Redditors debate: when will a normal PC run Sonnet-level AI locally?

JumpAppropriate714 · reddit · 2026-10-11

A Reddit post argues that running Claude Sonnet-level coding, reasoning, and agent capabilities entirely on a regular consumer PC — no subscriptions, no API limits, no cloud dependency — would be one of AI's biggest turning points, reshaping how software is built. The author stresses this means a decent-GPU consumer machine, not a $10,000 workstation, and asks the community how far away we really are: 2 years, 5 years, or is there a fundamental bottleneck that makes it much harder than it seems?

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