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Cut Your AI Token Costs by 10X With a Little Planning
Small planning steps — templatizing files, excerpting instead of dumping full transcripts — can cut AI token costs by 10x.
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How Many CPE Credits Do You Need as a CPA?
CPE requirements vary by state, but most CPAs land around 40 hours a year or 120 over three years. Here’s how to find your exact number.
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Why Agentic AI Burns Through Tokens So Much Faster
Why does a routine proposal-deck request burn 163,000 tokens? Here’s the token mechanic behind agentic AI’s exploding costs.
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The Curriculum You’re Already Writing
1 in 3 new accounting hires quit within their first year. The fix for onboarding in an AI-native pipeline isn’t a training program — it’s a habit you’re already halfway doing.
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Automation Complacency and Professional Skepticism
88% of surveyed audit professionals say AI risks undermining professional judgment. The research on why — and the one habit that actually fixes it — comes from aviation and radiology, not accounting.
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The Expert Blind Spot Compounds Upward
75% of CPAs are retirement-eligible within 15 years. The way firms used to capture their judgment before they left is disappearing too — for a different reason.
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The Price Cut That Isn’t: What Sonnet 5’s Launch Pricing Teaches You About Reading Any AI Vendor’s Rate Card
Sonnet 5 launched 60% cheaper. A tokenizer change means the real savings are smaller. Here’s how to read past any vendor’s sticker price.
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AI Spend Per Employee: Why $10/Month vs. $500K/Year Should Change Your Budget
Anthropic spends 2.3x payroll on AI per employee. Here’s what the $10-to-$500K spread means for how you budget, hire, and forecast.
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When the Government Pulls the Plug on Your AI Vendor
Anthropic’s most powerful model went from launch to dark in 3 days, by federal order. Here’s the new vendor risk every finance team needs to add to the list.
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How to Rebuild the Apprenticeship AI Broke (Part 2)
Four ways firms are trying to rebuild on-the-job training inside AI-assisted work, instead of bolting it on as a separate course.
