Research is the audit trail
Documented Venym Labs investigations into agent systems, market structure, execution risk, models, and infrastructure.
Latest research
- Priority Ordering in Perpetual CLOBs: Measuring the Latency Tax on Takers
- Mean Reversion Speed in Solana DeFi Tokens: OU Half-Life Estimation Across Market Regimes
- Transformer vs. LSTM for Funding Rate Prediction: A Rigorous Comparison
- Embedding Drift in Crypto Sentiment Models: When to Retrain?
- Bridge Latency as a Trading Risk Factor: Quantifying Cross-Chain Arbitrage Window Decay
- Write-Lock Contention in Solana Trading Programs: Measuring Real Sealevel Parallelism
- Funding Rate Predictability: Comparing OU, ARIMA, and Regime-Switching Models
- Anchor vs. Native Programs: When to Break the Abstraction
- AMM Design for Prediction Markets: Constant Product vs. Constant Sum
- Bridging Perpetual Positions: Cross-Margin Across EVM and Solana
- Liquid Staking Derivatives and Systemic Risk in DeFi
- Agent Communication Protocols: How AI Systems Should Negotiate