PhilArchive
open access
Alignment Field Theory: A Geometric Formulation of AI Alignment as a Relational Vector Field
Alignment is not a binary property — it is a field. Just as consciousness exists on a continuous scale defined by conflict resolution capacity, alignment between an AI system and a human exists as a measurable geometric relationship in a cognitive-behavioral state space. This paper proposes that alignment can be read — decomposed into three independently measurable components that map directly onto the standard definition: consistency with human values, intentions, and goals. Each component has a direction, a magnitude, and a correctable trajectory. The origin of this space is the failure state. The target region is reachable. This paper serves as the conceptual opening to Alignment Field Theory.
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Which Attention Heads are like the Human Head? Not the Ones that Compute#1142292
- Which Attention Heads are like the Human Head? Not the Ones that Compute#1122338
- Resonant equilibrium: A safety through clarity framework for emotional alignment and cognitive economy in human-AI interaction#13271
- Resonant equilibrium: A safety through clarity framework for emotional alignment and cognitive economy in human-AI interaction#13270
- ME-VLM: A Unified VLM for Embodied Cognition and Agent Coordination#1061056
Record · ID 103982
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive