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# The Art of Not Processing
- URL: https://www.diplopolis.com/ai-use-cases-diplomats-kilburg-review/
- Published: 2026-08-26T11:00:00.000Z
- Updated: 2026-08-28T22:22:05.000Z
- Description: Don Kilburg's AI Use Cases for Diplomats is honest about limits and serious about practice. The DiploPolis review applies the silence test — and asks what this guide looks like from the side of the asymmetry where the diplomat doesn't own the tools.
- Author: Sunny Peter
- Tags: Books & Ideas, Diplomacy, Artificial Intelligence, Don Kilburg, AI Governance, Global South, Foreign Policy, Technology, Diplomatic Practice, Asymmetry, CRC Press, Routledge, #dropcap

Diplomacy has a grammar that most governance theory misses. It depends on what is not said: the cable that was not sent, the meeting that was not requested, the concession that was not named, the ultimatum that was left as implication rather than text. A skilled diplomat reads the pause before an answer as carefully as the answer itself. She manages the delay. She leaves things unresolved when resolution would foreclose something more important. She understands that the most consequential diplomatic act is sometimes the refusal to act, to process, to respond, to make something definite that must remain provisional.

Don Kilburg's [AI Use Cases for Diplomats](https://link.amazon/B0fMOBlBA?ref=diplopolis.com) is a serious practitioner's attempt to think through what artificial intelligence means for the people who conduct that art. It deserves to be read seriously, which means it deserves to be read against the hardest test its subject demands. That test is whether the book understands silence. Not as failure of communication, but as instrument of statecraft.

[![](https://storage.ghost.io/c/ff/cd/ffcdfb1e-ce78-4cd4-8077-cceb0889dfd5/content/images/2026/08/_Ai-Use-Cases-for-Diplomats-Applying-Artificial-Intelligence-to-Diplomacy--Chapman---HallCrc-Artificial-Intelligence-and-Robotics-Series-_BC.png)](https://link.amazon/B0fMOBlBA?ref=diplopolis.com)

Kilburg passes that test in part. He is not writing techno-optimism. The book stresses that diplomats must learn when not to use AI, that human wisdom remains central to diplomatic work and that AI should complement rather than replace expertise. Those are not marketing slogans; they are the right instincts, and they place this book well above the uncritical enthusiasm that characterises too much AI-and-governance writing. A book that says AI must have limits, that humans must remain in the loop and that ethical complexity must be confronted is already more honest than most.

But the human-in-the-loop test is easier than the silence test, and the review should say why. Saying that humans must remain in control does not address the deeper question: whether the human in the loop has been subtly trained by the system to think in ways that make silence less legible. The risk is not only that AI replaces the diplomat. The subtler risk is that it changes what diplomats recognise as decision-worthy. A system that surfaces, prioritises, summarises and flags will inevitably shape the attention of the official who uses it. What the system cannot capture will receive less attention. What the system presents as urgent will feel urgent. What the system cannot process, the unwritten understanding, the deliberate ambiguity, the strategic non-response, will gradually become harder to see.

Kilburg seems alert to this risk in the ways he discusses crisis management, negotiation support and consular work. The book describes AI's utility across communication strategies, media analysis, embassy management and stakeholder mapping. These are real diplomatic functions, and AI's contribution to them is genuine: better preparation, faster scanning, reduced cognitive load on routine tasks, improved ability to track public sentiment across multiple languages simultaneously. None of that is negligible. A diplomat drowning in cable traffic, local press, consular caseloads and bureaucratic demand would be foolish to decline assistance that addresses any of those burdens.

The danger begins when AI moves from organising the diplomatic environment to defining it. If a system tells an ambassador which audiences matter, which local narrative is gaining force, which negotiating position is optimal or which public message will land best, it has entered the zone of political judgement. Kilburg asks precisely the right question: will tomorrow's diplomats represent nations or algorithms? That is a serious question, not a rhetorical flourish. The fact that he asks it suggests he understands the risk. The review's task is to press whether the book's practical prescriptions are equal to the seriousness of the concern.

Diplomacy is the management of consequence, not merely the management of information. That distinction, simple to state, is the hardest thing for any AI system to learn. Information can be processed. Consequence must be imagined. A human diplomat in a difficult bilateral meeting is doing something no current AI can fully support: she is reading the room, sensing the emotion beneath the formality, calculating what can be said now versus what must be left for a private moment, deciding whether the silence that just fell is hostile or receptive, and choosing a word she cannot explain algorithmically because the right word was never in the briefing papers. That is not a failure of AI capability that better training data will fix. It is a different kind of knowing.

The book's most significant limitation is not methodological. It is geographical. Kilburg is a retired United States diplomat with long experience in public diplomacy, strategic communication and technology in foreign affairs. That experience gives the book real authority. It also shapes its imagination in ways that the book cannot fully see. For a well-resourced diplomatic service, AI offers amplification: better tools, faster processing, broader monitoring, reduced administrative burden. For an under-resourced foreign ministry, the calculus is entirely different. Ghana, Nepal or Paraguay is not asking how to optimise diplomatic work with AI. It may be asking who owns the system through which its diplomatic work will now be mediated.

The asymmetry is structural. A smaller foreign ministry that deploys AI tools built on foreign platforms, trained on foreign data, governed by foreign standards and hosted on foreign cloud infrastructure has not simply adopted a neutral instrument. It has created a dependency. Its cables may be drafted with AI assistance built by a company whose servers are in Virginia. Its sentiment analysis may reflect language models trained overwhelmingly on English and Mandarin. Its negotiation preparation may be shaped by tools whose assumptions about what constitutes a good outcome were built into architectures designed elsewhere. The dependency is not unique to smaller states — even well-resourced foreign ministries rely on private contractors for much of their digital infrastructure — but it is most acute where the ministry has the least leverage to set the terms. And if the AI system shaping that negotiation preparation was built by a power whose interests diverge from the smaller state's own, then the diplomat is not merely using a tool. She is reasoning inside an environment her adversary helped construct. This is not a hypothetical concern. It is the condition of most diplomatic services in the world.

Kilburg acknowledges that AI should be deployed with equal access and ethical care. But equal access within an unequal infrastructure is not equality. A guide to AI use cases for diplomats that does not make this asymmetry central has written a guide for the already powerful, while assuming that the practical strategies it offers are universally available. They are not.

*AI Use Cases for Diplomats* is a valuable and honest book for the audience it was written for. Read it as a practitioner's guide to navigating the integration of AI into a well-resourced diplomatic establishment. Read it for its seriousness about limits, its genuine concern for the human at the centre of the process and its willingness to ask the question that matters most. Then read it from the other side of the asymmetry, and ask what a guide to AI and diplomacy looks like when the diplomat's ministry does not own the tools, the data or the standards. The silence at the centre of diplomacy, the pause that must not be filled, the ambiguity that must not be resolved, the consequence that must be imagined rather than processed, has no AI use case. That book has not yet been written. Until it is, this one is indispensable and incomplete in equal measure.

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