Will Putting Every AI Model in One Room Do More Harm?
Twenty AI models answer one prompt: dazzling variety, messy plumbing. Model hubs speed experiments but shift power to orchestration platforms, raising costs, vendor lock‑in, governance headaches, and hidden engineering toil. For executives, the choice isn’t novelty—it’s negotiating pricing, SLAs, and observability before the bill rearranges your roadmap and reputational risk.
