Research & Publications
Papers, protocols, and technical contributions from Geometrical. Open science where possible. Protected where necessary.
2
Papers published
P202631047
Patent filed · OEPM
1
Open-source protocol
Paper · Zenodo
Personal Episodic Identity Substrate (PEIS): A 9-Dimensional Architecture for Human Memory in the Agent Economy
Introduces the PEIS framework — a 9-dimensional model for representing human episodic memory as machine-native substrate. Covers architecture, role inference, and the Minimum Viable Context principle.
Paper · Zenodo
The AIX Protocol: A Machine-Native Format for Contextual Identity in Multi-Agent Systems
Specifies the .aix format — a portable, spatiotemporally traceable identity envelope for agent-to-agent context sharing. Covers Merkle-SHA256 integrity, federation, and the Nexus permission layer.
Patent · OEPM · Filed
P202631047 — Privacy-Native Memory Encoding for LLM Inference Pipelines
Two original inventions: Session Privacy Protocol (intra-session coherence with inter-session opacity) and PII Tokenization Without Fine-Tuning. Filed by Alan Daniel Lapid. PCT/EPO deadline July 2027.
Open Source · GitHub · Apache 2.0
AIX Protocol v0.2.0 — Reference Implementation
Open-source reference implementation of the AIX Protocol. Includes .aix format specification, Nexus v0.1 federation layer, 23 tests green on Python 3.10/3.11/3.12.
Paper · cs.CR + cs.AI · Forthcoming
IP Technical Detail Paper — Privacy Architecture of P202631047
Full technical disclosure of IP1 and IP2. Publication deferred until PCT international filing is established.
Paper · cs.AI · Forthcoming
Self Empirical Results — Multi-User PoC Analysis
Recall@5, role inference accuracy, and causal graph density across a multi-user pilot cohort. Extends single-user PoC results (38% direct, 12% indirect recall@5).