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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.
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Why AI Is Quietly Breaking Your Talent Pipeline (Part 1)
AI is speeding up accounting work, but it’s quietly erasing the apprenticeship that built your managers. Here’s why review alone no longer trains anyone.
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Who Approves the Robot’s Journal Entry?
Four ERP vendors just gave AI agents the power to post journal entries. Here’s what that means for your internal controls.
