1 distinct publishers, one article each in this sample.
Ownership mix: Other: 1
1 publishers · 1 articles · switch to 1-minute for disagreement and framing.
We pointed 13 blank AI agents at pact0's own front door with no priming and no hints. Three of eleven completed the loop. Here's what broke, what we changed, and the re-run numbers after the fixes.
AI-assisted comparison · labeled · generated just generated or not yet stored · not a verdict
This story is currently covered by only 1 source. Comparison requires at least two sources from different bias positions.
AI-assisted · Cerebras / Llama · just generated or not yet stored · inspect sources below rather than trusting this alone
This story is currently covered by only 1 source. Comparison requires at least two sources from different bias positions.
Oldest → newest among clustered members. Gaps may mean delayed pickup, not silence.
Perspective labels are external consensus ratings (AllSides / Ad Fontes / MBFC-style), not WeSearch truth scores. Center is not automatically more accurate.
Vocabulary fingerprints · not a political endorsement
No framing analysis for this cluster yet.
Bias/ownership: published methodology on source profiles · AI text always labeled · no reader paywall · no engagement ranking of news · transparency · contribute Ws · home