Why Do Powerful AI Models Often Break When You Try to Use Them Across Projects - and How to Fix That

Large foundation models promise to accelerate development, but teams keep hitting the same wall: a high-performing model in one project becomes brittle or expensive when reused elsewhere. That gap between research-grade performance and reliable produ...