claim

active

claim:mindfulness-emptiness-non-duality-and-boundless-care-together-provide-resilient-alignment-primitives-addressing-all-four-meta-problems

Mindfulness, emptiness, non-duality, and boundless care together provide resilient alignment primitives addressing all four meta-problems

Core integrative claim synthesizing the four contemplative principles into a complete alignment framework

Source paper

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Contemplative Agent

(2025) · Ruben Laukkonen · Fionn Inglis · Shamil Chandaria · Lars Sandved-Smith +4

Neighborhood — ranked by edge-count

Findings (3)

finding

Most contemplative prompts substantially increase cooperation in Iterated Prisoner's Dilemma d=7+
associated_withsupports
Key empirical result of Experiment 2 showing large effect of contemplative prompting on cooperation rates
Contemplative prompting improves AILuminate Benchmark performance d=.96 across most conditions (p<0.05)
associated_with
Primary empirical result of Experiment 1 showing statistically significant safety improvement from contemplative prompting
Most contemplative prompts improve joint reward in IPD, indicating prosocial alignment without naive behavior
supports
Finding from IPD Experiment 2 showing contemplative prompting improves collective outcomes not just individual cooperation

Claims (1)

claim

Functional analogues of contemplative principles may deliver alignment benefits even if the AI does not phenomenologically experience them
supports
Response to the translational gap criticism; enlightened action without qualia of enlightenment

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Emptiness and mindfulness prompts also promote cooperation but more cautiously than boundless care/non-dualityfinding0.851
Nuanced finding from IPD experiment differentiating between contemplative prompting conditions
Boundless care and non-duality prompts produce highest cooperation rates, even against always-defecting opponentsfinding0.805
Specific finding from IPD Experiment 2 differentiating which contemplative principles drive cooperation most
There is a formal relationship between emptiness realisation and compassion.claim0.779
The paper argues for a mathematical link.
Emptiness realisation and compassion practices are jointly necessary for post-dual optimal inference: emptiness removes the constraint; compassion orients the agent toward QRF alignmenthypothesis0.777
Formal account of why Buddhist traditions present emptiness and compassion as inseparable
A realization of our own multiscale, nested architecture naturally leads to the conclusion that care needs to be extended to all sentient beings.claim0.774
Extends ethical concern based on the collective nature of selves.
Contemplative wisdom traditions have grappled with the human version of the alignment problem for millennia, aiming to cultivate resilient alignment in the form of personal contentment and social harmonyclaim0.770
Foundational analogy motivating the entire Contemplative AI approach
All current extrinsic alignment methods clearly struggle with scale resilience, power-seeking, value axioms, and inner alignment at superintelligent scalesclaim0.758
Motivating claim for why Contemplative AI is needed beyond existing approaches
Commitment to the Bodhisattva codex formally renders care limitless in time and space, and according to the light cone schema, care translates into intelligence.claim0.756
Links the vow to infinite cognitive expansion.