TL;DR
- Start with What Does Expertise Mean When AI Can Pass Any Exam? - the credential crisis
- Then What It Means to Be Expert in 2030 - where the speculation goes next
- The through-line: expertise is shifting from reference knowledge to judgement, accountability, and taste
Read in order
- What Does ‘Expertise’ Mean When AI Can Pass Any Exam?
- What It Means to Be Expert in 2030
- The Architect vs The Builder
- Taste Is the New Scarcity
- The Automation Paradox
Career and pipeline
- Agent-First Architecture: The Engineer as Curator
- The Junior Developer Pipeline Problem
- Will AI Kill Coding Jobs?
- The Meaning of Work in an Age of Abundance
Related
- Trust series - accountability when agents act on your behalf
- Securing AI Agents - the liability side of delegated work
Related Reading
- AI Dev Tooling: A Reading Path for 2026 - how the tooling changes the practical skill equation day to day
- Four Futures: Reading the Signals - the broader economic scenarios these evolving roles exist within
- The Free Intelligence Era - why intelligence abundance reshapes demand for human expertise
- The Next Decade of AI - longer-horizon thinking on where expertise and AI diverge or converge