AI Trends

The most important trends shaping the AI industry.

critical high confidence

AI Workforce Displacement

Unlike previous automation, AI replaces intellectual labor with no obvious fallback profession

critical high confidence

Future of Work

AI is fundamentally reshaping employment, skills, and the nature of work itself

Knowledge Work Disruption
critical high confidence

Knowledge Work Disruption

AI models now outperform human experts on professional tasks

Open Frontier Research
critical high confidence

Open Frontier Research

The Movement to Keep AI Research Open and Collaborative

Rise of AI Agents
critical high confidence

Rise of AI Agents

From chatbots to autonomous workers - AI that takes action

emerging medium confidence

Agents as Employees

AI agents are shifting from assistants to autonomous workers with credentials, identity, and purchasing authority

emerging high confidence

AI Reshaping Design

AI agents are forcing the design profession to abandon its traditional process

Application Over Training
emerging high confidence

Application Over Training

The Strategic Shift from Model Development to Product Development

End of Scaling Era
emerging high confidence

End of Scaling Era

The Return to Research-Driven AI Progress

emerging medium confidence

Solo AI Founders

One-person companies reaching millions in revenue using AI agents instead of employees

emerging medium confidence

The Skill Economy

Agent skills becoming a monetizable, tradeable layer — creating marketplaces, new roles, and a SaaS-like ecosystem for AI capabilities

emerging moderate confidence

Universal Basic Income

UBI emerges as the leading policy response to AI-driven workforce displacement

growing medium confidence

AI Bubble

Growing concerns about overinvestment in AI and the risk of a market correction

growing high confidence

AI Safety

AI safety research, governance, and risk mitigation emerging as a critical field

growing high confidence

Enterprise Pivot

The industry-wide shift from consumer AI experiments to production enterprise deployments

established high confidence

Model Commoditization

AI models becoming commodity products as value shifts from training to applications

The Generalization Gap
established high confidence

The Generalization Gap

Why AI Excels on Benchmarks but Struggles in the Real World

The Chatbot Era
declining high confidence

The Chatbot Era

Q&A interfaces giving way to autonomous agents that take action

accelerating high confidence

Reasoning Models

A new class of AI models that think before answering, trading speed for accuracy on hard problems

SaaS-to-AI Transformation
accelerating

SaaS-to-AI Transformation