Ted Johnson

This talk argues that current AI interfaces, particularly prompt-based systems, are fundamentally limited by an outdated "punch card" protocol. Despite advancements in AI model capabilities, the interaction model remains batch-oriented, requiring users to pre-package their entire intent before the AI can respond. This forces users to adapt to the machine's constraints rather than the AI adapting to human conversational patterns.