Cryptoasset risk
Cryptoassets can be extremely volatile, illiquid, manipulated, operationally fragile, legally restricted, or lose all value. Stablecoins can deviate from their reference value. Protocols, bridges, exchanges, custodians, and wallets can fail.
Data and explanation risk
Providers and sources can be stale, wrong, unavailable, ambiguous, or later corrected. A market event can be real without causing the observed move. Confidence labels are editorial defaults rather than calibrated probabilities.
Model risk
Structured generation is bounded and validated, but automated systems can still omit context or make errors. Named catalysts require evidence; unknown causes remain an expected output.
No recommendation
Materiality and relevance rank attention—not expected return. They are not instructions to buy, sell, hold, short, or set a price target.
Independent verification
Inspect evidence, primary sources, timestamps, method versions, and data freshness. Seek qualified advice for decisions that depend on your circumstances.