⚡ ReverseML Workspace

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Experimental financial analysis · 74-field

Bank Profile — Financial Advisor

Stress tests · Monte Carlo · Tax scenario exploration · PDF report

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Kalman · Jacobian poles · Lyapunov · 30 assets

Markets — Experimental control-theory market model

Stocks · Indices · Bonds · Commodities · Crypto · FX · regime + scenario projection (not a price prediction)

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Applied math · verifies by running code

Applied-Math Agent — control · optimization · stochastic

Stability analysis · Lagrangian optimization · Kalman filtering · Monte Carlo · numerical ODE/roots · symbolic (sympy) — answers checked by execution

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Math-grounded · 14 tools · Docker sandbox

Codissimo — Coding Agent

Lyapunov V(t) progress · Krasovskii guard · Lagrangian routing · Reverse sympy fix · Subagents · Monaco IDE

Math

Explain the Kalman filter intuitively

Control

What is the Lyapunov stability criterion?

Statistics

Compare Monte Carlo vs Importance Sampling

Optimization

How does KKT-based optimization work?

🌺 Mama Bonita

Generate: futuristic AI agent dashboard

🎬 Multi-Pulti

Cartoon: robot puppy in alien forest

💻 Deep Code

Python: adaptive Kalman + N4SID

🦫 Deep Code

Go: concurrent worker pool

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Kids · for parents

Cartoon Hero — the same character in every scene →