Beyond Mimicry: Preference Coherence in LLMs. - Luhan Mikaelson; Derek Shiller; Hayley Clatterbuck (CoRR, 2025)

Consciousness in Artificial Intelligence? A Framework for Classifying Objections and Constraints. - Andres Campero; Derek Shiller; Jaan Aru; Jonathan Simon (CoRR, 2025)

Estimating the Scale of Digital Minds. - Derek Shiller (CoRR, 2026)

Initial results of the Digital Consciousness Model. - Derek Shiller; Laura Duffy; Arvo Muñoz Morán; Adrià Moret; Chris Percy; Hayley Clatterbuck (CoRR, 2026)

Beyond Behavioural Trade-Offs: Mechanistic Tracing of Pain-Pleasure Decisions in an LLM. - Francesca Bianco; Derek Shiller (CoRR, 2026)

Do as I Say, Not as I Do: Instruction-Induction Conflict in LLMs. - Carolina Camassa; Derek Shiller (CoRR, 2026)