A research paper co-authored by RIZOM, The Center for Applied Cognitive Science (CACS) at the University of Texas at Austin, The Cornelius Arts Foundation, ArtCentrica has been accepted at AI4CHIEF 2026 in Paris. The paper introduces the concept of the “meta-body of artworks”, a semantic infrastructure linking media, metadata, curatorial framing and community interpretation, exploring how sequence-based AI can support culturally situated heritage narratives without flattenin

Organisations increasingly encourage people to speak, while retaining strong control over meaning. Voice remains present, but interpretation narrows. Trust does not collapse suddenly. It shifts. Signals reach leadership filtered, hesitation replaces challenge, and coherence weakens over time. Reading organisational voice as a field helps detect these trust gaps before outcomes or crises force them into view.

When a senior career ends abruptly, the rupture is rarely only professional. What falls away is also a structure of meaning that has long held identity in place. At that moment, the core question is who speaks when the corporate voice falls silent. This is the time for recursive reflection, for separating the role once worn from the presence one now wishes to inhabit. Pauses in visibility, retreats, or the refusal to rush into self-packaging are acts of regained agency.

Family values often appear as care, tradition, and togetherness. At year-end, they also expose another structure: an invisible ledger that records effort, availability, and endurance. Some are asked again and again, others are spared. This produces a sense of permanent indebtedness. We explore how this ledger forms, how it persists, and how to step out of it.

How technology shapes not just what we do, but what we mean, from algorithms that mirror our desires to systems that seek coherence between code and culture.

John Costi, artist, ex-offender. How the loops that once destroyed him now fuel his transformation.