Publications

Guides, papers and educational resources produced by CYSCOE members and through the programs in which CYSCOE is a partner. All materials listed here are free to read.

Guides and papers

Artificial Intelligence & The Manipulation of Human Perception
Guide · ADA program

Artificial Intelligence & The Manipulation of Human Perception

Mircea Constantin Șcheau, Alexandru Ciprian Angheluș · December 2025 · English and Romanian

How AI enables influence operations at scale, through algorithmic amplification, synthetic media and persuasion driven by large language models, and what individuals and organizations can do about it: verification habits, decision discipline and safer digital behaviour.

Civilizational
Transformation
Paper · ADA program

Artificial Intelligence and Civilizational Transformation

Alexandru-Ciprian Angheluș · August 2026 · English and Romanian · open access on Zenodo, CC BY-ND 4.0

Argues that AI adds an artificial cognitive layer that filters information, generates content and assists decisions, changing the relationship between people, society and the Earth. It introduces the notions Humanᴬᴵ, Orgᴬᴵ and “Cognitively Assisted Earth” and treats AI as a socio-technical system that depends on energy, minerals, data centres and human labour.

Tools

HumanAI and OrgAI framework diagram
Open tool · v1.2.0

HumanAI and OrgAI Framework Calculator

Alexandru Angheluș · September 2026 · runs offline in the browser · code MIT, framework CC BY-ND 4.0

A single HTML file for assessing the capacity an organisation builds when people work with AI. It reports a profile across dimensions instead of a single score, with confidence intervals based on task volume and evidence required for every organisational condition.

Educational programs

ADA
Analyze · Decide · Act
Official partner

ADA – Analyze, Decide, Act

An educational program on digital safety built around three steps for responding correctly to a digital risk. CYSCOE is an official partner of the program, together with Cloud Security Alliance Romania. The program's practical guides are available on the CysEdu platform.

Other articles