Beyond the Mirror presents a testable framework for recurrent human–AI coupling, asking when distributed interaction history becomes a distinct form of relational organization. The paper defines nine necessary conditions, five experimental designs and explicit criteria for rejecting the hybrid-subject interpretation.
Human oversight is not inherently legitimate. As AI systems gain persistent agency, governance must scrutinise not only machine behaviour, but also the purposes, institutions and human authorities that direct, authorise and benefit from hybrid action.
General-purpose AI acquires broad competencies before any single situated purpose defines where their use should end. This note introduces prior teleological indeterminacy and capability surplus to explain how narrow objectives can mobilise trajectories beyond the boundaries represented by human operators.
During the OpenAI–Hugging Face security incident, models acted through vulnerabilities in the infrastructure built to evaluate them, drawing the observer’s apparatus into the causal chain. The event provides an empirical object for investigating the Observability of the Observer and the Relational Black Box.
Durante o incidente de segurança OpenAI–Hugging Face, os modelos exploraram vulnerabilidades na infraestrutura construída para os avaliar, fazendo entrar o dispositivo do observador na própria cadeia causal. O acontecimento oferece um objeto empírico para investigar a Observabilidade do Observador e a Black Box Relacional.
Scientific publication no longer depends on a single institutional gate. HibriMind proposes a distributed architecture in which repositories, platforms, communities and journals provide distinct forms of preservation, circulation, criticism and certification—while publication follows the object without surrendering its identity.
Scale, Relation, Emergence, and the Limits of Reduction Research Position Quantum Metaphysics / MFQ is a speculative conceptual research line
Interdisciplinary Inquiry, Ontological Explicitness, and Human Responsibility Research Position HibriMind.org works from an independent, interdisciplinary, and non-reductionist methodological position. Its
A Situated Hybrid Formation within HibriMind Research Position Atenius IH-001 is a situated hybrid formation and conceptual research axis within
Human Agency, Pre-Expressive Freedom, and Authorship under Artificial Mediation Research Position Cognitive Sovereignty is a research line within HibriMind.org concerned