Validation
Validated, not assumed.
CrowdAlpha is built for profit-driven workflows, but we do not claim guaranteed alpha. We quantify value with out-of-sample backtests, lead-time distributions, and false-positive control.
Is the formula random?
No. It is a rational signal-engineering heuristic designed for profit-oriented workflows. But it is not alpha by default. Value is measured with out-of-sample backtests, false-positive control, lead-time distributions, and baseline comparisons.
What to monitor
- Lead time distribution
- False positives per day
- Baseline comparison vs naive sentiment
- Stability across train/test time splits
CrowdAlpha is built for profit-seeking desks and funds. Outputs are analytical signals, not financial advice, and do not guarantee performance.