Research & Insights

Do You Need a Family Office? The $1M Price of Structure

How Climate Shocks Travel to Bank Balance Sheets

Pricing the Panic: Straddles and Strangles When VIX Spikes

What the Markets Have Already Decided: A Seat-by-Seat Reading of the 2026 Midterm Prediction Markets

Do the seat-by-seat prices on the 2026 midterms agree with the chamber-control contracts? In the Senate yes, in the House no.

Conditional and Basket Event-Linked Perpetual Futures: Funding Rates, Pricing and Correlation-Aware Margin

What do the funding rate and margin of a prediction-market perpetual become when the index is a conditional or a basket?

Sequence-of-Returns Risk: Why Retirement Timing Matters

Smart Beta Explained: Beyond Cap-Weighted Index Concentration

Which Sleeve Goes Where? Asset Location for Direct-Indexing, Long-Short, and Option-Income Mandates

Where do direct-indexing, long-short, put-write and factor sleeves belong across taxable and retirement accounts, and how large should they be?

ESG at $17 Trillion: Values Exercise or Risk Signal?

Cash Balance Plans: The $250K Physician Tax Deduction

Cash Balance Plans: The $250K Deduction Doctors Overlook

When Does a Tariff Pay? Theory, Two Centuries of Episodes, and the American Experiment of 2025-26

A tariff pays only when the terms-of-trade gain beats the deadweight loss and the other entries; in two centuries it rarely did.

When AI Eats Junior Work, Who Trains the Experts?

The Term Structure of Harvestable Losses: Why a Direct-Indexing SMA Ages, and When to Reset

How fast a direct-indexing account's harvestable losses decay, and when the model calls for a reset of basis.

The Measurement Quality of Asset-Pricing Factors: Spanning, Noise, and the Limits of Joint Correction across Static and Conditional Test-Asset Universes

How much of each published asset-pricing factor is signal versus construction noise, and in which test-asset universes.

The Economics of the 351 Exchange: Optimal Seeding of a Tax-Deferred ETF under Concentration Constraints

How much of a low-basis stock can go into a Section 351 ETF seed, and what is the deferral worth?

Harvesting as a Stochastic Dividend: The After-Tax Efficient Frontier Revisited

If tax-loss harvesting pays a dividend that grows with volatility, how much more risk should a taxable mean-variance investor hold?

Can a Language Model Keep a Tax Lot Straight? A Rules-Grounded Benchmark for Wash-Sale, Holding-Period and Lot-Relief Decisions

Can a language model be trusted to decide tax-lot questions, or should it only transcribe trades for a rules engine?

Training Language Models against a Universal Constitution: Penalised Rewards, a Treaty, and a Global Watchdog

Can a written constitution be put inside a model's training reward, and who pays to make every lab do it?

Tax-Rate Risk: Pricing and Hedging Legislative Uncertainty in After-Tax Portfolios

How much does tax-rate uncertainty cost an investor who defers a capital gain, and when does deferral stop paying?

When to Harvest: Tax-Loss Harvesting as Optimal Stopping under Wash-Sale Blackouts

How deep should a loss be before a single lot is harvested, once the wash-sale blackout is priced as a cost?

Dependence Invariance in Tax-Loss Harvesting: An Exact Result and the Distributional Cross-Section of Harvest Yield

Does correlation between names change how many dollars of loss a harvested portfolio produces? No. It changes only the spread.

Amortized Tax Alpha: Simulation-Based Inference for the After-Tax Value of Direct Indexing

Can one taxable household get a calibrated interval for its direct-indexing tax benefit, in milliseconds, in place of an average?

ML & Finance: Predicting Beyond Linearity

Concentration Risk: Your Silent Wealth Killer

Capitalized Productivity and the Dollar's Exorbitant Privilege: The Real Exchange Rate as an Asset Price

Is the real exchange rate the present value of expected productivity differences, and is the dollar's privilege earned?

Cash Balance Plans: Retirement for Physicians

PDF Derivatives: The Hidden Portfolio Risk

REITs Defy Rate Hikes: A Resilience Play

The Noise in Observed Factors: Spectral Corrections and Amortized Bayesian Inference in Large Return Panels

How much of a published factor series is measurement noise, and how does that depend on the test panel?

Tax Efficiency: Protecting Your Portfolio Gains

Family Office: Beyond Traditional Wealth Management

Machine Learning Transforms Risk Management in Finance

Mastering Volatility: Advanced Options Strategies from TradeStation

The Hidden Costs of Neglecting Credit Risk Modeling

AI-Driven Predictions: Revolutionizing Stock Market Trading Strategies

The Yield Curve: Predicting Economic Downturns and Market Trends

Enhancing Credit Risk Assessment with Ollama AI

The Role of Cognitive Biases in Shaping Market Behavior

Quantum Computing and AI: New Paradigms in Financial Risk Management

The Hidden Costs of Ignoring Tax Efficiency in Investing

Index Funds, Active-Investor Selection, and the Re-Sorting of Factor Premia: An Extension of Stambaugh (2014)

Does the rise of passive investing compress value and quality premia at the same rate? The paper argues no.

The Hidden Impact of PDFs on Behavioral Finance

The Psychology of Investing: How Biases Drive Market Movements

The Rise of Family Offices: Revolutionizing Wealth Stewardship for UHNWIs

The Rise of Family Offices: Holistic Wealth Management for UHNW Families

How Taxes Stealthily Undermine Your Investment Returns

AI-Powered Portfolio Management: Revolutionizing Long-Term Investing

The Hidden Cost of Taxes on Investment Gains