---
name: "AuBI"
description: "Expertise in designing and implementing Adaptive Basic Income systems that leverage AI and decentralized technologies for enhanced economic resilience and adaptability."
tags: ["computational", "aubi", "augmented-intelligence", "biological-intelligence", "active-inference", "cognitive-augmentation"]
---

# Adaptive Basic Income (AuBI): Integrating AI, Decentralized Infrastructure, and Active Inference

**Daniel A. Friedman** (2025) · Computational

## Instructions

Use this skill when working with topics related to **AuBI, augmented intelligence, biological intelligence, Active Inference**.

When applying this skill:
1. Design augmented intelligence systems using Active Inference
1. Evaluate human-AI cognitive augmentation approaches

## Key Concepts

- **AuBI**
- **augmented intelligence**
- **biological intelligence**
- **Active Inference**
- **cognitive augmentation**
- **human-AI interaction**

## Methods & Techniques

- Utilizes active inference theory to inform economic modeling.
- Employs decentralized ledger technologies for transparent and tamper-proof infrastructure.
- Incorporates predictive analytics to refine UBI interventions based on real-time data.
- Adopts a B2B2C model to facilitate the deployment of AuBI systems through various stakeholders.

## Key Findings

- Demonstrates that AuBI can address the rigidity and opacity of traditional UBI models.
- Highlights the potential for adaptive economic systems to respond to evolving socio-economic conditions.
- Shows that real-time learning can enhance the effectiveness of UBI programs.
- Suggests that decentralized governance can empower diverse stakeholders in UBI implementation.

## Prerequisites

- Software development and computational methods
- Formal systems and notation frameworks

## 🎯 Consulting & Tutoring

[Daniel Ari Friedman, PhD](https://danielarifriedman.com/) is available for AI Research Consulting and Tutoring related to this skill.

## Related Skills

See [BIBLIOGRAPHY.md](../../pages/BIBLIOGRAPHY.md) for the complete publication catalog and related papers.