# When Your Entire AI Team Calls in Sick at 6 AM

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Text version: https://stenobird.com/podcast/ai-at-work-7563679/when-your-entire-ai-team-calls-in-sick-at-6-am.md
Podcast: [AI at Work](https://stenobird.com/podcast/ai-at-work-7563679)
Published: 2026-04-16T01:10:55+00:00
Episode link: https://api.riverside.com/hosting-analytics/media/10ec26b09b2397ed0bbfdcefbc64c9bf0111780f68f8cba6442379f42ae9c296/eyJlcGlzb2RlSWQiOiJiZTNmOTg4Ny05NDRlLTRmOGEtYWM2Ny04YTE3ZWIwMDZkNDciLCJwb2RjYXN0SWQiOiJlM2QxODk0ZC05OGZjLTQwMDItOTgwYi04NzU1MWU5YjYzYjkiLCJhY2NvdW50SWQiOiI2MDdjNWM5MmU4YjZhMjQ3ZDYzZTNjZTUiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjlkZmRiZWU1ZjMzNDg1ZGU0OWFkOGE4L2FpLWF0LXdvcmstY29tcG9zZXItMjAyNi00LTE1X18yMC00MS01MC5tcDMifQ==.mp3
Audio file: https://api.riverside.com/hosting-analytics/media/10ec26b09b2397ed0bbfdcefbc64c9bf0111780f68f8cba6442379f42ae9c296/eyJlcGlzb2RlSWQiOiJiZTNmOTg4Ny05NDRlLTRmOGEtYWM2Ny04YTE3ZWIwMDZkNDciLCJwb2RjYXN0SWQiOiJlM2QxODk0ZC05OGZjLTQwMDItOTgwYi04NzU1MWU5YjYzYjkiLCJhY2NvdW50SWQiOiI2MDdjNWM5MmU4YjZhMjQ3ZDYzZTNjZTUiLCJwYXRoIjoibWVkaWEvY2xpcHMvNjlkZmRiZWU1ZjMzNDg1ZGU0OWFkOGE4L2FpLWF0LXdvcmstY29tcG9zZXItMjAyNi00LTE1X18yMC00MS01MC5tcDMifQ==.mp3
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JSON: https://stenobird.com/v1/public/podcasts/ai-at-work-7563679/episodes/when-your-entire-ai-team-calls-in-sick-at-6-am
Duration seconds: 3451

## Resource

When Anthropic's Claude went down at 6:15 AM on tax day, it exposed a critical blind spot that most AI-adopting organizations haven't considered: vendor dependency risk. In this episode, Kevin and Eli dive deep into what happened when their entire AI-powered workflow ecosystem crashed simultaneously, revealing the hidden dangers of building business operations around single AI providers without backup plans. This conversation goes beyond the surface frustration of a service outage to explore the fundamental readiness gap that exists when organizations treat experimental AI services like established infrastructure. You'll discover why this isn't just a technology problem, but an organizational planning problem that requires immediate attention. Key topics covered: ✅ The "heroin dealer problem" - what happens when AI dependency meets reality ✅ Hidden costs of API pricing vs subscription models and recent Anthropic changes ✅ Why AI subsidies are ending and what it means for your budget ✅ Building redundancy into AI-powered business operations ✅ The Mythos model leak and cybersecurity implications for all businesses ✅ Practical security steps every organization must take now Approximate timestamps (verify against recording): 00:00 — Introduction and the morning Claude went down 02:49 — The heroin dealer analogy and dependency realization 07:15 — Understanding AI subscription vs API pricing models 15:19 — Anthropic's April 4th changes and the end of workarounds 28:11 — Real cost examples: $200/month to $7000/month overnight 40:05 — Content creation, AI slop, and the attention economy 52:32 — Mythos model leak and cybersecurity implications 57:37 — Practical security steps: passwords, 2FA, and analog safeguards Show Notes & Links: https://www.spark6.com/podcast Submit li…

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## Transcript

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