#Anti-sycophancy

vikashjeyaraman

opencouncil-contract-inspector

Proven 2026 Multi-Agent AI Review System – Verdict-Driven Quality Control

OttoRenner

Gentle-Coding

An ongoing, collaborative meta-analysis about Human-AI-Interactions. We aggregate data and knowledge to build a non-abrasive, user-friendly prompting framework tailored to LLM mechanics, ensuring reasoning stability and a friction-free prompting environment that is safe for the human psyche and wellbeing.

focuslead

ai-council-framework

Research-backed methodology for multi-AI collaborative decision-making with structured debate, consensus synthesis, and bias reduction