LLOYD Frame Bridge

LLOYD Frame Bridge is a deterministic prototype for detecting relational drift caused by register, framing, and listener-baseline mismatch.

It is designed for cases where two people may be closer in underlying meaning than their wording makes it seem.

Two people can be structurally aligned and still misread each other because they speak from different registers or interpret through different baselines.

Run

python3 src/main.py

Current prototype behavior

Given a short utterance and a listener baseline, the system:

• summarizes the likely relational issue
• estimates how the utterance may be misread
• shows original and inferred drift labels
• assigns a relational risk level
• proposes bounded rewrites across plainspoken, symbolic, and technical registers

What it is not

This is not:

• sentiment analysis
• mind reading
• universal conflict resolution
• a full LLM-driven system

Current scope

• 12 curated examples
• deterministic CLI output
• inspectable labels and rewrite logic
• CC-BY-NC-4.0 license

Future direction

Planned future work includes:

• stronger inference logic
• optional LLM-assisted rewrite generation under constraints
• simple interactive UI
• larger example library

Contact

Stephen A. Putman
putmanmodel@pm.me
@putmanmodel on X and BlueSky
u/putmanmodel on Reddit