AI4Equality Kernel

AI4Equality Kernel

March 21, 2026

Where <code/> meets cause

Porto, Portugal

ORGANIZERS

Organized by

AI4Equality Kernel is co-organized by JuniorAI and As Raparigas do Código, two communities working together to build a more inclusive future for technology.

As Raparigas do Código

JuniorAI

As Raparigas do Código

JuniorAI

Organized by

AI4Equality Kernel is co-organized by JuniorAI and As Raparigas do Código, two communities working together to build a more inclusive future for technology.

ORGANIZERS

AI Kernel is an activation space that invites data enthusiasts to rebuild the AI systems shaping our daily lives.

Responsibly, together.

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SPEAKERS

Speakers & Code4Cause

AI4Equality Kernel brings together critical conversations and practical experimentation.

Join keynote speakers exploring the societal impact of AI, and participate in Code4Labs: a hands-on mini-hackathon tackling fairness in credit scoring.

Discover the sessions

Discover the sessions

Discover the sessions

WHY NOW

AI carries our own biases.
It already shapes society in invisible but powerful ways: influencing jobs, credit, healthcare, and what young people believe online.

The AI Kernel was created to turn awareness into action.
This first edition tackles two urgent pillars:
 - Gender Bias and Representation in AI
 - Youth Empowerment and AI Literacy

The AI Kernel was created to turn awareness into action.
This first edition tackles two urgent pillars:
 - Gender Bias and Representation in AI
 - Youth Empowerment & AI Literacy

The AI Kernel was created to turn awareness into action.
This first edition tackles two urgent pillars:
 - Gender Bias and Representation in AI
 - Youth Empowerment and AI Literacy

AI is not neutral - it reflects us.
The Kernel exists to help the next generation build it differently.

WHAT'S ON

What to expect

At AI Kernel, you won’t just listen, you’ll engage, challenge, and co-create.

Fairness & Equity

01


Exploring how AI can empower people and reduce systemic bias in the digital age.

Fairness & Equity

01


Exploring how AI can empower people and reduce systemic bias in the digital age.

Youth

02


Placing the next generation at the center of technological change through literacy and action.

Youth

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Placing the next generation at the center of technological change through literacy and action.

Community

03


Creating a shared space for students, professionals, and activists to connect and co-design better systems.

Community

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Creating a shared space for students, professionals, and activists to connect and co-design better systems.

A gradient image transitioning from dark black to light gray tones.

Want to be involved?

Get in touch

EVENT RECAP

AI4Equality Kernel 2026 Recap

The first edition of AI4Equality Kernel marked the beginning of something bigger than a single event. It brought together a diverse community to explore how AI can be built more fairly, inclusively and responsibly.

From inspiring talks to hands-on collaboration, this edition laid the foundation for a yearly initiative that will continue to grow and evolve.

A look back at some of the moments that made the first edition of AI4Equality Kernel special.

Winners

The winning team of the Code4Cause Labs hackathon stood out for their creativity, technical approach and commitment to building fairer AI systems.

As recognition for their work and impact-driven solution, the team was awarded a Raspberry Pi, encouraging them to continue exploring technology, innovation and social impact beyond the event.

Winners

All proceeds from the event contributed to supporting Ecos Urbanos.

With the help of participants and partners, a Lenovo tablet and keyboard were purchased.

Additionally, Mindera donated 1 computer and Natixis in Portugal donated 3 computers, reinforcing our mission to make technology more accessible.

Creating Real Impact

All proceeds from the event contributed to supporting Ecos Urbanos.

With the help of participants and partners, a Lenovo tablet and keyboard were purchased.

Additionally, Mindera donated 1 computer and Natixis in Portugal donated 3 computers, reinforcing our mission to make technology more accessible.

All proceeds from the event contributed to supporting Ecos Urbanos.

With the help of participants and partners, a Lenovo tablet and keyboard were purchased.

Additionally, Mindera donated 1 computer and Natixis in Portugal donated 3 computers, reinforcing our mission to make technology more accessible.




This was only the beginning.

AI4Equality Kernel will return every year, bringing new challenges, new perspectives and a growing community committed to building better AI.




This was only the beginning.

AI4Equality Kernel will return every year, bringing new challenges, new perspectives and a growing community committed to building better AI.

MARCH 21 2026

Agenda

Agenda

1 day

Initialize

  • 08:30 - 09:00

  • Participant Registration (Check-in)

Activation Function

  • 09:00 - 10:00

  • Event Opening by JuniorAI, Raparigas do Código, Natixis, & Critical Sofware

  • Keynote Speaker: Paulo Nuno Vicente

Kernel Connect

  • 10:00 - 10:30

  • Coffe Break

  • Networking

Bias Pods

  • 10:30 - 13:00

  • Workshop by Critical Techworks: “Is this talk biased?”

  • Talk by Natixis: “Natixis with Giskard: Secure Your Chatbots, Guarantee Their Reliability”

  • Talk by KindTech: “Starting Before You’re Ready”

Model Tunning

  • 13:00 - 14:30

  • Lunch Break

  • Demos and Stands

Code For Cause Labs

  • 14:30 - 17:30

  • Hackathon: “Fairness in Credit Scoring” by Natixis

Kernel Connect

  • 17:30 - 18:00

  • Coffe Break

  • Networking

Kernel Show & Tell

  • 18:00 - 19:30

  • Event Wrap Up: Final team presentations with a jury panel and audience voting.

