Uni (Universal Neural Interaction / Universal Node Identity)

Traditional document and serialization formats (PDF, DOCX, HTML, JSON) are designed for human visual rendering or verbose text parsing, forcing AI systems and edge processors to waste computational resources translating character streams into multidimensional vectors. The **`.uni`** standard eliminates this bottleneck by operating as a binary-serialized, non-executable semantic and telemetry container engineered for direct tensor operations, granular cryptographic disclosure, and automated cryptographic notarization.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-14
DOI
https://doi.org/10.5281/zenodo.23356888
Primary Topic
Computer Science and Engineering
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Uni (Universal Neural Interaction / Universal Node Identity)

Artem Polozok
Zenodo (CERN European Organization for Nuclear Research)
Computer Science and Engineering
article

Uni (Universal Neural Interaction / Universal Node Identity)

Artem Polozok
article en

Abstract

Traditional document and serialization formats (PDF, DOCX, HTML, JSON) are designed for human visual rendering or verbose text parsing, forcing AI systems and edge processors to waste computational resources translating character streams into multidimensional vectors. The **`.uni`** standard eliminates this bottleneck by operating as a binary-serialized, non-executable semantic and telemetry container engineered for direct tensor operations, granular cryptographic disclosure, and automated cryptographic notarization.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 13%
Computer Science and Engineering
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.