ABIS Program

Adaptive Behavioral Intelligence System

ABIS is the flagship CIJ Labs program for deterministic behavioral measurement, with current work focused on AI model drift, stability, and intervention limits.

10 Mar 2026validatedabisprogramdrift-monitoring

Overview

ABIS treats behavior as a measurable structure rather than a vague quality score. The program converts outputs into fixed mathematical signatures, then uses those signatures to study stability, drift, and the limits of intervention.

What the program is trying to prove

  • Behavioral drift can be detected deterministically.
  • Drift signatures can be compared across models and domains.
  • Stability is a distinct property from benchmark capability.
  • Some drift is correctable and some is architecturally irreversible.

What is public here

This site publishes paper summaries, findings studies, validation notes, and selected PDFs. It is designed to make the current research legible without exposing protected implementation details.

Read the whitepaper archive

Browse drift-monitor studies

See validation notes