Truth-Machine

Infrastructure for interpretive governance in high-stakes decisions.

Written material carries real authority in committees, policy, fiduciary, and compliance settings. Yet persuasive form, repetition, and apparent coherence can outpace evidentiary grounding—allowing influence to accumulate without accountability.

Truth-Machine introduces interpretive governance: it governs what signals are admissible and how written influence may propagate and persist, so authority is earned through evidence and reasoning rather than accumulated by language alone.

Truth-Machine:
Governs admissibility and downstream influence of written signals
• Produces audit-ready interpretive explanations alongside evaluative outputs
• Strengthens judgment without replacing deliberation

Start with Overview to see the governance frame and intended use.