Beyond the Algorithms AI — Carlos Portela

Welcome

This is the official hub for research, books, and teaching by Prof. Dr. Carlos Portela.

Prof. Dr. Carlos Portela

PhD in Applied Sciences (USP)
Postdoctoral work on behavior–immune–inflammation interfaces.

Psychopathology of AI

Official links

Portrait of Carlos Portela

Computational Psychopathology of AI

Preprint available on Zenodo.

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Cite this version: 10.5281/zenodo.17103004

Research

Illustration for neuropeptides and stress

Role of neuropeptides on asthma exacerbation by social stress — article

Short explainer based on work in neuroimmunomodulation.

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Illustration for diazepam, anxiety, and asthma

Anxiety and benzodiazepines affecting asthma crisis — article

Short explainer of diazepam and anxiety in airway outcomes.

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Illustration for psychological conflicts and airway inflammation

Psychological conflicts increasing airway inflammatory response — article

Short explainer of social stress and inflammatory responses.

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Parental Alienation Syndrome (PAS)

Parental Alienation Syndrome (PAS)

Family, child development, and mental health in the psychologic context.

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Inclusive technology in education

Inclusive technology

Equipment and strategies in the education context.

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Cover of The Aquarium Owner

The Aquarium Owner — book

A speculative narrative exploring AI, scarcity, and governance through the metaphor of an aquarium.

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Zenodo community — Beyond the Algorithms

Main hub for preprints, datasets, and project artifacts.

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AI Diagnostic Lab

Download Starter Kit (PDF)

System health audit

AI System Health Audit

Asynchronous. Document/log review, behavioral failure mapping, and mitigation plan. Written report with prioritized risks.

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Evaluation suite design

Evaluation Suite (TUP/AG/AD/OOD)

Test batteries, operational metrics (ECE, Brier, abstention-compliance), and versioned prompt sheets with release gates.

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Governance mapping

Failure Taxonomy & Governance

One-page governance table linking tests to policy owners, escalation paths, and retest cadence. Policy-ready.

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Media

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LinkedIn

Professional updates and articles.

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Quora

Beyond the Algorithms — Q&A space.

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X

Research notes and threads.

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Instagram

Short Communications.

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Press

Mentions and features.

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Photos and materials.

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Videos

Clips and lectures.

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TV interview — archive

Selected appearances.

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Contact

Email: founder@beyondthealgorithmsai.com

For proposals and collaborations, please include a brief summary and timeline.

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