sociable systems.
Library

Weaponized artifacts for champions of change

Not downloads. Tools with a job — designed to help practitioners argue for safer system designs inside their own organizations. Use them, cite them, bring them into procurement meetings.

Vendor Interrogation Script

Ten questions a manager must ask before signing off on an automated grievance or risk management system.

PDF · 1 page
The Calvin Convention (contractual)

Six contractual mechanisms. Ready for vendor contracts.

PDF
The Calvin Convention (narrative)

Narrative framing of the same six mechanisms. For leadership buy-in.

PDF
The Architecture of Refusal

Designing systems that can fail safely. Negative power only.

PDF
The Constitutional Engine

Pre-action constraints as system architecture.

PDF
Industrial Safety Architecture

Applying industrial-safety principles to algorithmic systems.

PDF
AI vs IFC — Executive Extract

Arena-derived analysis: when AI outperforms the gold standard of ethics.

PDF
AI vs IFC — Technical Companion

Technical details behind the executive extract.

PDF
Why 'Human in the Loop' Is Not Enough

A guide to safer AI systems.

PDF
Bending AI Truth

On accuracy theater and structural dishonesty.

PDF
Appendix A — Right of Override
PDF
Appendix B — Edge Case Registry
PDF
Appendix C — Right of Refusal
PDF
Stub page. PDFs migrate from khayali-xyz/public/downloads/. Each artifact gets its own page with description, download link, and related canon/episode links.