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Insights on Bitcoin, tokenized assets, stablecoins, and the future of institutional DeFi.

From 59% to 72%: How We Rebuilt Our Bitcoin Signal Model
EngineeringJanuary 28, 2026

From 59% to 72%: How We Rebuilt Our Bitcoin Signal Model

Walk-forward validation exposed critical failures in two classifiers. Here's how we recalibrated our model to achieve 71.9% directional accuracy—and why honest validation is the only path to predictive edge.

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Inside BitVault's Bitcoin Analytics Platform: A Quantitative Approach to BTC Signals
ResearchJanuary 27, 2026

Inside BitVault's Bitcoin Analytics Platform: A Quantitative Approach to BTC Signals

How we built a Wild Bootstrap OLS regression model with 59% directional accuracy—and what we learned about separating signal from noise. An in-depth look at the methodology behind BitVault's internal Bitcoin analytics platform.

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Tokenized Equity: The Next Frontier for Stablecoin Collateral
ResearchJanuary 24, 2026

Tokenized Equity: The Next Frontier for Stablecoin Collateral

How the convergence of DeFi and traditional finance is creating a superior collateral class for institutional stablecoins. Large-cap equities offer 30-day annualized volatility of 15-25%, compared to Bitcoin's typical range of 50-80%.

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Central Bank Liquidity Divergence and Bitcoin Consolidation
MacroDecember 20, 2025

Central Bank Liquidity Divergence and Bitcoin Consolidation

How global monetary fragmentation is strengthening the case for BTC-backed stablecoins. The Fed has initiated Treasury purchases while the BOJ raised rates to 30-year highs - a divergence that signals structural stress in global liquidity coordination.

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