{"slug": "the-thirty-percent-confession", "title": "The Thirty Percent Confession", "summary": "Salesforce published a research paper acknowledging that approximately 30% of AI tasks do not require expensive GPU-based processing, contradicting the industry's prevailing assumption that all AI workloads demand high-cost silicon. The enterprise software giant's own findings suggest that much of what is marketed as advanced AI is actually simpler lookup operations that could run on cheaper hardware.", "body_md": "Last time I told you the AI industry is paying a tax it doesn’t have to pay — that a great deal of what we grandly call “AI” is really just looking things up, and we’ve chosen to do that looking-up on the most expensive silicon ever manufactured. A number of you wrote to say I was overstating it. Surely, you said, the people setting hundreds of billions of dollars on fire know something I don’t. So this week I won’t argue with you. I’ll let one of the largest companies in enterprise software argue with you instead — because it already has, in a research paper it published itself and seems to have hoped you wouldn’t read too closely. The company is Salesforce. […]\n\nThe post", "url": "https://wpnews.pro/news/the-thirty-percent-confession", "canonical_source": "https://www.cringely.com/2026/06/02/the-thirty-percent-confession/", "published_at": "2026-06-02 15:26:47+00:00", "updated_at": "2026-06-03 16:45:36.547317+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-infrastructure", "ai-chips", "ai-research", "ai-products"], "entities": ["Salesforce"], "alternates": {"html": "https://wpnews.pro/news/the-thirty-percent-confession", "markdown": "https://wpnews.pro/news/the-thirty-percent-confession.md", "text": "https://wpnews.pro/news/the-thirty-percent-confession.txt", "jsonld": "https://wpnews.pro/news/the-thirty-percent-confession.jsonld"}}