KOKKI Protocol Reimagined: Shifting from Hallucination Control to Enhanced Governance
research#llm📝 Blog|Analyzed: Feb 13, 2026 05:45•
Published: Feb 13, 2026 02:54
•1 min read
•Zenn ChatGPTAnalysis
The KOKKI Protocol is evolving! Instead of directly fighting Large Language Model (LLM) "Hallucination", the innovative KOKKI v15.5 shifts focus to a "Governance / Observability Layer," making the reasoning process transparent. This marks a significant step towards understanding and controlling how our AI systems operate.
Key Takeaways
- •KOKKI v15.5 focuses on governance and observability, not eliminating "Hallucination".
- •The protocol reveals the LLM's thought process, highlighting areas of uncertainty and dependence.
- •This approach is suitable for scenarios prioritizing transparency over speed, such as code reviews and legal document analysis.
Reference / Citation
View Original"KOKKI is not getting rid of errors. Instead, it makes it clear where the model got lost, on which logic it depended, and which premises are weak."