1. Before you decide
Future hook — see the impact before you decide.
Seal your first fork. →Stress-test verification — then Arrival when reality lands.
See the impact before you decide.
Impact first. Decision second.
Seal the fork before reality arrives. Arrival adjudicates — TESTED or UNTESTED.
Two futures can look fine in a slide. Axiom Future seals a stress-test verification before you commit — under competing stresses you declare. Sealed evidence under stresses you declare — verified by you. Not a guess. Not a backtest.
Seal your first fork. View bound packs Request a sealed evidence pack
Workbench stress-tests against past data. Future stress-tests before reality arrives. Same court. Different temporal anchor.
How would Future help me?
- You’re about to change the system — and you don’t want to learn the cost in production.
- Two futures look fine in a slide; you need both sealed before you choose.
- Stakeholders will ask what holds under stress — not what the model hoped.
Four ways in
2. What already ran
Workbench — past-observed stress-test. Sealed at source.
Axiom Workbench →3. Full stack
One Axiom — same court, different temporal anchor. Stress-test verification — then Arrival when reality lands.
How the stack fits →4. Explain
Declare → seal → wait → reality → TESTED / UNTESTED. No hash-chain how-to. No policy IDs.
Plain how it works →What this class is
| Class | Asks | Trap |
|---|---|---|
| Backtesting | What would have happened on the past? | Rear-view · regime shift kills it |
| Forecasting / AI prediction | What’s the % chance of X? | Guesses · not sealed evidence of your system under stress |
| Axiom Future — stress-test verification | Under the competing stresses that matter, what holds — and what’s really the problem — before you commit? | Only as strong as the stresses you declare · does not replace your decision |
Monte Carlo guesses. Backtests reminisce. This seals the stress-test before you commit — you still choose.
Sealed example plots
From the sealed pack on disk — evidence pictures, not a method tutorial. Request a sealed evidence pack for your own stresses.
Decision plane
Competing stresses on the same observed series — sealed picture from the pack.
Open SVG → · PNG
Metric waterfall
Sealed metric picture from the pack — scenario-evidence; empty scorecards where diligence is Carl-gated.
Open SVG → · PNG
Cryptographic chain
Receipt / CSV / manifest prefixes — verify yourself.
Open SVG → · PNGNext: Arrival
After you seal — see what happens when reality lands.