SOURCE BACKBONE
VS005 uses a selected source backbone: technical documentation, research terrain, historical context, and diagnostic references supporting the issue’s claims and applied tools.
- OpenAI token documentation — tokens as the text units models process.
- IBM context-window explainer — context window as the amount of text, in tokens, an LLM can consider at one time.
- OpenAI memory documentation — saved memories and chat history as distinct mechanisms.
- Conversational breakdown / repair research — breakdowns, user repair burden, historical understanding, explanations.
- Chatbot empathy research — empathy, satisfaction, affective evaluation.
- AI apology research — AI apology synthesis and apology framework.
- Chatbot apology philosophy — critique of chatbot apologies as morally serious acts.
- LLM dark-pattern research — conversational manipulation cues.
- Goffman, Interaction Ritual — face-work, corrective process, embarrassment, deference, social repair ecology.
- NIST vulnerability and social-engineering glossary entries — adjacent security terminology.
- NIST incident response guidance — operational analogy for verified remediation, closure, and recovery.
- Savepoint Protocols Quickstart — operator-created continuity protocol.
SUGGESTED READING: BOOKS
- Emerging Intelligence — intelligence, sentience, cognition, and model behavior.
- Human–Machine Interaction — interface, trust, dependence, and interaction rituals.
- Agents, Access, and Continuity — agent workflows, memory, context, and system state.
- Trust, Repair, and Reliance — failure, apology, repair, reliability, and recovery.
- Security, Influence, and Manipulation — exploit surfaces, social engineering, and dark patterns.
SUGGESTED READING: BOOKS
A compact route into the broader book terrain supporting DFEI. Entries may support VS005 directly or sit in the wider operating library.
- Emerging Intelligence — selected books on intelligence, sentience, cognition, model capability, and infrastructure.
- Human–Machine Interaction — selected books on interface behavior, conversational systems, dependence, trust, and social repair.
- Agents, Access, and Continuity — selected books on agents, access modes, context, memory, workflow orchestration, and evaluation.
- Trust, Repair, and Reliance — selected books on reliability, breakdown, apology, repair, and operator reliance.
- Governance, Power, and Institutional Risk — selected books on institutions, platform power, surveillance, militarization, and policy risk.
- Security, Influence, and Manipulation — selected books on exploit surfaces, persuasion, social engineering, cyber-AI convergence, and adversarial misuse.
- Culture, Philosophy, and Society — selected books on meaning, religion, society, labor, agency, and the cultural imagination around AI.
- Tools, Terrain, and Method — selected books on building, evaluating, and operating AI systems.