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Прозрения, уроци и актуализации за счетоводството в обикновен текст от екипа на Beancount.io.

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.

GPU Depreciation Schedules, Explained: How One Estimate Turns a 60% Margin Into a $1 Billion Loss

CoreWeave booked $5.13 billion in revenue and a roughly 60% adjusted EBITDA margin in 2025 — and still reported a net loss over $1 billion, driven by $2.45 billion of depreciation. This guide explains how GPU useful-life estimates (4 vs. 6 years) swing reported expenses by ~$30 million per 10,000 GPUs, why Amazon and Meta moved their server lives in opposite directions, and how any equipment-owning business should set honest depreciation assumptions under 2026 Section 179 and bonus depreciation rules.

Freight Broker Bookkeeping: Quick Pay vs. Factoring and How to Track Carrier Payables

Freight brokers pay carriers in 2–5 days but collect from shippers on 30–60 day terms — a working-capital gap that sinks profitable brokerages. How quick pay fees (2–5%) and factoring (typically 2–3.5%) differ in your books, why each load creates three cash events, how to handle Notice of Assignment payables and 5–10% reserve holdbacks, and who owns 1099 reporting under the new $2,000 threshold for 2026.

Franchise Accounting 101: Initial Fees, Royalties, and the Ad Fund Explained

Franchisees must capitalize the initial franchise fee as a Section 197 intangible asset and amortize it straight-line over 15 years (180 months), calculate royalties against the FDD's exact gross sales definition, and record advertising fund contributions as a pass-through liability rather than a discretionary marketing expense.

Why 'FDIC-Insured' Didn't Protect Synapse's Customers: A Business Owner's Guide to Fintech Deposit Risk

Synapse Financial Technologies' April 2024 bankruptcy trapped over $265 million belonging to more than 100,000 fintech customers, despite their funds sitting at FDIC-insured banks, because the middleware ledger tracking who owned what inside pooled "FBO" accounts fell apart — exposing a gap between deposit insurance and banking-as-a-service infrastructure that remains largely unclosed as of mid-2026.

FEC Compliance Bookkeeping for Political Campaigns and PACs: A Treasurer's Guide

Unreconciled books — not fraud — are the most common way campaigns and PACs draw FEC scrutiny. A treasurer's guide to the $200 itemization threshold, 2025–2026 contribution limits ($3,500 per election to candidates), the 2026 filing calendar, what triggers an audit, and the double-entry bookkeeping practices that prevent RFAIs.