Eticas.ai has been evaluating AI systems in production since 2012. This is where we share what we’ve learned. You’ll find case studies from client work, practical guides on AI governance and evaluation, reports on emerging risks, interviews with practitioners, and a glossary of the concepts that matter most in the field. Whether you build AI, deploy it, or are accountable for its outcomes, this is the evidence base we work from.

Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Interview: Algorithmic Auditing and the EU AI Act

Interview from New York on algorithmic auditing, the European AI Act, and regulatory comparison with the US and China. The video is referenced within the article ('Watch video').

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Full Interview in Spanish Radio: Training AI Ethically

Full interview (44 min) on training AI systems and the ethical and technical challenges society faces. Gemma Galdón, algorithm auditor and founder of eticas.ai: how trainable AI systems are and the ethical and technical challenges we face as a society.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Eticas at Web Summit Lisbon 2024

Our Founder and CEO Gemma Galdon-Clavell joins the panel "Virtue and the Virtual: A Guide to AI Ethics" at Web Summit 2024 in Lisbon, alongside Roozbeh Aliabadi (CEO and Co-Founder, ReadyAI.org), Xavier Anguera (Co-founder & CTO, ELSA), and tech journalist Esther Paniagua (EL ESPAÑOL). The panel explored how ethical principles can be translated into practical guardrails for AI development, touching on education, societal impact, and the real-world stakes of getting AI ethics right.



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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

"The AI Problem We Can't Ignore" at Mozilla's Blog

Our Founder and CEO Gemma Galdon-Clavell was featured in a Q&A on The Mozilla Blog, discussing an opinion piece she wrote for Context, the Thomson Reuters Foundation's news platform, on AI bias and fairness. Gemma argues that bias is one of AI's most dangerous and least-addressed technical challenges, citing the UK's 2020 A-level grading algorithm — which downgraded state-school students based on historical, inequality-reflecting data — as a warning sign of what happens when biased systems go unchecked.

In the interview, Gemma explains how Eticas's software identifies statistical outliers to ensure they aren't excluded from positive outcomes, and describes the organization's nonprofit arm, which helps communities affected by biased AI systems understand and challenge the algorithms shaping their lives. She also points to the growing practice of AI auditing as a source of optimism, describing her work as building "the seatbelts of AI" — safety measures that could one day make unaudited AI systems as unthinkable as cars without brakes.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Closing Keynote at the 5th International Forum on Social Innovation (v.o. Spanish)

Closing keynote by Gemma Galdon Clavell at the 5th International Forum on Social Innovation (Jovesólides/Escuela Creactiva, Ciudad Politécnica de la Innovación): ethical dilemmas of AI and the challenges of social innovation for more inclusive societies, at a forum with 300+ attendees addressing issues such as housing, the climate crisis, political polarization, and active aging.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Gemma Galdon-Clavell Named Mozilla Rise25 Award Honoree

Our Founder and CEO Gemma Galdon-Clavell was named a 2024 Mozilla Rise25 honoree, recognizing entrepreneurs building AI that serves society responsibly. Mozilla's profile describes Gemma as a pioneer in AI safety and auditing, highlighting Eticas.ai's work identifying, measuring, and correcting algorithmic vulnerabilities, bias, and inefficiencies in predictive and LLM tools — including the ITACA platform, the first solution to automate impact analysis and monitoring for AI systems. The honor places her alongside other entrepreneurs building ethical, inclusive AI, including Allen Institute for AI CEO Ali Farhadi and Quill.org founder Peter Gault.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Imagine AI Podcast with our CEO

Interview on algorithmic bias auditing, trust in AI systems, the challenges of AI-generated images, and Eticas.AI's product vision; includes reflections on scaling AI startups and building technical teams.

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Healthcare, Customer operations Ana Mercedes Martínez Pastor Healthcare, Customer operations Ana Mercedes Martínez Pastor

AI Auditing Checklist for EDPB (European Data Protection Board)

Eticas provided technical support for the Support Pool of Experts Programme at the European Data Protection Board (EDPB), an initiative launched at the request of the Spanish Data Protection Agency (AEPD). The resulting methodology was officially published by the EDPB on June 27, 2024.

As part of this work, Eticas contributed an end-to-end socio-technical algorithmic audit (E2ESAT/AA) methodology — a framework for evaluating AI systems across both their technical performance and their social impact. The deliverables also included a practical AI auditing checklist for regulators and organizations to assess algorithmic accountability, a proposal for "AI leaflets" designed to give end users clear, accessible information about how automated systems affect them, and a proposal for algorithmic scores intended to communicate a system's risk or reliability at a glance.

