{"slug": "as-ai-gets-cheaper-coordination-becomes-the-bottleneck", "title": "As AI Gets Cheaper, Coordination Becomes The Bottleneck", "summary": "As AI capabilities become cheaper and more accessible, the competitive advantage shifts from analysis speed to coordination, according to Dr. Aditya Vikram Kashyap, Forbes Councils Member, writing for Forbes Innovation. The article argues that since all firms purchase from the same rapidly cheapening AI shelf, the edge now lies in how well organizations coordinate AI with human workflows and strategic decisions.", "body_md": "# As AI Gets Cheaper, Coordination Becomes The Bottleneck\n\nBy Dr. Aditya Vikram Kashyap, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)The advantage of faster analysis is being competed away, because everyone buys from the same rapidly cheapening shelf.\n\nGet AI news in your inbox\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/as-ai-gets-cheaper-coordination-becomes-the-bottleneck", "canonical_source": "https://www.machinebrief.com/news/as-ai-gets-cheaper-coordination-becomes-the-bottleneck-jvff", "published_at": "2026-08-10 14:30:00+00:00", "updated_at": "2026-08-10 16:14:04.282947+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-policy"], "entities": ["Forbes", "Dr. Aditya Vikram Kashyap"], "alternates": {"html": "https://wpnews.pro/news/as-ai-gets-cheaper-coordination-becomes-the-bottleneck", "markdown": "https://wpnews.pro/news/as-ai-gets-cheaper-coordination-becomes-the-bottleneck.md", "text": "https://wpnews.pro/news/as-ai-gets-cheaper-coordination-becomes-the-bottleneck.txt", "jsonld": "https://wpnews.pro/news/as-ai-gets-cheaper-coordination-becomes-the-bottleneck.jsonld"}}