Without context
15%
3 / 20 correct
With Enkeon
85%
17 / 20 correct
Answer correctness14 additional correct answers
Method
Twenty questions were generated from retained notes. The same model answered each question without recalled context and with Enkeon retrieval. A grader, not told which condition produced an answer, checked correctness against the retained note.
The 28 September 2026 report records 3 of 20 correct without context and 17 of 20 with Enkeon: a difference of 70 percentage points.
Scope and limitations
- The retrieved study summary does not identify the model version.
- This measures correctness for knowledge-specific questions, not general writing quality or coding ability.
- Questions derived from retained knowledge favor a system with access to that knowledge; this is the intended comparison.
- A single internal check does not establish uncertainty across repeated runs.
- The chart connector expresses the difference between conditions, not measurements over time.