Zero-hallucination knowledge engine – LLM never reasons, graph does all the work

Posted by skvcool on Monday March 23, 2026 @04:45PM
from the github.com dept.

https://github.com/skvcool-rgb/KOS-Engine

( 3 comments | 4 points | on HN )

Re:Zero-hallucination knowledge engine – LLM never reasons, ... by graphememes on Monday March 23, 2026 @04:51PM (#47494922)

What's the overhead in terms of time and whats the actual mechanisms for provability? Additionally, what breaks because of this, surely there are downsides to Extreme Typo Phonetics correction.

[ Parent | on HN ]

Re:Zero-hallucination knowledge engine – LLM never reasons, ... by skvcool on Monday March 23, 2026 @04:45PM (#47494859)

Share your feedback

[ Parent | on HN ]

Re:Zero-hallucination knowledge engine – LLM never reasons, ... by ngarner on Tuesday March 24, 2026 @09:28PM (#47512008)

Claims of "Zero-hallucination" usually fall apart when the engine has to derive a new insight from the graph. If the LLM isn't reasoning, how are you enforcing Fidelity between the graph source and the final output?

[ Parent | on HN ]