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Chase's New Passkey and Trusted Contact Features: A Small Business Security Guide
Chase rolled out passkey login and a Trusted Contact Person feature in early 2026 to counter AI voice-cloning fraud, which costs small businesses $30,000 to $400,000 per incident on average.
AI Receptionist vs. Human Front Desk: The Real 2026 Cost Comparison for Small Businesses
AI receptionist platforms cost $99–$299 a month versus $2,800–$4,500 for a fully-loaded human hire, but complex complaints, emotional calls, and HIPAA-covered patient information still require human judgment or a signed Business Associate Agreement — here's the real cost and capability comparison for 2026.
The AI Coverage Gap: Why Your Business Insurance May Not Cover Losses From the AI Tools You Already Use
Major carriers including Chubb, Travelers, and Berkshire Hathaway have added AI exclusion endorsements (ISO's CG 40 47 and CG 40 48) to general liability and E&O policies, with over 80% of exclusion requests approved by state regulators, leaving small businesses using chatbots and AI writing tools newly exposed to uncovered claims.
Alphabet Q1 2026: Google Cloud Grows 63%, and a $37.7B Paper Gain Drives the EPS Beat
Alphabet's Q1 2026 revenue was $109.9B (+21.8% YoY) with Google Cloud accelerating to 63% growth and backlog above $460B, but the 82% jump in diluted EPS to $5.11 rests largely on a $37.7B other-income line — mostly unrealized marks on non-marketable equity securities. Backing out the $36.9B equity-securities gain leaves EPS near $2.76, roughly flat against last year's $2.81. Rebuilding the FY2022–Q1 2026 books in a public Beancount ledger shows exactly where the gain landed — non-marketable securities rose from $68.7B to $106.9B, not cash.
Amazon FY2025 Earnings: A Record $77.7B Profit — and AWS Now Generates 57% of It
Amazon's FY2025: $716.9B net sales (+12.4%) and a record $77.7B net income (+31.1%) — but operating income grew only 16.6%, with a $15.2B non-operating equity gain accounting for $7.0B after tax. AWS grew 19.7% to $128.7B and produced 57% of company operating income on 18% of revenue, while PP&E jumped $104.4B in a single year. Modeled line by line in a public Beancount ledger.
Broadcom FY2025 Earnings: $63.9B in Revenue, and a Net Income That Nearly Quadrupled to $23.1B
Broadcom's FY2025: $63.9B revenue (+23.9%) and GAAP net income of $23.1B, up 292% from $5.9B — but decomposing the $17.2B swing shows revenue growth explains only 72% of it, with roughly $4.8B coming from a tax provision flipping to a $397M benefit plus one-time restructuring and discontinued-operations reversals. The durable signals are Infrastructure Software's operating margin rebounding to 76.8%, above its pre-VMware baseline, and AI semiconductor revenue guided to roughly double to $8.2B. Rebuilt line by line in a public Beancount ledger, FY2021–FY2025.
Embedded AI in Accounting: Why Explainable AI and Real-Time Oversight Are Becoming Non-Negotiable
Embedded AI now auto-categorizes transactions and flags anomalies in real time inside tools like QuickBooks and Xero, but industry estimates put manual bookkeeping error rates at 1-3% versus below 0.5% for well-monitored AI systems — the tradeoff is that AI errors compound systematically until a human catches the pattern, which is why explainable AI and real-time controller oversight are becoming standard practice.
FTC's 2026 AI Disclosure Rule for Influencers: A Compliance Guide for Small Businesses
The FTC's 2026 "double disclosure" rule requires sponsored posts to separately disclose AI involvement in addition to paid-partnership status, with penalties up to $53,088 per non-compliant post.
LLM API Costs Are COGS, Not Overhead: A Gross Margin Guide for AI Wrappers
LLM inference is a variable cost of delivering your product, not software overhead — ICONIQ's 2026 data puts AI product gross margins at a 52% industry average, well below the 70-80% typical of traditional SaaS.
MiniMax FY2025 Earnings: $79M in Revenue, and a $1.9 Billion Loss That Isn't What It Looks Like
MiniMax's first annual report as a listed company shows FY2025 revenue of $79.0M (+158.9% YoY) and gross margin up to 25.4%, alongside an IFRS net loss of $1.87B — but $1.59B of that loss is a non-cash fair-value remeasurement of convertible redeemable preferred shares that converted to equity at the January 9, 2026 Hong Kong listing. Adjusted net loss grew only 2.7%, from $244.2M to $250.9M. A public Beancount ledger of FY2022–FY2025 shows exactly where the paper loss sits and why it disappears in FY2026.
NVIDIA Q1 FY2027: $81.6B Revenue, and $15.9B of Net Income That Isn't From Chips
NVIDIA's Q1 FY2027 revenue hit $81.6B (+85% YoY) and net income $58.3B (+211%), but $15.9B of that profit came from marking up its equity portfolio, not selling chips — core net income is closer to $42.4B. The quarter also retired the five-segment breakout for two platforms, Data Center (92% of revenue) and Edge Computing. Full income statement and balance sheet, FY2024–Q1 FY2027, in a public Beancount ledger.
Getting an AI Licensing Check as an Author: How to Handle the Split and the Taxes
Authors receiving publisher AI-licensing checks — including payouts from Anthropic's roughly $1.5 billion author settlement — should verify their contract grants those rights, confirm they're getting the Authors Guild-recommended 75-85% split, and report the income on Schedule C as self-employment income, not Schedule E.