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#tax-planning

Tax Planning

Strategic tax planning to minimize liability and maximize savings

GPU Depreciation Schedules Explained: How Neoclouds Turn One Accounting Estimate Into Billions in Profit

CoreWeave depreciates GPU servers over 6 years, Lambda over 5, and Nebius over 4 — a difference in useful-life estimates that can shift reported profit by tens of millions of dollars per 10,000-GPU fleet without any cash changing hands, and sits at the center of Michael Burry's $176 billion overstated-depreciation claim against major AI infrastructure spenders.

Section 125 Cafeteria Plan Nondiscrimination Testing: A 2026 Guide for Small Businesses

Section 125 cafeteria plans must pass three IRS nondiscrimination tests each year — eligibility, benefits and contributions, and the 25% key employee concentration test. This guide covers the 2026 thresholds ($220,000 officer and $160,000 HCI compensation, $3,400 FSA and $7,500 DCAP limits), what a failed test costs your top earners, and when a Simple Cafeteria Plan under Section 125(j) lets employers with 100 or fewer employees skip testing entirely.

Self-Storage Cost Segregation and 100% Bonus Depreciation: A 2026 Owner's Guide

Cost segregation studies routinely move 16–24% of a self-storage facility's purchase price off the 39-year schedule into 5- and 15-year property. With 100% bonus depreciation permanently restored by the OBBBA for property placed in service after January 19, 2025, a $1 million acquisition can produce roughly $200,000 in first-year deductions — about $74,000 in tax savings at a 37% rate. Here's how the studies work, what they cost, and the recapture math to run before selling.