Virtual Event
How to Review and Improve AI Outputs
Exclusively for public servants and policymakers
Tuesday, Dec 1, 2026
Time is displayed in your local time zone
At this event, you’ll learn when to:
- Edit AI-generated text before using it
- Check claims, citations and sources
- Apply your own judgement to AI outputs
Speakers
AI can help you research, write and summarise faster, but using it well still means keeping a critical eye on what it outputs.
Knowing what is safe to put into AI is only one part of using it well. Join this event to learn how to review AI-generated work, when to return to the original source and where your own judgement matters most. We’ll look at how to verify claims and citations, critically review AI-written text and recognise when an output needs closer scrutiny.
Who should join:
Public servants using generative AI for writing, research or analysis, who want a clearer way to review and improve its outputs.
Join the AI in Government Community
The AI in Government Community is a collaborative space designed for conversations, insights, ideas and resources on the use of AI in government from your peers across the global public service. This community is open to all Apolitical members.
This event will take place on Zoom. Joining instructions will be displayed once you register. The event will be recorded and the recording will be sent to all registrants. The recording will also be made available on Apolitical's platform for other members of our community to enjoy. We may also generate insights about our community members by uploading the recording to HeyMarvin, an AI-powered qualitative research tool. If you would prefer not to join the call live, you may view the recording on the platform after the event.
Interested in how Apolitical can support you and your organisation? Learn about collaborating with us.
Image Credit: ChatGPT
Speakers
Sami Wehbe
Strategic and Executive Communications Advisor
Bulgaria
Sami Wehbe, a Canadian strategic communications professional of Palestinian and Bulgarian origin, working at the intersection of AI governance, technology policy, international affairs and geopolitics. He has more than eight years of experience advising senior leaders and organizations across technology, government-facing sectors, media and public affairs, with a particular interest in how emerging technologies affect communication, decision-making and institutional responsibility. A graduate of Georgetown University’s School of Foreign Service, Sami also writes AI, Diplomacy & Strategy, a newsletter on AI governance, geopolitics and international affairs, and is the author of the political thriller Tipping the Scale.
