What this piece is
A reflection on how generative AI has changed what it means to be a generalist. AI provides on-demand expertise, rapid research, and execution support that lets generalists go deep enough, fast enough to be valuable in almost any domain. The piece also explores how AI supports neurodiverse professionals by providing structure and a thinking partner. Originally published on Medium, March 2025.What is the core idea?
Generalists and LLMs are a natural match. Generalists thrive on adaptability and pattern recognition. LLMs process vast information and generate context-specific insights. Together they create a synergy that bridges gaps across industries and accelerates problem-solving. AI does not make generalists instant experts — it makes ramping up, executing, and iterating dramatically faster.What are the key themes?
- AI as an instant research assistant — summarising industries, mapping key players, and highlighting trends in minutes rather than days.
- The one-person startup team — AI fills capability gaps in marketing, data analysis, content creation, and administrative tasks.
- AI and neurodiversity — providing structure, breaking projects into steps, and acting as a judgement-free sounding board.
- Tackling wicked problems — AI helps connect dots across disciplines for complex, multi-stakeholder challenges like clean energy transition.
Related pages
- ACE Prompting — structured briefing framework for AI
- Prompt Like a Leader — prompting as leadership communication
- GenAI is Supercharging Fractional Leadership — AI-augmented part-time leadership
- The modern-day hybrid team — humans and AI agents working together
- Thoughts