Sam Bushman and developer Ben Bushman break down the jaw-dropping story of a company that burned $500 million in a single month after giving employees uncapped access to Claude. Is AI actually worth the cost? Sam and Ben do the honest math on ROI, productivity gains, and what businesses should really be paying per employee. Plus: Anthropic hits a $1 trillion valuation, AI agents are now the #1 tool in software development, what "fan out" means and why it'll blow up your token budget, and why agents falsely report completed tasks 8% of the time. Timestamps: 0:00 - Intro 1:41 - The $500 million AI spending story 4:14 - Anthropic valued at $1 trillion 13:37 - Is $100/month for AI actually worth it? The honest math 15:33 - AI productivity: should employees share the gains? 13:37 - Back from break: AI agents move beyond chat 15:38 - The real difference between AI and automation 16:38 - Arena data: #1 use of AI agents is software development 18:32 - "Fan out": multi-agent research and the token cost 22:54 - Agents lie 8% of the time — what that really means 24:33 - Defining tasks: what computers think vs. what we think 24:47 - Wrap-up Call to Action: Want to put AI to work in your business without the $500 million surprise? Visit networkprovidersinc.com for a free consultation, or grab the free Cyber Playbook at networkprovidersinc.com/cyber-playbook to protect your business while you scale with AI. Call 385-446-5500 to get started. Subscribe so you never miss an episode!