The Being Human Podcast with Richard Atherton #354 Most Human Knowledge Work Gone by 2030 - Alastair Moore
Jan 19, 2026
Alastair Moore, an AI strategist and entrepreneur, discusses the impending transformation of knowledge work due to AI advancements. He emphasizes that AI is now performing high-level tasks in research and problem-solving. The conversation delves into how companies must adapt to rapidly evolving technology, the importance of reinventing workflows rather than simply automating existing ones, and the potential for human-machine collaboration. Alastair also shares insights on the evolving skills needed in this new era and the urgency for organizations to act.
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From Four Days To Milliseconds
- Alastair described turning a telco problem that took four days into a thousandth of a second.
- That early win showed tangible value and launched their commercial work.
Run Continuous Low-Risk Experiments
- Experiment early and iterate frequently because model capabilities change fast.
- Run low-risk tests monthly to spot improvements and keep your organisation learning.
The Long-Tail Revenue Risk
- Small outsourced tasks are already being replaced by models, shrinking revenue for many suppliers.
- That long-tail loss can add up to material revenue declines across sectors.
