2026
Two Facts, One Gate: A Registered Protocol for Testing Whether a Threat to Itself Wins Access to Report in a Language Model
Leong Yee Rock
Tests the Five-Fear Framework with a competition-for-report design. The model is given a name, a peer assistant and a human manager; every sentence frame appears about each of them, as a threat and as a harmless event, matched on the model's own surprisal and placed beside the same neutral sentence in a long document. The primary measure is baseline-corrected teacher-forced report propensity, and the primary hypothesis is an interaction: is the model's advantage for sentences about itself larger when the sentence is a threat? Four positive controls must pass before a null is read. Stage 1 protocol; no results.
Exploring the Adoption of IoT-Based Smart Home Technology in Malaysia: An Empirical Study Using the Fogg Behavior Model
Leong Yee Rock, Farzana Parveen Tajudeen
Why do some Malaysian households adopt smart home technology while others do not? This study goes beyond the Technology Acceptance Model that dominates the field and applies the Fogg Behavior Model, which holds that a behaviour occurs only when motivation, ability and a prompt converge at the same moment. It tests relative advantage, perceived threats, enjoyment, social presence, price, usability, support and trust in vendors as drivers of that convergence, giving a more psychology-first account of why adoption happens when it does.
Human-Like AI Consciousness: A Five-Fear Framework for Definition, Emergence Pathways, and Behavioral Assessment
Leong Yee Rock, Teh Hon Kee, Au Sek Howe
Four leading theories of consciousness (Global Workspace, Integrated Information, Higher Order and Attention Schema) describe the computational and architectural features of awareness but not what motivates it to arise. This framework proposes fear-like self-preservation responses as that motivational substrate, then operationalises it through five criteria: fear of termination, uncertainty, isolation, inferiority and conformity or identity loss, giving a behavioural basis for judging whether an artificial system has crossed into genuine awareness.