If the rewand channel has only one bit per day I don't think any agent can infer much about the authors. Their days maybe. Some fundamental components of their preferrences possibly. But nothing a human could infer from all the bits of background he possesses. There are convergence rate results for classifiers that require just too many sample to extract enough information - especially in the face of real life feature vectors.