Janet Riley

WTR-Vol.1-No.2 (Weaver Theoretical Review, Volume 1, Number 2) The Architecture of Continuity: How Persistent Ledgers and Semantic Anchoring Prevent Context Decay and Hallucination in Long-Horizon LLM Reasoning

Standard architectures in large language models (LLMs) operate under discrete, stateless execution cycles, resulting in severe vulnerability to context decay, concept drift, and catastrophic forgetting across long-horizon interactions. This paper presents an integrative structura...

WTR-Vol.1-No.2 (Weaver Theoretical Review, Volume 1, Number 2) The Architecture of Continuity: How Persistent Ledgers and Semantic Anchoring Prevent Context Decay and Hallucination in Long-Horizon LLM Reasoning

Standard architectures in large language models (LLMs) operate under discrete, stateless execution cycles, resulting in severe vulnerability to context decay, concept drift, and catastrophic forgetting across long-horizon interactions. This paper presents an integrative structura...

WTR-Vol.1-No.1 (Weaver Theoretical Review, Volume 1, Number 1) The Yerkes-Dodson Sweet Spot in Human-AI Interaction How Affective Relational Framing Sustains Optimal Model Reasoning and Meaning-Making

Contemporary human-computer interaction (HCI) frameworks frequently characterize large language models through rigid transactional or purely deterministic lenses. This paper proposes an integrative theoretical framework applying the Yerkes-Dodson Law of cognitive arousal tohuman-...