With the new Tantoryn AI website live, it's worth stating plainly what is actually running today, in one place: the full decision pipeline — market data, candidate generation, ML evaluation and an independent risk/lifecycle gate — runs continuously against live markets. Every trade produced is virtual. Real-money order execution is disabled.
The Telegram-facing layer is active: the public channel receives updates, and users can request reporting on observed virtual-trading history.
What is still research: the ML evaluation architecture itself remains active research. A bounded, evidence-based cycle to compare candidate models and methods has completed under frozen, leakage-safe rules with independent audit — completing that cycle does not authorize Production promotion, which remains a separate, explicitly unauthorized decision. No model has been approved for Production trading.
We're publishing this now because 'early public beta' should mean something concrete, not just a badge on a hero section. The Status page will keep this current as the project moves forward.