Good morning and welcome back!
Today Jonathan and I tackled an important factor that many are underselling
» The critical need for human verification in an AI-driven world.
Lets dive in…
The Exec Summary
In today’s pod, Jonathan and I explore the growing “trust crisis” emerging as businesses and public institutions lean too heavily on AI-generated outputs without human oversight.
We kick off with a stark cautionary tale: UK police reportedly used CoPilot to justify banning football fans based on a violent match that it turns out never actually happened.
This highlights a fundamental flaw in our current adoption of the tech: we are often trading accuracy for speed. My core argument is that as AI use scales, the requirement for human intelligence, verification, and authentication must scale alongside it to maintain organisational integrity.
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The Key 6 Points To Listen Out For
The Hallucination Trap: AI can produce incredibly fluent and confident content that is factually incorrect, leading to high-stakes errors if not verified.
The Problem of Blind Trust: The real risk isn’t just that AI makes mistakes, but that humans are beginning to trust its outputs blindly without the necessary skepticism.
The “Three Ts” Framework: Building a reliable AI strategy requires a focus on Time, Truth, and Trust. - Listen to our dedicated pod below
The 3 T's Of AI
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Today’s podcast I introduce my 3T’s framework and why it is still important in November and throughout 2026.
The Hybrid Solution: Future authentication may require a mix of technology (like watermarking or blockchain) and rigorous human judgment to validate data.
Truth as a Competitive Advantage: In a market flooded with “AI slop,” businesses that can guarantee 100% authentic, human-verified information will stand out as beacons of trust.
Malicious Manipulation: Beyond simple errors, we are seeing the rise of intentional AI manipulation, from political figures distorting the truth to consumers faking photos of undercooked food to scam delivery apps.
The AI Tools Mentioned
CoPilot: (a quick error correction we said ChatGPT in the episode) Cited as the source of the “hallucinated” football match evidence used by authorities.
Excel: Mentioned as a contrast to AI; a tool people expect to be either completely right or completely wrong, unlike the nuanced (and often deceptive) nature of AI.
Food Delivery Apps (Uber Eats, Deliveroo, Just Eat): Contextualised as platforms where AI is being used maliciously by customers to manipulate images for refunds.
3 Actionable Points for Your Team
Adopt a “Human-in-the-Loop” Mandate: Never let AI-generated data or statistics leave your department without a named human being taking accountability for its accuracy.
Beware the “Convincing Fluency”: Remind your team that just because an AI sounds confident and professional doesn’t mean it is telling the truth. Always cross-reference high-stakes facts.
Pre-plan for “Misworded” Scenarios: Before deploying AI content at scale, have a communications plan ready for when (not if) a hallucination or miswording occurs to mitigate potential PR friction.
» Here is the Brian Chesky interview where he talks about human authentication (copy and paste youtube.com/live/2FaPu0wJ8qE?t=5671 for the exact start)
The Core Takeaway For You Today
The most vital advice for any leader right now is to design systems where AI supports reality rather than replaces it. Human judgment and accountability are becoming more valuable, not less. If you can ensure your business remains a source of absolute truth in an increasingly synthetic world, you gain a massive competitive edge.
Important AI News Going To Impact Your Business
OpenAI / ChatGPT are going into the ads market and looking for $1m commitments from some accounts. The ads won’t be per click it will be per impression.
ChatGPT will charge 4% commission fee for transactions via commerce (through its Shopify connection) - this is going to hit low margin companies hard, especially SME’s. Gemini and Copilot have said so far there won’t be additional charges…
Expect Jonathan and I’s take in the very near future.
Have a great start to your week and we will see you on Friday
Danny Denhard & Jonathan Wagstaffe
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