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ARVEX
Syncing live signals, proof layers, watchlists and opportunity rankings.
ARVEX AI Research Lab
This page tracks ARVEX research ideas, score experiments, signal quality checks, timing studies and future model improvements without touching the live Clean V4 baseline.
Research Modules
8
Live Studies
3
Testing
2
High Impact Ideas
5
Research Queue
Research Roadmap
Now
Active
Collect fresh V4 signals without changing the active baseline during the clean evaluation window. This creates the first real V4 baseline.
Next
Waiting
After enough normal market days, check score buckets, source quality, sentiment and drawdown/runup behavior.
Then
Planned
Run multiple score versions in parallel and compare which version performs better before replacing the baseline.
Later
Research
Use data to decide whether each signal type works best over 1 day, 1 week, 1-3 weeks or 1-8 weeks.
Model Rules
Clean V4 stays untouched while data is being collected. New scoring ideas run as variants.
Every future model version must be compared on the same signals and same time windows.
We only promote a new score logic if it beats the baseline on meaningful sample size.