Presentations¶

Slide decks covering different aspects of the ml-lab ecosystem.

Available decks¶

Evaluation Overview¶

High-level overview of the adversarial debate evaluation methodology, including the experiment arc and key results.

Source: slides/evaluation-overview.md

ml-journal System¶

Architecture and workflow of the ml-journal audit trail system — the four-layer design, entry types, chain patterns, and synthesis ladder.

Source: slides/ml-journal-overview.md

Plugin Architecture¶

Technical overview of the Claude Code plugin structure — agents, skills, dispatch patterns, and the plugin cache sync system.

Source: slides/plugin-overview.md

Format¶

All slides are written in Marp markdown and compiled to PDF. Supporting diagrams are in slides/diagrams/.

To rebuild a deck:

marp slides/<deck-name>.md -o slides/<deck-name>.pdf