Mario Marcolongo
View the actual work Entropy for Life
Scientific research, fact-checking, script development and visual production for Entropy for Life, plus the design, build and operation of its WordPress website.
80 published pieces · September 2026 record
Selected work
Research, tools & contributions.
Scientific source work, practical tools and accepted open-source contributions.
I use AI tools extensively for implementation. My contributions include defining problems and requirements, inspecting behavior, testing, diagnosing failures and maintaining the resulting tools. Each case identifies external review and remaining validation limits.
8 projects
View the actual work 
View the actual work AI Safety Formalization Atlas
Five merged contributions to source auditing, citation provenance and repository tooling; listed coauthor of the September 2026 Atlas paper draft.
5 merged contributions · September 2026 record
View the actual work Yourself to Science
I founded and maintain a directory that helps people find research-participation opportunities and follow their original sources.
55 research resources · September 2026 record
View the actual work Source investigations
Selected cases showing what I checked, which evidence changed the conclusion and what remains uncertain.
View the actual work Gray Swan
Hands-on adversarial model testing across chat, image, agent and indirect challenges. The 30 September 2026 Proving Ground profile shows #79, top 5%, and 127 platform-recorded total breaks.
View the actual work Notandia
A browser extension and separate Zotero plugin for research-result and reference workflows. I define product requirements, test behavior and manage AI-assisted development and releases.
View the actual work Scientific visualizations
Scientific diagrams, charts and maps across Wikimedia Commons, Tableau Public and Flourish, with links to original files and interactive views.
View the actual work Hypermandala
An interactive geometry explorer connecting 2D plans, 3D forms and 4D projections, with direct controls for rotation, projection and dimensional collapse.
Further experience & contributions
Full experience and responsibilities brings together paid work, volunteer research support and independent contributions.
Wikipedia, Wikidata & Wikimedia Commons: sustained source review, structured-data work and scientific communication.
AI Safety Formalization Atlas: five merged contributions to source auditing, citation provenance and repository tooling, plus a September 2026 draft coauthorship.
Telegram and cloud automation documents a practical workflow and its architecture. Qualitative research support describes a scoped volunteer contribution in a University of Padua project.
QCAE questionnaire implementation makes an existing instrument available online. It does not establish a new instrument or independent psychometric validation.
Emergent Humanity is an independent interactive narrative and network simulation: concept and interaction design with AI-assisted implementation.