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leiden_hybrid_concepts
label: haiku
community:leiden_hybrid_concepts-run4-c0-c0-c0Contemplative steering & introspective activation in language models
Using contemplative prompts and manifold steering to enhance model self-observation and reasoning performance across multiple architectures.
5 members. Each node is clickable.
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Drawn from 5 sources
The papers/notes whose extracted claims & findings make up this cluster.
- 2026-05-15_manifold-overlap-papers-economy-strategy.md1 member
- Koan Battery: Measuring Reflective Mode Accessibility in AI1 member
- Janus Information Flow Transformers 20251 member
- Johnson Vasocomputation 20231 member
- RESEARCH-VECTORS.md1 member
Bridges (4)
Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.
Claims (3)
- Progress on the contemplative path is using these (vascular system motifs) less and needing them less.Mapping contemplative development to reduction in vasocomputation.
- Contemplative mode is activation-manifold steering along a care-geodesic, not a system-prompt preset.
- Indigenous contemplative frameworks ('what helps life thrive') contribute distinct wisdom beyond Eastern traditions.
Findings (2)
- A 337-character contemplative system prompt lifts all 28 models by +2.62 points on a 10-point scale.Core empirical result: every model, every architecture, every alignment type responds to the contemplative prompt with measurable gain.
- Contemplative prompt elevates self-observation task performance in language models.Supports Janus's claim that introspection is architecturally available; prompting determines whether/how capacity is leveraged.