I've seen this pattern repeatedly in AI development. Someone builds an impressive prototype. The...
I've seen this pattern repeatedly in AI development.
Someone builds an impressive prototype.
The prompt works.
The demo looks amazing.
Everyone in the meeting gets excited.
The demo worked perfectly. ✅ Production? First real users. 50% failure rate. ❌ The Gap...
Every week, a new product announces an AI feature. A chatbot. An agent. A smart assistant. An...
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
The agent looked unstoppable in the demo. Six weeks later it is still "almost ready to go live." If...
The gap between an agent that demos well and one that survives production is mostly compounding probability, not model quality.…
