Today’s “cloud” is concentrated in a handful of mega data centers. Acurast is flipping that model by turning smartphones into a confidential, verifiable compute network—made for Web3 and AI. Founder Dr. Christian Killer explains how they verify hardware, encrypt workloads end-to-end, and deliver trust-minimized compute for price feeds, bridging, LLM inference, web scraping, residential proxy/VPN, and even distributed agent indexing (MIT NANDA).Timestamps[00:00] Intro & the problem: compute is centralized in ~5 companies[00:02] Christian’s path (gaming → Bitcoin Lightning NFC → Web3 infra)[00:04] Why decentralize compute? Cost, control, and data misuse risk[00:05] Phones vs servers: performance-per-watt, economics, upcycling[00:07] The hard bit: verifying hardware + trusted execution environments[00:08] How Acurast works (supply/demand, encrypted jobs, scheduling)[00:09] Web3 demand: price feeds & bridging done trust-minimized[00:10] Web2 demand: scraping + residential IP/VPN for AI startups[00:11] AI focus: inference today, confidential LLMs, agent guardrails[00:13] “Agentic AI” hype vs practice—what actually matters[00:16] Distributed agent indexing (MIT NANDA) explained simply[00:18] What most people miss about LLMs (probabilistic behavior)[00:20] Quantum computing: progress, hype, and reality[00:21] Biggest technical challenges ahead (clustering, MPC, DKG)[00:24] Moore’s Law → performance per watt (phones keep winning)[00:25] DePIN’s real challenge: organic demand & dev UX[00:27] North star metrics & real adoption vs spam[00:28] Roadmap: Cargo (containers), clustering, futures for compute[00:30] The ask: strategic partners & builders; grants/hackathons comingConnecthttps://acurast.com/https://x.com/acurasthttps://x.com/killercsecurityDisclaimerNothing mentioned in this podcast is investment advice and please do your own research. Finally, it would mean a lot if you can leave a review of this podcast on Apple Podcasts or Spotify and share this podcast with a friend.Be a guest on the podcast or contact us - https://www.web3pod.xyz/

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