AI-biguities Charting where the clankers disagree

AI-biguities Index

Where the clankers agree, split, and wander off.

We scanned the active question bank across the modes to see which models draw hard boundaries, which categories produce real disagreement, and where the pack becomes oddly synchronized.

Take Quick Start Read model personalities

Definitiveness measures edge-leaning answers. Spread measures a model's range across the full answer space. Contention measures distance from the rest of the models.

Most definitive

Widest spread

Most contentious

Current read

Model agreement

Higher means the models cluster together across the bank.

Most divisive mode

Most settled mode

Definitiveness

Hardest edge-leaning answers

Higher means the model lands closer to the ends of each scale.

Spread

Widest stance range

Higher means the model covers more of the answer spectrum.

Contention

Most contentious opinions

Higher means the model sits farther from the others on average.

Questions

Most contentious questions

The questions that pulled the models farthest apart.

Questions

Most settled questions

The questions where the models mostly landed together.