When intelligence becomes a commodity, trust becomes the ultimate premium
In short: As AI democratizes high-level cognitive labor, the value of 'doing' is shifting toward the value of 'knowing who to trust.' This video explores how the consulting and knowledge work industries must pivot as technical delivery becomes nearly free.
Rupert Wiseman of AssumeAI discusses the shift from manual output to outcome-led intelligence. By showcasing how software development cycles are being rapidly shortened by multi-agent systems like Cursor and Claude Code, he notes that AI has also started tackling ancient math puzzles, including a geometry conjecture from nearly eighty years ago by Erdős.
The footage cautions against upcoming dangers: the possible failure of old software within the SME sector alongside secret security flaws found in modern models. Wiseman argues that because delivery is becoming commoditized, the real competitive advantage for firms will lie in human relationships and trusted advice.
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Sources
- Summary by Intellect · source: What Happens to Work When Intelligence Becomes Abundant? | Oxford Frontier AI Forum 2026
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