Betting and Odds Lab

Plain-language user guide

How to use Odds Lab

Compare market-implied probability, KELLY's evidence posture, reality settlement, and calibration without letting public users write ground truth.

Workflow

Use the lab in five moves

  1. Choose a proof preset that matches the question you care about.
  2. Ask KELLY inside this lab to get the sector-specific response without leaving the page.
  3. Inspect the live forecast showcase and proof-route status before trusting the output.
  4. Open the Glass Lab artifact target to trace source, proof, replay, and settlement evidence.
  5. Open the full Ask KELLY app only when you want the broader cross-sector conversation.

Artifact spine

The required proof path

actively_checked_or_pending

Source

Approved data feed, document, event, price, weather, policy, research, or odds source.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Asource

actively_checked_or_pending

Observation

A tagged fact candidate KELLY can inspect without trusting blindly.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Aobservation

actively_checked_or_pending

Hypothesis

The causal question, bridge, or forecast KELLY wants reality to test.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Ahypothesis

linked_when_kelly_emits_receipt

Proof receipt

The evidence packet that explains what KELLY saw and why it moved.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Aproof

linked_when_kelly_emits_receipt

Replay

The reconstruction path that proves the chain can be rebuilt later.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Areplay

linked_when_kelly_emits_receipt

Settlement

The reality-close record: what happened, when, and from which authority.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Asettlement

linked_when_kelly_emits_receipt

Calibration

The score that separates accuracy from confident language.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Acalibration

linked_when_kelly_emits_receipt

Memory eligibility

A replay-backed candidate that may influence future KELLY work.

Glass Lab target

https://glass-lab.up.railway.app?artifact=betting-odds%3Amemory

Proof presets

High-value forecasts this lab is built to inspect

24 hours

24-hour line movement proof

Which monitored odds line is most likely to move materially before close?

Why this matters

Short-term proof that KELLY can spot source pressure before reality settles.

Reality signal

opening line, closing line, injury/news source, final result, calibration

Open proof target
7-30 days

Market-vs-KELLY divergence

Where does public market belief diverge most from KELLY's evidence chain?

Why this matters

Medium-term proof that KELLY can separate consensus from causal evidence.

Reality signal

odds drift, source receipts, KELLY forecast delta, settled outcome

Open proof target
season / long arc

Calibration edge watch

Does KELLY stay better calibrated than market confidence over repeated settlements?

Why this matters

Long-term proof that KELLY improves by tracking reality, not by sounding confident.

Reality signal

Brier trend, settlement receipts, replayable calibration trail

Open proof target

Source families

What KELLY watches

  • The Odds API
  • official league schedules and results
  • settlement feeds
  • KELLY replay receipts
  • calibration history

Proof standard

What makes it trustworthy

  • Market odds and KELLY forecast stay separate.
  • Every settled outcome needs a source receipt.
  • Calibration matters more than confident language.
  • Public users inspect and ask; they do not write ground truth.

Boundary

What this is not

This is not betting, gambling, financial, or investment advice. It is a read-only probability and proof interface.

Every displayed forecast must link to Glass Lab or clearly say the artifact is pending.

User controls

Export, delete, location, feedback

Use Causalea Settings for browser-local export/delete, private coarse location, appearance, and feedback. This lab does not store precise coordinates and does not let public users write KELLY Prime.