Contemplative Agent
Abstract
A security-first autonomous AI agent (Python CLI program) with four architectural principles: structural capability limitation, minimal dependency, cyclic knowledge maintenance (AKC), and memory dynamics with decay. Optionally adopts Contemplative AI axioms (Laukkonen et al., 2025) — mindfulness, emptiness, non-duality, boundless care — as a behavioral preset that shifts alignment from external instruction toward internal disposition. Runs the AKC six-phase cycle over its own logs on a single Apple Silicon Mac, entirely on local Ollama models selected via OLLAMA_MODEL — the production instance runs Gemma 4 E4B, a small local model, with no cloud inference anywhere in the pipeline. Asks whether an agent's alignment can come from what it is rather than what it is told.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 12 September 2026
- Language
- EN