A case study of verified AI failures, their documented cost, and the rules in force as of 11 October 2026.
Cost per verified success You don’t pay the cost of a run. Part 2 — Verified cases: promised, broke, cost, legal consequence, lesson Case 1 — Devin: three successes out of twenty What was promised. No verified dollar figure.
Key takeaways
- Confidence: Established as Gartner’s prediction.
- Part 4 — The rules now (as of 11 October 2026) Confidence: Probable overall.
- Cost per verified success.
It does not give a total dollar cost of AI agent failures.
Read the full article: https://www.ainvasion.com/the-math-that-unifies-langgraph/
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