Fix the target
Set the data, metrics, and thresholds before the run.
01 / 08
Intelligent Lab eXperiment Yielding Research
Evidence before
execution.
In ilXyr, each research claim has a test with rules set in advance. Every result stays on record. The evidence shapes the next question.
↓02 / 08
The foundation
Start with
a clear plan.
Record the forecast
Save each prediction before the results arrive.
Keep every result
Use each result to guide the next decision.
03 / 08
The product
A system for
clear experiments.
Save the question, method, data, seeds, budget, and limits.
Check the forecasts, funding, roles, security, and executor.
Check the result and add the evidence to the ledger.
04 / 08
How it works
Follow one
experiment.
- 01Propose
- 02Freeze
- 03Forecast
- 04Fund
- 05Admit
- 06Run
- 07Settle
Spend approval is a separate step. Settlement adds the run to the evidence record.
05 / 08
The method
Fixedexperiment plans
Clearapproval rules
Traceablefiles and results
Measuredforecast accuracy
The main record is a clear change in what the lab knows.
06 / 08
The dated program
Build small models
with clear claims.
Registry as of 2026-09-01. Snapshot built 2026-09-24.
07 / 08
Registry decisions · source date 2026-09-01
See the stage
of each listed decision.
08 / 08
Open protocol · Rust 1.85+
Try ilXyr.
cargo build
cargo run -p ilxyr-cli -- init .
cargo run -p ilxyr-cli -- verify .