Updates
2026-07-15
Added constraint-thinking modules to AI Literacy and tightened Conversation and Context Engineering language around constraints, response expectations, and facilitator guidance.
What Changed
- Added Thinking in Constraints as a deferred AI Literacy module seed.
- Added The Constraint Landscape as a deferred AI Literacy module seed.
- Linked the new constraint modules into the AI Literacy for the Rest of Us track, the track map, and the module index.
- Refined Conversation Engineering so the learner path treats constraints as part of the conversation structure, not only as prompt wording.
- Refined Context Engineering so the learner path distinguishes supplied context, implied constraints, and response expectations more clearly.
- Updated facilitator notes and supporting sections for Conversation Engineering and Context Engineering to make constraint language easier to teach without implying that learners can inspect hidden model reasoning.
Reviewer Starting Points
- AI Literacy for the Rest of Us
- Thinking in Constraints
- The Constraint Landscape
- Conversation Engineering
- Context Engineering
Next
- Decide whether the constraint modules remain deferred seeds or become active V0 build candidates.
- Keep constraint language visible in practical labs without making the beginner track too abstract.
- Continue reviewing facilitator notes for places where hidden-reasoning language needs tighter boundaries.
Source: updates/2026-07-15.md