Applying the frontier adoption, adoption, and mainstream adoption stages to prediction markets

Frontier adoption and mainstream adoption are different problems. At the frontier, success means proving real use cases, monetization, and identifiable customers—even when costs remain high. Moving into the mainstream requires something different: cost must fall, trust must be established, and distribution must fit into behaviors people already have. From AI to crypto and Web3 x AI, understanding where a technology sits on this path is critical to knowing what comes next.

Physical AI is moving from research toward real-world deployment. This blog explores the forces accelerating that shift—from cheaper hardware and higher-quality training data to machine coordination, financing, and payments—and why Web3 could become a critical economic layer for the emerging machine economy.

Why talent, research, capital, and commercialization are converging in Chicago

The next technology cycle is forming at the intersection of two adoption curves

AI Ship Day Recap: July 2026

Decasonic’s Request for Startups

What this year’s conversations revealed about adoption across digital assets, AI and the next generation of financial infrastructure.

Our 5th Annual Web3 Investor Day convenues over 300 investors, allocators, founders, operators and industry leaders

At Web3 Investor Day 2026, nine teams will bring “Investing in Adoption” to life through live demos spanning physical AI, consumer applications, prediction markets, tokenization, institutional credit, and agentic finance. The showcase will feature PrismaX, BitRobot, Giant, Anomaly, Opinion, Kairos, Cambrian, Membrane, and Decasonic, giving attendees a firsthand look at the products shaping the next phase of Web3 x AI.

Explore the state of web3 AI 2026 with insights on AI innovation, crypto's role, and market trends. Discover how the state of web3 AI 2026 shapes tech.

Turn Expertise Into a Unit You Can Score, Compose, and Govern

Exploring and Investing in Web3 Adoption Across Foundations, Flows, and Frontiers

AI creates financial intent. Web3 makes that intent executable.

ETHConf NYC shows how crypto is moving closer to practical economic activity.

AI is making software abundant. The challenge is no longer building software—it’s coordinating, discovering, verifying, and monetizing it. We believe Web3 serves as the economic coordination layer for AI, providing the infrastructure for identity, reputation, payments, ownership, and trust. As agents become economic actors, crypto enables the seamless, machine-native transactions needed to power the next generation of intelligent systems.

AI is compressing the path from idea to revenue. The premium now goes to what compounds.

Build “Need to Have” AI Products, Not “Neat to Have” . The best AI products do not just surprise users. They change behavior. They make the old workflow feel slower, more fragmented, or less intelligent than before.

Our AI Engines Portal Strengthens Collaboration with Portfolio Companies

How founders can build successful TGEs