PERSON DIRECTORY
Illia Polosukhin
Illia Polosukhin appears in 2 indexed conversations across The Cognitive Revolution. This directory brings every appearance, source, TL;DR, digest, and transcript into one searchable feed.
A Positive Vision for the Future: Part 2 with Illia Polosukhin of NEAR
Illia Polosukhin expects AI-built personal software to displace generic SaaS, shifting value from implementation toward architecture, judgment, trusted execution, and review as agents adapt interfaces and workflows to each user.Personal AI could become a private operating system and purchasing intermediary, reducing advertising, waste, and middlemen, while decentralized compute, formal verification, governance, and biological defenses remain unresolved prerequisites for NEAR’s broader vision.
User-Owned AI: On-Chain Training, Inference, and Agents, with NEAR's Illia Polosukhin
Illia PolosukhinErik TorenbergNathan Labenz
NEAR’s user-owned AI thesis combines private, verifiable inference with decentralized compensation for GPUs, model weights, and proprietary data, with confidential computing offering 1% to 5% measured overhead.The network could turn benchmarks, fine-tuning, and even frontier models into inspectable, tokenized ventures, while unstoppable agents create unresolved risks around security, legal enforcement, human governance, and irreversible actions.