Superintelligence Can Pursue Your Goals. But Who Decides What Matters?
Superintelligence can pursue almost any goal. The harder question is who defines what matters, how success is measured, and whether people own the map their agents follow.
The Mindshift AI Inference
When Production Becomes Cheap, Selection Becomes Expensive
AI can generate the interface. That shifts the real value toward curation: knowing what to include, what to ignore, and what deserves trust.
AI Does Not Replace the Work. It Moves It.
AI does not make creative work disappear. It moves the work toward framing, judgment, iteration, and responsibility.
GitHub Issues Are The Todo List For AI Agents
If you want to delegate work to AI agents, you need more than prompts. You need a task object with context, status, and review.
GitHub Turns AI Outputs Into Shareable Work
AI can create a lot of material quickly. GitHub helps turn that material into something collaborators and customers can inspect.
Better Work Design Comes First
Multi-agent workflows do not start with more agents. They start with better work design: separating responsibilities so creation, review, judgment, and context each have their place.