- Lecture
- 3,377 words
- Transcript
- 3,452 words
- Slides
- 24 specified
Lecture library
Sixteen complete, text-first lecture packages
Each package joins a complete HTML lecture to controlled notes, a no-video transcript, a slide-production script, a worked synthetic case, a source manifest, and a deterministic ZIP.
- Coverage
- 16 of 16 weeks
- Source
- Controlled Markdown
- Review
- Human review and timed pilot pending
Lecture sequence
- Lecture
- 3,372 words
- Transcript
- 4,854 words
- Slides
- 24 specified
- Lecture
- 3,051 words
- Transcript
- 4,289 words
- Slides
- 24 specified
- Lecture
- 3,328 words
- Transcript
- 4,433 words
- Slides
- 24 specified
W05 · Explain
Generation, Source Use, Citation, and Absorption
Was a source merely displayed, or did it shape the answer?
- Lecture
- 3,001 words
- Transcript
- 4,044 words
- Slides
- 24 specified
- Lecture
- 3,300 words
- Transcript
- 4,106 words
- Slides
- 24 specified
- Lecture
- 3,143 words
- Transcript
- 4,112 words
- Slides
- 24 specified
- Lecture
- 3,063 words
- Transcript
- 4,060 words
- Slides
- 24 specified
W09 · Intervene
Evidence-Rich Content Architecture
How can structure improve use without distorting facts?
- Lecture
- 3,048 words
- Transcript
- 4,132 words
- Slides
- 24 specified
W10 · Intervene
Entities, Authority, and Source Ecosystems
How does a fact become corroborated beyond one owned page?
- Lecture
- 3,139 words
- Transcript
- 4,122 words
- Slides
- 24 specified
W11 · Intervene
Multilingual, Multimodal, and Agentic Surfaces
What changes when the source is an image or the system can act?
- Lecture
- 3,143 words
- Transcript
- 4,253 words
- Slides
- 24 specified
- Lecture
- 3,216 words
- Transcript
- 4,064 words
- Slides
- 24 specified
- Lecture
- 3,106 words
- Transcript
- 4,045 words
- Slides
- 24 specified
- Lecture
- 3,193 words
- Transcript
- 4,114 words
- Slides
- 24 specified
W15 · Validate
Fair Attribution and Mechanism Design
Can visibility incentives reward useful evidence?
- Lecture
- 3,035 words
- Transcript
- 4,030 words
- Slides
- 24 specified
- Lecture
- 3,063 words
- Transcript
- 4,007 words
- Slides
- 24 specified