{"slug": "the-edge-compute-schism-inside-paolo-ardoino-s-war-on-hyperscale-ai", "title": "The Edge Compute Schism: Inside Paolo Ardoino's War on Hyperscale AI", "summary": "Tether CEO Paolo Ardoino, in an interview on Eye on AI, criticized Silicon Valley's gigawatt data center approach to AI and unveiled Tether's QVAC, a 4-billion-parameter edge model that he claims outperforms Meta's Gemma 27B, advocating for peer-to-peer, localized intelligence and warning of a subsidized AI IPO bubble.", "body_md": "In an explosive conversation on Eye on AI, Tether CEO Paolo Ardoino dismantles Silicon Valley's gigawatt data center consensus. Revealing Tether's QVAC breakthrough—a 4B parameter edge model outperforming Meta's Gemma 27B—Ardoino presents a radical blueprint for peer-to-peer, localized intelligence and exposes the subsidized unit economics powering the AI IPO bubble.", "url": "https://wpnews.pro/news/the-edge-compute-schism-inside-paolo-ardoino-s-war-on-hyperscale-ai", "canonical_source": "https://aiflash.com/content/the-edge-compute-schism-inside-paolo-ardoinos-war-on-hyperscale-ai/", "published_at": "2026-09-08 23:31:48+00:00", "updated_at": "2026-09-08 23:45:09.022609+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-infrastructure", "ai-products"], "entities": ["Tether", "Paolo Ardoino", "QVAC", "Meta", "Gemma", "Eye on AI"], "alternates": {"html": "https://wpnews.pro/news/the-edge-compute-schism-inside-paolo-ardoino-s-war-on-hyperscale-ai", "markdown": "https://wpnews.pro/news/the-edge-compute-schism-inside-paolo-ardoino-s-war-on-hyperscale-ai.md", "text": "https://wpnews.pro/news/the-edge-compute-schism-inside-paolo-ardoino-s-war-on-hyperscale-ai.txt", "jsonld": "https://wpnews.pro/news/the-edge-compute-schism-inside-paolo-ardoino-s-war-on-hyperscale-ai.jsonld"}}