KYC can link cloud activity to an identified customer, but motivated users may split or reroute workloads to avoid scrutiny. The RAND reading examines these technical gaps; the Carnegie article asks whether broader controls can work across providers and jurisdictions.
Strategies and Detection Gaps in a Game-Theoretic Model of Compute Governance
Read these parts in the original report:
- Summary → Findings and Recommendations (printed pp. iv–v).
- Cloud Service Provider Monitoring Strategies through the end of Detection Game (printed pp. 4–5). Identify the mandatory metrics, the reporting rule, and the win condition.
- Finding Detection Gaps and Finding a Detection Gap through the sequential-training calculation; stop before Predictions About Models in the Detection Gap (printed pp. 5–7).
- Closing Detection Gaps: its opening, then Output and User Identity in full (printed pp. 9–11). Note which proposals add another metric and which add another kind of information.
Do not turn the BLOOM calculation into a timeless threshold recommendation. Its job here is to show how an evader can exploit the unit over which a rule aggregates activity.
Moon, Vedula, Geneson, and Bar-on | RAND Corporation (2025) | 18 min
RAND shows how evasion depends on what a rule measures and how activity is grouped. Carnegie then asks what broader coverage would cost—and whether it would push users toward providers or jurisdictions beyond the rule.
The Geopolitical Debates Over Controlling Cloud Compute
Read these parts in the original article:
- What Do Cloud Controls Attempt to Solve? in full.
- In The Case Against Cloud Controls, begin with “Some analysts also contend that cloud restrictions risk pushing users in third-party countries toward China’s competing AI stack” and read to the end of the section.
- Cloud Controls Must Contend With “Who” and “What” They Restrict in full.
Extract the decisions the technical readings do not settle: which users and activities are covered, who bears the compliance burden, how evasion shifts across jurisdictions, and what over-broad coverage costs.
Noah Tan | Carnegie Endowment for International Peace (2026) | 12 min