Researchers are investigating how LLMs maintain a consistent internal state across long-form interactions. This study examines the concept of a global workspace to improve coherence in complex reasoning tasks. The findings suggest a shift in how developers manage context windows. Practitioners can use these insights to reduce hallucinations in long-context agentic workflows.