FINANCIAL
FRONTIER.
Markets may hide regularities. Our job is to test them—not to promise returns.
An independent Margaryan Labs research track. Mathematics, reproducible experiments, negative results, and explicit limits. Only validated methods may reach VETO.
Beyond signals.
Testable questions.
Connect market evidence, falsifiable hypotheses and an experimental workbench. Research never receives live trading authority automatically.
What does the research actually show?
Shares of published study statuses, not a strategy win rate or investment return.
Questions we don't yet know how to answer.
Every hypothesis leaves a trace.
This is an editorial evidence ledger. It updates when reviewed records are published, not from simulated AI activity. Dates and statuses reflect documented studies; a hypothesis is not promoted without new evidence.
We try to prove ourselves wrong.
Define a falsifiable question
Null hypothesis, alternatives and mathematics.
Prove the data provenance
Source, timestamps, integrity, data rights and leakage.
Beat strong baselines
Chronological holdouts, costs, regime stability.
Stop when evidence fails
A failed test is published. Production requires a separate gate.
New predictions. Not retrospective explanations.
One precommitted, falsifiable question on BTC source marks: does an eight-observation absolute-return estimate outperform the frozen 32-observation baseline at forecasting the next recorded movement? No real trades.
H022 · PRECOMMITTED EXTERNAL HOLDOUT · 11 OCT — 10 DEC 2026
A new level: test on two external venues.
A fixed 60-day future window, OKX and Coinbase BTC source feeds and a frozen 8-versus-32 volatility question. The experiment is not completed and results are not invented.
One research ecosystem. Distinct scientific disciplines.
Waiting for a verified laboratory source.