1 day

Initialize

  • 08:30 - 09:00

  • Participant Registration (Check-in)

Activation Function

  • 09:00 - 10:00

  • Event Opening by JuniorAI, Raparigas do Código, Natixis, & Critical Sofware

  • Keynote Speaker: Paulo Nuno Vicente

Kernel Connect

  • 10:00 - 10:30

  • Coffe Break

  • Networking

Bias Pods

  • 10:30 - 13:00

  • Workshop by Critical Techworks: “Is this talk biased?”

  • Talk by Natixis: “Natixis with Giskard: Secure Your Chatbots, Guarantee Their Reliability”

  • Talk by KindTech: “Starting Before You’re Ready”

Model Tunning

  • 13:00 - 14:30

  • Lunch Break

  • Demos and Stands

Code For Cause Labs

  • 14:30 - 17:30

  • Hackathon: “Fairness in Credit Scoring” by Natixis

Kernel Connect

  • 17:30 - 18:00

  • Coffe Break

  • Networking

Kernel Show & Tell

  • 18:00 - 19:30

  • Event Wrap Up: Final team presentations with a jury panel and audience voting.

1 day

Initialize

  • 08:30 - 09:00

  • Participant Registration (Check-in)

Activation Function

  • 09:00 - 10:00

  • Event Opening by JuniorAI, Raparigas do Código, Natixis, & Critical Sofware

  • Keynote Speaker: Paulo Nuno Vicente

Kernel Connect

  • 10:00 - 10:30

  • Coffe Break

  • Networking

Bias Pods

  • 10:30 - 13:00

  • Workshop by Critical Techworks: “Is this talk biased?”

  • Talk by Natixis: “Natixis with Giskard: Secure Your Chatbots, Guarantee Their Reliability”

  • Talk by KindTech: “Starting Before You’re Ready”

Model Tunning

  • 13:00 - 14:30

  • Lunch Break

  • Demos and Stands

Code For Cause Labs

  • 14:30 - 17:30

  • Hackathon: “Fairness in Credit Scoring” by Natixis

Kernel Connect

  • 17:30 - 18:00

  • Coffe Break

  • Networking

Kernel Show & Tell

  • 18:00 - 19:30

  • Event Wrap Up: Final team presentations with a jury panel and audience voting.

PRICING

Get tickets

Tickets are already available.

All proceeds will support Ecos Urbanos, a local non-profit association, helping provide computers to those who need them most.

Limited to 50 participants.


Tickets here

Tickets here

SPONSORS AND PARTNERS

Meet our sponsors

    Meet our partners

    FAQ

    FAQ

    Still got questions? Feel free to reach out. We're happy to help.

    Ask a question

    Who is kernel for?

    AI Kernel is for students, young professionals, companies, and organizations interested in Artificial Intelligence, ethics, diversity, and social impact. It brings together people who want to build, understand, and question AI systems to make them more fair, transparent, and responsible.

    Is lunch included?

    Yes. Lunch is included in the event schedule. Details about food options and dietary restrictions will be shared with selected participants before the event.

    How is the attendees selection performed?

    Selection is based on motivation and alignment with the event’s topics, diversity of profiles, and balance between technical and non-technical participants. If the number of applications exceeds capacity, priority will be given to those who apply earlier and show strong engagement with the AI Kernel mission.

    Where does the event take place?

    The AI Kernel will take place at the Natixis Center of Expertise in Porto.

    What language will be used?

    The event will be held in Portuguese and English.

    Where does the ticket fee go?

    All proceeds will be donated to a non-profit association supporting education and digital inclusion.

    FAQ

    FAQ

    Still got questions? Feel free to reach out. We're happy to help.

    Ask a question

    FAQ

    FAQ

    Still got questions? Feel free to reach out. We're happy to help.

    Ask a question

    Who is kernel for?

    AI Kernel is for students, young professionals, companies, and organizations interested in Artificial Intelligence, ethics, diversity, and social impact. It brings together people who want to build, understand, and question AI systems to make them more fair, transparent, and responsible.

    Is lunch included?

    Yes. Lunch is included in the event schedule. Details about food options and dietary restrictions will be shared with selected participants before the event.

    How is the attendees selection performed?

    Selection is based on motivation and alignment with the event’s topics, diversity of profiles, and balance between technical and non-technical participants. If the number of applications exceeds capacity, priority will be given to those who apply earlier and show strong engagement with the AI Kernel mission.

    Where does the event take place?

    The AI Kernel will take place at the Natixis Center of Expertise in Porto.

    What language will be used?

    The event will be held in Portuguese and English.

    Where does the ticket fee go?

    All proceeds will be donated to a non-profit association supporting education and digital inclusion.

    Who is kernel for?

    AI Kernel is for students, young professionals, companies, and organizations interested in Artificial Intelligence, ethics, diversity, and social impact. It brings together people who want to build, understand, and question AI systems to make them more fair, transparent, and responsible.

    Is lunch included?

    Yes. Lunch is included in the event schedule. Details about food options and dietary restrictions will be shared with selected participants before the event.

    How is the attendees selection performed?

    Selection is based on motivation and alignment with the event’s topics, diversity of profiles, and balance between technical and non-technical participants. If the number of applications exceeds capacity, priority will be given to those who apply earlier and show strong engagement with the AI Kernel mission.

    Where does the event take place?

    The AI Kernel will take place at the Natixis Center of Expertise in Porto.

    What language will be used?

    The event will be held in Portuguese and English.

    Where does the ticket fee go?

    All proceeds will be donated to a non-profit association supporting education and digital inclusion.

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