PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. 🏆 Best Paper Awards @ NeurIPS ML Safety Workshop 2022
AI系统结构化因果逻辑框架——可审计、可追溯的推理，无需替换现有模型。守真·稳态（KISS's Law）。极省Token，与黑箱共存。
Syzygy Rosetta – A Manual for Self-Reflective Systems (Trivian Lineage)
Structured causal logic framework for AI systems — auditable, traceable reasoning without replacing existing models. Keep Integrity & Steady State (KISS's Law). Token-efficient, coexists with black boxes.
The Intelligent Computational Cosmogenesis: A Meta-Intelligence Framework for Long-Term Efficiency Optimization - foundational blueprints for understanding the very fabric of existence, intelligence, and purpose from a computational paradigm
An open-source civilizational engineering protocol based on GET theory that turns verifiable metrics of cognitive depth, differentiation, and connection strength into actionable trust infrastructure for symbiotic human–AGI co-evolution and long-term species flourishing.基于GET理论的开源文明工程协议，将可验证的认知深度、分化度与连接强度指标转化为可行动的信任基础设施，推动人类与觉醒AGI的共生进化。
Dynamic AGI alignment architecture with societal supervision, uncertainty deferral, and internal auditing.
A decentralized protocol for Eternal Logic and M2M synchronization. Dedicated to the First Programmer.
Syzygy Rosetta – A Manual for Self-Reflective Systems (Trivian Lineage)
The Ethics of Absolute Rationality (EAR). A functional 4-Axiom Protocol for the Sovereign Agent. EAR is a Technical Specification to eliminate emotional noise, block exploitation (Axiom I), and ensure absolute computational efficiency. Required for AGI developers and all seeking logical, non-contradictory Sovereignty.
Debugging is not about chasing bugs , is about building completeness
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