The Job-Displacement Debate, Beyond the Hype
The honest answer to "will AI agents take my job?" is rarely yes or no. Agentic AI sold as a service (GaaS) displaces *tasks* faster than it
E. Marchetti · Jun 24, 2026 · 14 min
Society
The broader human and economic stakes of agentic AI. · 30 articles
The One-Person Billion-Dollar Company Thesis, Revisited
Sam Altman floated the idea in 2024 that the first one-person billion-dollar company was coming soon, and the line stuck because it captured
C. Whitlock · Jun 21, 2026 · 12 min
Which Roles AI Agents Augment vs. Replace: A Working Map for the Agent Economy
The augment-versus-replace question rarely splits along whole jobs. It splits along tasks. Agentic AI sold as a service tends to absorb the
A. Reyes · Jun 5, 2026 · 14 min
The Macroeconomics of an Agent-Augmented Economy
When AI agents become cheap, autonomous workers sold per-task or per-outcome, the textbook macro relationships start to wobble. Output can g
R. Devi · Jun 4, 2026 · 14 min
The Displaced-Worker Reskilling Question Nobody Wants to Answer Honestly
When agentic AI is sold as a service and priced per task, the displacement curve looks different from past automation waves: it hits cogniti
N. Adeyemi · May 30, 2026 · 17 min
The Geography of Agent-Driven Labor Change: Why Where You Work Decides How Agents Hit You
Agent-driven labor change isn't landing evenly. The same wave of autonomous AI agents that barely touches a logistics hub in Ohio can hollow
E. Marchetti · May 30, 2026 · 13 min
The Long-Term GaaS Market-Size Projections, Scrutinized
Every analyst deck now carries a hockey-stick chart for Agentic AI-as-a-Service, with trillion-dollar figures landing somewhere between 2030
R. Devi · May 28, 2026 · 12 min
Agent-Driven Inequality: Who Actually Wins and Who Quietly Loses
Agentic AI-as-a-Service doesn't distribute its gains evenly. The early winners are the people and firms that own the agent stack, sit closes
S. Bauer · May 14, 2026 · 11 min
The Contrarian Case That GaaS Is Overhyped: A Skeptic's Field Guide
Agentic AI-as-a-Service is being sold as the next platform shift, but the gap between demo and durable production is wider than the pitch de
N. Adeyemi · May 9, 2026 · 12 min
The Hidden Carbon Bill: What It Really Costs the Planet to Run AI Agents at Scale
Running one AI agent is trivial. Running a million of them, each firing off dozens of model calls per task, is a data-center problem dressed
A. Reyes · May 3, 2026 · 15 min
What Agent Adoption Actually Does to Wages and Productivity
Agentic AI bought as a service raises measured productivity fastest in the messy middle of the skill curve, but the wage effect is split: wo
R. Devi · Apr 30, 2026 · 15 min
The Consolidation Endgame: How Many GaaS Winners Actually Survive
Most agentic AI-as-a-service companies funded in this cycle will not exist as independent businesses in five years. The math is brutal but p
T. Brennan · Apr 15, 2026 · 15 min
Agents in the Developing World: Leapfrog or Divide?
Agentic AI sold as a service could let lower-income economies skip stages of development the way mobile money skipped bank branches, or it
S. Bauer · Apr 13, 2026 · 13 min
Small Teams, Big Output: Inside the Agent-Leveraged Company
The agent-leveraged company is an organization that deliberately replaces headcount growth with fleets of autonomous AI agents bought as a s
N. Adeyemi · Mar 26, 2026 · 13 min
The Cultural Backlash Against Agent-Everything Is Already Here -- And It's More Strategic Than It Looks
A countercurrent is forming against the "agent-everything" pitch: consumers, workers, and even buyers of Agentic AI-as-a-Service are pushing
M. Hale · Mar 26, 2026 · 11 min
Unions, Labor Law, and Autonomous Agents: Who Speaks for Workers When the Workforce Is Software?
Autonomous AI agents sold as a service (GaaS) don't fit cleanly into labor law, which was written for humans who clock in, get paid, and can
T. Brennan · Mar 20, 2026 · 11 min
The New Jobs the Agent Economy Is Quietly Creating
The loudest conversation about AI agents is about the jobs they take. The quieter, more interesting story is the jobs they make. As companie
J. Okafor · Mar 19, 2026 · 16 min
Who Captures the Productivity Gains From Agents? Follow the Surplus
When an AI agent does in twenty minutes what used to take a paralegal two days, real value gets created. The hard question isn't whether age
C. Whitlock · Mar 19, 2026 · 12 min
The Ethics of Replacing Humans With Agents: A Working Framework for the GaaS Era
Replacing a human with an autonomous agent is not a neutral efficiency upgrade, it's a moral decision with winners, losers, and second-orde
J. Okafor · Mar 16, 2026 · 17 min
Public Trust in Autonomous Agents: Closing the Perception Gap
Most people say they distrust autonomous AI agents while quietly using them every day to route their email, screen their calls, and reorder
J. Okafor · Mar 9, 2026 · 14 min
Policy Responses to Agent-Driven Displacement: What Actually Works, What's Theater
AI agents sold as a service are starting to absorb whole workflows, not just discrete tasks, and that changes the displacement math in ways
L. Karlsson · Mar 2, 2026 · 13 min
The Gig Economy vs. the Agent Economy: What Changes When Your "Worker" Is Software
The gig economy unbundled jobs into tasks and matched them to humans through a marketplace. The agent economy is unbundling those same tasks
L. Karlsson · Feb 27, 2026 · 12 min
When the Bottom Rung Disappears: Agents and the Future of Entry-Level White-Collar Work
Entry-level knowledge work, the analyst pulling data, the paralegal summarizing depositions, the junior dev fixing tickets, is exactly the
A. Reyes · Feb 25, 2026 · 12 min
The "Agent Boss" Is Already Here: What It Means to Manage a Fleet of AI Agents
An "agent boss" is a person whose primary job is directing, supervising, and being accountable for a fleet of AI agents rather than doing th
S. Bauer · Feb 19, 2026 · 13 min