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Four Debts

Authority Debt Hides in the Gaps: The Four Debts View, Why Permission Is Not Authority, and This Week’s Actions by Owner

Authority debt hides in the gaps The week showed that the riskiest liabilities in autonomous AI are the actions nobody thought to prohibit. Each maps onto the Four Debts and compounds when…

October 16, 2026 • By Scott Andersen, Head of AI Services and Co-Founder
Oversight Debt Joins the Four Debts Ledger

Oversight Debt Joins the Four Debts Ledger: Why Release Authority Is Now Part of the AI Product, and This Week’s Actions by Owner

FOUR DEBTS VIEW Oversight debt joins the ledger The week's strategic takeaway named oversight, trust, governance and dependency debt as the new liabilities of autonomous AI. Each maps onto the Four Debts…

October 9, 2026 • By Scott Andersen, Head of AI Services and Co-Founder
Persistent Agents Compound Every Form of AI Debt - The Four Debts View and Why the Operating Layer Is Now the Advantage

Persistent Agents Compound Every Form of AI Debt: The Four Debts View and Why the Operating Layer Is Now the Advantage

FOUR DEBTS VIEW Persistent agents compound every form of debt A system that continues to act does not remove existing Technical, Data, Personnel or Security Debt. It gives that debt more time,…

October 2, 2026 • By Scott Andersen, Head of AI Services and Co-Founder
The Four Debts of AI and This Weeks Actions - Why Provable Control Is the Next Enterprise Advantage

The Four Debts of AI and This Week’s Actions: Why Provable Control Is the Next Enterprise Advantage

FOUR DEBTS VIEW This week increased every form of AI debt The incident and governance signals show how existing organizational debt becomes action risk when AI is connected to tools and external…

September 25, 2026 • By Scott Andersen, Head of AI Services and Co-Founder
The Four AI Debts - How Compute Control Evidence and Resilience Gaps Are Building Up

The Four AI Debts: How Compute, Control, Evidence, and Resilience Gaps Are Building Up

FOUR DEBTS VIEW Where this week adds pressure DebtThis week’s signalPractical response Compute debtNVIDIA–Hugging Face deepens concern about dependence across chips, frameworks and model distribution.Benchmark alternate runtimes; preserve portable model and data paths.Control…

September 11, 2026 • By Scott Andersen, Head of AI Services and Co-Founder

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