Series → AI as Human Amplifier

AI as Human Amplifier vs Replacement

An 8-part series exploring why AI amplifies humans better than it replaces them, and what organizations must change to design for amplification. Backed by an 8,214-participant meta-analysis, chess centaur research, and production engineering data.

In Progress · Overview + Part 1 published, 7 deep-dives coming
  1. 00

    AI Comes for the Grunt Work, Not the Judgment

    The overview. AI takes the rote layer of knowledge work and pushes people up the value stack, the same way the computer reshaped the accountant. Includes the proof, the bubble question, and what the research actually says.

     Published · Start here
  2. 01

    The Amplification Thesis

    Across 28 studies and 8,214 people, human+AI teams beat humans alone and AI alone. Why amplification, not replacement, is the AI strategy that compounds, told as an animated scrollytelling essay.

     Published · CTOs, VPs, Managers
  3. 02

    The Centaur Advantage

    Chess centaurs beat grandmasters AND supercomputers. What the oldest human-AI collaboration teaches us about modern systems.

    Engineers, Architects, Researchers
  4. 03

    The Great Equalizer

    AI helps novices 30%+, experts barely at all. The implications for team composition and skill development.

    Managers, VPs, Junior Devs
  5. 04

    The Cognitive Offloading Trap

    AI use correlates with reduced critical thinking. Without intentional design, AI degrades the capabilities it should enhance.

    Engineers, Architects, Managers
  6. 05

    Intelligence Amplification in Code

    Copilot delivers +5.9% code output but +8% coordination cost. The hidden tradeoffs in AI-assisted development.

    Developers, Engineers, Managers
  7. 06

    Amplifying Creativity

    More output, less diversity. AI amplifies creative volume while narrowing the solution space.

    Engineers, VPs, Researchers
  8. 07

    The New Skill Premium

    30M job postings show rising demand for human skills. What the labor market is signaling about AI and work.

    VPs, CTOs, Managers, Analysts
  9. 08

    The Amplification Playbook

    Only 33% of organizations have redesigned jobs for AI. A practical framework for building amplification into your org.

    CTOs, VPs, Managers, Architects
The overview and Part 1 are live now. The remaining deep-dives below are in production, drawing on 24 academic papers and 20 industry sources. New posts weekly.