# Agents, unlocked in 2026, make every constrained resource scarcer

- **Speaker:** Greg Osuri
- **Attribution:** attributed
- **Said:** 2026-03-28
- **Theme:** AI Agents — https://www.gregosuri.com/predictions/ai-agents/
- **Source:** Akash Network - Decentralized Cloud Built for AI's Next Frontier (DePIN Connection)
- **Watch at:** 00:34:20 — https://www.youtube.com/watch?v=QuVl2mVHRyo&t=2060s
- **Canonical:** https://www.gregosuri.com/predictions/ai-agents/2026-03-28-agents-unlocked-in-2026-make-every-constrained-res-xvxn/
- **Cite as:** Greg Osuri, "Agents, unlocked in 2026, make every constrained resource scarcer," Akash Network - Decentralized Cloud Built for AI's Next Frontier (DePIN Connection), 28 Mar 2026, 00:34:20. https://www.youtube.com/watch?v=QuVl2mVHRyo&t=2060s

## Quote — verbatim

> It's no longer GPUs and no longer energy. You have memory, you have disk. Every resource that is physically constrained is going to get scarcer scarcer scarcer because of AI. Cuz we have unlocked in 2026 the biggest consumer of inference which is agents.

## Context — site annotation, not spoken

Cites $40,000/month single-user inference bills as evidence that agent token consumption is unsustainable at cloud prices.