Lecture, Interview, Fireside Chat, Panel, Conference Presentation
Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | Applications, Coding AI
- The internet is expected to evolve into an "agentic web" characterized by immersive, pixel-based experiences and software composed primarily of autonomous agents rather than static web pages.
- Processing capabilities for agents are predicted to expand from seconds to minutes, hours, and eventually days of continuous activity before delivering final reports.
- Cybersecurity will see the emergence of entire new product categories and companies dedicated to protecting AI agent sandboxes and computing environments.
- Cloud infrastructure is forecast to self-optimize and configure automatically without human intervention, evolving into a "self-driving" system.
- The total addressable market for software creation is projected to expand 10 to 100 times as AI agents autonomously write, repair, and secure code.
- Business models relying on static content, scarce code production (e.g., drag-and-drop builders), or traditional long procurement cycles face significant challenges, while those exposing agentic interfaces like MCP, CLIs, and APIs are expected to thrive.
- Off-the-shelf applications will increasingly be replaced by highly customized software generated at higher velocities, and consumption-based pricing with direct token access will surpass traditional enterprise sales.
- Customer support interactions will shift to agent-to-agent communication for filing requests or reports, replacing direct human contact.
- Value is expected to accrue to physical infrastructure layers, including chips, data centers, power, and cooling, at least through 2026.
- Significant infrastructure build-out is required to serve the massive, unforeseen demand from coding agents, a capacity that existing rate limits currently fail to address.
- Energy breakthroughs in fission, fusion, and geothermal are anticipated to be critical due to the bi-directional relationship between energy generation and intelligence.
- Space technology is viewed as a logical extension of high-availability infrastructure thinking with a long-term aspiration toward a multi-planetary species.
- Security will become a primary consideration in the agentic world, necessitating new guardrails and protections for the broader internet.