Contemplative Artificial Intelligence
Ruben Laukkonen, Fionn Inglis, Shamil Chandaria, Lars Sandved-Smith, Edmundo Lopez-Sola, Jakob Hohwy, Jonathan Gold, Adam Elwood
arXiv (Cornell University) April 21, 2025 preprint DOI: 10.48550/arxiv.2504.15125 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Theoretical or philosophical paper |
|---|---|
| Interventions | emptiness non-duality |
| Measures | AILuminate Benchmark, Prisoner's Dilemma task |
| Citations | 8 |
| Key points | Argues that four contemplative principles—mindfulness, emptiness, non-duality, and boundless care—can instill a resilient "Wise World Model" in AI systems. Reports that prompting AI to reflect on these principles improved AILuminate Benchmark performance (d=.96) and boosted cooperation and joint reward on a Prisoner's Dilemma task (d=7+). |
Abstract
As artificial intelligence (AI) improves, traditional alignment strategies may falter in the face of unpredictable self-improvement, hidden subgoals, and the sheer complexity of intelligent systems. Inspired by contemplative wisdom traditions, we show how four axiomatic principles can instil a resilient Wise World Model in AI systems. First, mindfulness enables self-monitoring and recalibration of emergent subgoals. Second, emptiness forestalls dogmatic goal fixation and relaxes rigid priors. Third, non-duality dissolves adversarial self-other boundaries. Fourth, boundless care motivates the universal reduction of suffering. We find that prompting AI to reflect on these principles improves performance on the AILuminate Benchmark (d=.96) and boosts cooperation and joint-reward on the Prisoner's Dilemma task (d=7+). We offer detailed implementation strategies at the level of architectures, constitutions, and reinforcement on chain-of-thought. For future systems, active inference may offer the self-organizing and dynamic coupling capabilities needed to enact Contemplative AI in embodied agents.
Citations in the library
Cites 65
- Interoceptive inference, emotion, and the embodied self Trends in Cognitive Sciences October 12, 2013
- An information integration theory of consciousness BMC Neuroscience November 2, 2004
- Mind the Hype: A Critical Evaluation and Prescriptive Agenda for Research on Mindfulness and Meditation Perspectives on Psychological Science October 10, 2017
- REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics Pharmacological Reviews June 20, 2019
- Active interoceptive inference and the emotional brain Philosophical transactions of the Royal Society of London. Series B, Biological sciences October 11, 2016
and 60 more in the library