Together, these tools give data protection authorities and the organizations they oversee a shared, repeatable approach to auditing AI systems for compliance and fairness.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

IAPP AI Governance Global 2024: Covering the Last Mile of AI Auditing

Gemma Galdon Clavell joined Shea Brown (Babl AI's CEO) and Emmanuel Kahembwe on the panel "Covering the Last Mile of Accountability and Oversight: AI Auditing" at IAPP AI Governance Global 2024, moderated by Ashley Casovan (IAPP AI Governance Center).


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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Our CEO gives a keynote at the 33rd National Ethics Councils Forum

Gemma Galdon Clavell delivered a keynote on AI and Ethics at the 33rd National Ethics Councils Forum, organized by the Belgian Advisory Committee on Bioethics and the European Commission, alongside Raja Chatila, Antoinette Rouvroy and Rui Nunes.

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Gemma Debates AI's Economic Impact at Brussels Economic Forum 2024

Our Founder and CEO joined an Oxford-style debate at the Brussels Economic Forum 2024, arguing against the motion "This forum believes that Artificial Intelligence will have a positive impact on the European economy and society," opposite Dame Diane Coyle, Bennett Professor of Public Policy at the University of Cambridge.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Interview in Revista Auditores Internos (v.o. Spanish)

Excerpt from the interview with Gemma Galdon (Founder of Eticas.ai), published in full in issue 135 (March 2024) of "Revista Auditores Internos": "We need people capable of understanding an increasingly complex technology and world."

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Eticas Co-Founds the International Association of Algorithmic Auditors (IAAA)

Our Founder and CEO, Gemma Galdon Clavell, PhD, co-founded the International Association of Algorithmic Auditors (IAAA) at the inaugural International Algorithmic Auditing Conference in Barcelona, alongside Cathy O'Neil (ORCAA, author of Weapons of Math Destruction), Dr. Shea Brown (BABL AI), Dr. Rumman Chowdhury (Humane Intelligence) and other leading voices in AI accountability. The IAAA's mission is to professionalize algorithmic auditing, promote auditing standards, and keep the discipline committed to the public interest rather than industry capture.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

The Ethical Challenges of Artificial Intelligence

Full recording of the event "The Ethical Challenges of Artificial Intelligence" (University of Deusto, 26/10/2023): institutional address by Rector Juan José Etxeberria, keynote by Gemma Galdon Clavell (CEO, Eticas Consulting), and a Q&A session moderated by Professor Peru Sasia (Centre for Applied Ethics).


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Noelia Amoedo Noelia Amoedo

CEO Interview by Deusto University (v.o. Spanish)

Recording of the interview conducted by Lorena Fernández Álvarez, Director of Digital Communication at the University of Deusto, with Gemma Galdon Clavell, our CEO. Reflections on the social impact of algorithmic systems and the reproduction of society's biases in Artificial Intelligence processes. The impact of AI outputs tends toward the generation of small, homogeneous worlds rather than demanding larger, more heterogeneous ones. This interview was conducted on October 26, 2023, on the occasion of her participation as keynote speaker at the DeustoForum event, "The Ethical Challenges of Artificial Intelligence," at the University of Deusto (Bilbao Campus).

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Ethical AI: Interview on Innoverse's FIBKCast

IEpisode of FIBKCast (Innoverse) with Gemma Galdón, founder and CEO of Eticas Research & Consulting, on developing a more ethical, safe, and human-centered AI, and its impact on everyday life through algorithms.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

AI Risks Debate at DATAforum Justicia 2023 (v.o. Spanish)

Debate on AI risks alongside Daniel Gutiérrez, part of DATAfórum Justicia 2023, organized by the Spanish Ministry of Justice and the Principality of Asturias together with the University of Oviedo.

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Ana Mercedes Martínez Pastor Ana Mercedes Martínez Pastor

Our founder and CEO interviewed by Future Hacker v.o. in Spanish

Interview on the ethical challenges raised by the evolution of AI (ChatGPT and other platforms), with Dr. Gemma Galdon Clavell, founder and CEO of Eticas Consulting, recognized by Forbes in 2023. Covers her work in technology ethics, algorithmic accountability, and her role in designing the Algorithmic Audit Framework, the basis of the Algorithmic Bias Tracker.



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