording.

Source registry

13

8 sources still require an owner decision.

AWS storage

4/13

Sources whose current registry status allows AWS storage.

Default gates

Blocked

Deploys, paid resources, and paid-model decisions default off.

Claim statuses

Proven
6
Partially proven
1
Unsupported
8
False
5
Blocked
1

Source risk

None
2
Low
4
Medium
1
High
5
Unknown
1

Fixture demo

Fixture fixture-nfl-public-001 reports a local probability delta of 0.11. The uncertainty flag is on.

Evidence validation: all checked local validators pass.

Current owner-gated items

CE-LEGAL-002unsupported

Legal review would be required before any cleared-language claim.

CE-AWS-002false

Owner approval, budget cap, credentials, and release-control record required before any live AWS work.

CE-AWS-003false

Treat AWS labeling as research-only until owner approval and source rights review.

CE-MCDROP-001blocked

Owner must approve ML runtime before implementation.

Local evidence commands

These checks run without paid cloud services. They are designed to fail loudly when a claim, source, AWS gate, or demo artifact drifts away from the evidence record.

  • npm run fable:evidence
  • npm run fable:claims
  • npm run fable:sources
  • npm run fable:aws-gates
  • npm run fable:demo

What this page does not claim

  • No live AWS setup is implied by this page.
  • No paid model call, deploy, DNS change, or production traffic action is required here.
  • No source data is moved to AWS unless source rights and owner approval allow it.
  • No sports outcome is promised. The work improves evidence discipline, not certainty.

Why it matters

The edge is operational discipline.

Sports intelligence products usually fail when the public story runs ahead of the evidence. This page makes the opposite path visible: source permissions first, claims second, local checks third, and owner-gated cloud work only after a written reason exists.

Sports wagering is real risk. Only stake what you can afford to lose without changing your week. If you or someone you know has a gambling problem, call 1-800-GAMBLER.