Values Alignment Intelligence

A discipline to provide early warning of systemic misalignment through AI-powered values analysis.

Values Alignment Intelligence
Values Alignment Intelligence: A New Discipline for Detecting Systemic Drift

This essay represents the conceptual centre of the work over the past year. It's the end of the first phase of this work and the beginnning of whatever comes next.

Status: A Good Start

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Intelligence Analysis & IndependINT

Professional intelligence analysis tools and consulting work.

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Information Report Generator
Information Report Generator

AI-powered tool that transforms raw intelligence into standardised information reports.

Status: Active

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Requirements Bot
Requirements Bot

AI-powered stakeholder interview tool that conducts intelligent conversations to determine which intelligence requirements are most relevant to different organisational roles.

Status: Active

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Values Alignment Tools

Major tools and experiments for civic engagement, governance, and public participation.

Terms of Service Evaluator
Terms of Service Evaluator

An AI tool that analyses terms of service documents to identify potential value misalignments and ethical concerns.

Status: Active

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Narrative Values Extractor
Narrative Values Extractor

An AI tool that analyses media narratives to extract underlying value conflicts and suggest bridging solutions.

Status: Active

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System Values Analysis Tool
System Values Analysis Tool

A comprehensive framework for analysing how values are embedded in systems, processes, and organisational structures. Examines stated values versus operational outputs to identify value drift and misalignment.

Status: Work in Progress

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Political Values Analysis
Political Values Analysis

The Political Values Analysis Tool demonstrates how AI can systematically extract and analyse political values from parliamentary discourse. This research project showcases a robust, defensible methodology for discovering value trade-offs and patterns in political speech.

Status: Research Demonstration

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Personal Worldview Analysis System
Worldview Analysis Project

AI-powered systematic analysis of worldview evolution through conversation data analysis. This system demonstrates how AI can extract deep philosophical frameworks from personal conversations, tracking intellectual development over time using a comprehensive 12-category worldview taxonomy.

Status: Complete

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Regulator Values Analysis
Regulator Values Analysis

Systematic extraction and analysis of institutional values from Australian regulatory guidance and enforcement reports. This research project demonstrates how AI can reveal the moral architecture of regulatory frameworks using Values Alignment Intelligence (VAI) methodology.

Status: Research Demonstration

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Bureaucratic Navigator
Bureaucratic Navigator

A tool designed to help citizens navigate complex bureaucratic systems and understand their rights, options, and pathways within government structures. Uses intelligence analysis principles to map bureaucratic processes and identify leverage points.

Status: Coming Soon