Dave Birss says you won't be replaced by AI - you'll be replaced by a leader who's been told the wrong story about it.

About this episode

Dave Birss is back on Business Without BS - author of the Sensible AI Manifesto, co-founder of the Gen AI Academy, and a man who's taught a million-and-a-half people how to use AI without setting their business on fire. He walks Andy and Andrew through what he calls a "corporate poopocalypse" — what happens when you apply AI to a business that hasn't cleaned up its own mess.

The episode covers the Sensible AI Manifesto's six points, the CREATE prompting framework, the three Cs for checking AI output, the adequacy trap, why judgment is the most undervalued skill of the next decade, and the practical playbook for rolling out AI across a team without sending the whole organisation into a panic.

About the guest

Dave Birss co-founded the Gen AI Academy with Helena, where they run AI training across governments, the UN, and Fortune 500 companies. He wrote the Sensible AI Manifesto and GPT Junior, the kids' AI book and video course now in over 100 schools. Before all that he spent his career in advertising and creativity, which is where most of his frameworks come from.

Key moments

• [02:46] The Roomba poopocalypse - why AI applied to a dysfunctional business spreads the mess, not the productivity.
• [05:46] Corporate barnacles - the institutional plaque costing every business 40% in fuel and speed.
• [08:04] Sensible AI Manifesto Point 1: use AI to augment skills, not to outsource tasks.
• [09:15] The two-list exercise: tasks that piss you off vs tasks you wish you could do more of. Only the second list is the real opportunity.
• [12:11] AI slap - 96% of leaders think AI raises productivity, 77% of staff feel buried by unrealistic expectations.
• [13:48] The adequacy trap - why AI users get stuck at "good enough" and never break through.
• [22:51] The other five Manifesto points: use data responsibly, support employees, assign AI leaders, keep learning, always add a human layer.
• [26:40] The CREATE prompting framework — Character, Request, Examples, Adjustments, Type, Extras.
• [37:59] The three Cs for checking AI output: Confirm, Check, Craft. Why most people skip the third one.
• [55:14] How business owners keep their thinking sharp: do the work on paper before you open the laptop.
• [1:01:03] What humans still beat AI at - conceptualisation, creative voice, and judgment. The judgment one matters most.
• [1:14:17] The line that pisses Dave off: "you won't be replaced by AI, you'll be replaced by someone using AI." His correction is sharper.
• [1:18:09] The three-stage AI value pyramid — cost cutting → skill amplification → unlocking what wasn't possible before. 80% of companies are stuck on stage one.
• [1:24:18] How to roll out AI across a team in an afternoon: align with business strategy, declare an AI amnesty, pave the desire lines.

Mentioned in this episode

• Sensible AI Manifesto — Dave's six-point framework for applying AI without breaking your business. Currently being turned into a book.
• Gen AI Academy - the training company Dave co-founded with Helena, working with governments, the UN and Fortune 500s.
• GPT Junior - Dave's book and video course teaching kids how to use AI properly, currently in over 100 schools.
• Perplexity - Dave's preferred AI tool for fact-checking because it gives you the sources.
• Cal Newport - referenced for the long-form-reading argument and the case that children reading for pleasure is the strongest predictor of life outcomes.
• Range (David Epstein) - the case for generalists over hyper-specialists; Dave says the book describes him.
• Yann LeCun - recently left Meta over the limits of next-token prediction; arguing AI needs world models, not just language.
• Roomba poopocalypse - the family-and-the-dog metaphor that opens the episode and frames the whole thing.
• Marc Andreessen / lump of labour fallacy — the framing for why we systematically underestimate the new jobs that emerge from disruption.
• RAF desire lines - the Nissan-hut path-paving story; Dave's metaphor for letting staff show you how AI is already being used.
• Combinedly - the AI tool Andrew's firm is testing for client-sentiment analysis and email drafting.

Find the guest

LinkedIn: https://www.linkedin.com/in/davebirss/

Gen AI Academy: https://thegenaiacademy.com/

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