Trust, By Proxy: AI as mediator of truth, expertise, and credibility
By Joel Leslie
Season 3, Episode 8
Duration: 00:07:58
Episode summary
How much of what you consumed today was influenced by AI Not fully created. Just shaped. The summary you read. The answer you accepted. The image you paused on. The tone that made something feel credible. In this episode of Decoded: AI for Everyone , we explore how AI is quietly changing the way we trust information. As AI systems summarise, explain, and generate content, we are shifting from trusting identifiable sources to trusting outputs that feel clear, confident, and sufficient. This episode examines the rise of “plausible truth”, information that is mostly accurate but subtly incomplete, reframed, or lacking context. Not obvious fakes, but content that sounds right and therefore goes unquestioned. We also explore how this dynamic can scale, particularly in times of uncertainty, where narratives can be shaped, amplified, and reinforced in ways that influence what people believe without being immediately obvious. Most importantly, we bring it back to everyday behaviour: how AI is influencing what we read, watch, and learn why trust is shifting from source to output how to recognise when something feels right but may not be complete simple ways to stay grounded and verify what matters Because trust hasn’t disappeared. It’s just being delegated differently. RESOURCES Prompt engineering guides and practical AI tools: https://PromptEngineeringCookbook.com Writing on AI, trust, and governance: https://joelrleslie.substack.com Strategic AI insights and advisory work: https://strategen-ai.com Learn more about Joel Leslie and the podcast: https://joelleslie.com.au Decoded: AI for Everyone is a non-technical podcast exploring how artificial intelligence is reshaping work, creativity, decision-making, and trust, and how we can engage with these systems thoughtfully and intentionally.
About Decoded: AI for Everyone
Decoded: AI for Everyone is Joel Leslie's non-technical podcast about artificial intelligence and its impact on work, creativity, decision-making, trust and everyday life. The series helps listeners understand AI without hype, jargon or fear, connecting practical examples to broader questions about technology, people and society.
Joel Leslie is an Australian AI, data and digital transformation leader specialising in safe AI adoption, AI governance, AI ethics and data governance.
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