Human-AI Collaboration

• Principles - clarity is key
• If software is generated and works, save it. It will provide a clear reference for downstream work if AI forgets things. Digital code is the best reminder.
• Use graphs to clarify use cases, such as [1]
• AI can parse JPGs for text and diagrams - which is like having a smart expert derive semantics from what you show to them
• At all time, clear algorithm is key.
• Ports are key in schemas, instead of trying to describe how things attach verbally. Ports define connection method, regardless of or prior to any geometrical transformation