Before Surmise
Requires Training Data
Hallucinations
Lacks Data Security
Unverifiable Claims
Black Box


After Surmise
No time intensive
training needed
Confidence scores on
each claim
Deploy Locally or in the Cloud
Citations for each claim
Browsable data flow