ALEX v2: A Self-Observing Cognitive Architecture for Risk-Aware Intelligence

This publication formally documents the ALEX v2 Cognitive Architecture — a self-observing, ethically bounded, risk-interpreting intelligence framework.The contribution is not a new model parameterization, but a novel ordered sequence of cognitive processes governing reasoning, interpretation, and restraint. The core innovation lies in the explicit sequencing and interdependence of intent recognition, ethical gating, memory fusion, cognitive risk quantification, interpretive translation, self-observation, and global coherence validation. This document establishes priority of authorship over the architecture, sequence, and functional relationships described herein.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-20
DOI
https://doi.org/10.5281/zenodo.18001777
Primary Topic
Cognitive Computing and Networks
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

ALEX v2: A Self-Observing Cognitive Architecture for Risk-Aware Intelligence

Teodor Minchev
Zenodo (CERN European Organization for Nuclear Research)
Cognitive Computing and Networks
article

ALEX v2: A Self-Observing Cognitive Architecture for Risk-Aware Intelligence

Teodor Minchev
article en

Abstract

This publication formally documents the ALEX v2 Cognitive Architecture — a self-observing, ethically bounded, risk-interpreting intelligence framework.The contribution is not a new model parameterization, but a novel ordered sequence of cognitive processes governing reasoning, interpretation, and restraint. The core innovation lies in the explicit sequencing and interdependence of intent recognition, ethical gating, memory fusion, cognitive risk quantification, interpretive translation, self-observation, and global coherence validation. This document establishes priority of authorship over the architecture, sequence, and functional relationships described herein.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 19%
Cognitive Computing and Networks
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.

ALEX v2: A Self-Observing Cognitive Architecture for Risk-Aware Intelligence — Teodor Minchev · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS