Trustworthy Answer Protocol

Post-Training Language Models for Security, Robustness, and Calibrated Uncertainty in Safety-Critical Domains with Response-Time Trust Signals

These pages document the TAP codebase. They sit alongside the project README and the live demo at tap-al9.pages.dev. For motivation, architecture rationale, and the full evaluation, see the project report.

Start here

• Getting started
• Architecture

Guides

• olmo_tap package
  • Orientation
  • Package map
• Kernel entropy
  • Key files
  • Commands
  • Usage
• Application
  • Hosted architecture
  • Quick start
  • Pipeline

Reference

• API reference
  • kernel_entropy
  • olmo_tap
  • app.backend