AI Advancement
The One-Step Trap: Why Local Accuracy is Killing Long-Term AI Planning
Relying on one step predictions to model the world is a common shortcut in AI research, but it creates a fundamental scaling wall that we can no longer ignore.
A working publication on AI systems, automation decisions, and software workflows. Start with the newest note, follow a lane, or send a question when a topic connects to a real problem.
Recent notes move a topic from the news cycle into practical judgment.