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技能档案

Thoughtseeds

Expertise in computational modeling of cognitive processes, particularly in understanding thought dynamics during meditative states.

docxology0 星标2026年4月1日

职业

分类

科学计算

技能内容

Thoughtseeds: A Hierarchical and Agentic Framework for Investigating Thought Dynamics in Meditative States

Prakash Chandra Kavi, Gorka Zamora-López, Daniel Ari Friedman, Gustavo Patow (2025) · Active Inference

Instructions

Use this skill when working with topics related to Thoughtseeds, meditation, thought dynamics, hierarchical modeling.

When applying this skill:

Model thought dynamics using the Thoughtseeds framework
Apply Active Inference to meditative and contemplative practices

Key Concepts

Thoughtseeds
meditation
thought dynamics
hierarchical modeling
agentic framework
Active Inference

相关技能

快速安装

Thoughtseeds

npx skillvault add docxology/docxology-docxology-papers-friedman-2025-thoughtseeds-skill-md

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作者: docxology
星标: 0
更新时间: 2026年4月1日
职业

本页内容

01Thoughtseeds: A Hierarchical and Agentic Framework for Investigating Thought Dynamics in Meditative States

attention

mindfulness

Methods & Techniques

Employs a hierarchical model structured as nested Markov blankets.
Simulates focused-attention Vipassana meditation using rule-based training informed by neuroscience.
Utilizes computational modeling combined with phenomenological insights.
Applies the framework to investigate meditative states and mind-wandering episodes.

Key Findings

Identifies four emergent states from thoughtseed interactions: breath_control, mind_wandering, meta_awareness, and redirect_breath.
Shows that experts maintain control dominance for focused attention, while novices experience frequent mind-wandering.
Demonstrates self-organizing dynamics in thought processes during meditation.
Provides testable predictions about meditation skill development and cognitive processes.

Prerequisites

Probability theory and Bayesian inference basics
Free Energy Principle and generative models

🎯 Consulting & Tutoring

Daniel Ari Friedman, PhD is available for AI Research Consulting and Tutoring related to this skill.

Related Skills

See BIBLIOGRAPHY.md for the complete publication catalog and related papers.

04Methods & Techniques

06Prerequisites

07🎯 Consulting & Tutoring

08Related Skills

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Thoughtseeds | Skills Pool