

Avtar Sehra
4.2K posts

@avtarsehra
Founder/CEO STBL. Founded KAIO and Nivaura. Financial Engineer and Theoretical Physicist. Fascinated with Group Theory of Rubik’s Cubes











This video did 10M views in 24 hours. 100% made by Al. we're cooked 😭

🧵 $STBL is taking too long? Really? Let's compare to how actual crypto infrastructure gets built. Here's the timeline for every major protocol that became core infrastructure 👇


We are happy to announce our partnership with @redstone_defi to implement independent Proof of Reserves (PoR). This integration is purpose-built for verifiable reserve transparency, adding an additional layer of assurance on top of STBL’s internal PoR framework. By combining Redstone’s third-party attestation with STBL’s continuous, protocol-level internal verification, we are strengthening trust to deliver an institutional-grade financial infrastructure.








Great podcast on scaling agent economies and what the future could look like. One push on the scaling thesis: in a trillion-agent economy, the key constraint may not be compute, but coordination. Once billions to trillions of agents are interacting, the bottleneck becomes coordination, ordering of actions, settlement finality, and preventing coordination failures across systems where timing precision may need to move from milliseconds toward picoseconds. In other words, time becomes the limiting factor for a global, fair coordination layer that can support a true machine economy. Curious for your view, @pmarca: how do the traditional scaling rules for tech change when global coordination, rather than compute, becomes the main limit? I write a draft paper on this recently, see link below.

🆕 Marc Andreessen’s 2026 AI Thesis: Agents, Open Source, and Why This Time Is Different latent.space/p/pmarca @pmarca of @a16z says AI people keep swinging between utopian and apocalyptic for one simple reason: this field has been “almost here” for 80 years. But now, the breakthroughs are no longer theoretical. Reasoning, coding, agents, and self-improvement are all starting to work at once. This episode goes deep on AI winters, OpenAI + OpenClaw, infrastructure overbuild risk, proof-of-human, why software may soon be written mostly for bots, and why the real bottleneck may be society adopting AI rather than the models improving.