Tools
Practical frameworks, interrogation scripts, and architectural patterns for AI accountability in high-stakes operations.
Visual Decks
Presentation decks from the Sideways Arc and related AI interpretability research.
Frameworks & Tools
AI vs IFC - Executive Extract
Executive summary of AI accountability gaps in development finance
AI vs IFC - Technical Companion
Technical analysis of IFC Performance Standards and AI systems
Calvin Convention - Contractual Framework
Contractual structure for AI accountability in operations
Calvin Convention - Narrative Overview
Narrative explanation of the Calvin Convention framework
Human in the Loop: Not Enough
Analysis of human oversight limitations in AI-driven operations
Industrial Safety Architecture
Applying industrial safety principles to AI systems design
Vendor Interrogation Script
Questions for evaluating AI vendors on accountability standards
Appendix A: Right of Override
Framework for human override rights in AI-assisted decision systems
Appendix B: Edge Case Registry
Registry of edge cases for AI accountability in operational contexts