World Congress 2023 Oct 23, 2023

Racism fuels users experiences : why you should understand the strength of biased narratives.

Marcy Charollois

Why do medical algorithms miss late-stage melanomas on dark skin? Discover how UX and engineering teams can dismantle biased narratives and design profoundly inclusive software.

Pause
Mute Enter Fullscreen
#1 about 5 min

Personal experiences with racism and multicultural identity

Early encounters with racism and colorism highlight how societal biases shape individual self-worth and professional experiences.

#2 about 2 min

Questioning the concept of a neutral user experience

Standardized norms often default to white experiences, leaving marginalized groups without adequate representation in everyday physical products.

#3 about 3 min

Designing an inclusive connected luggage product experience

A team project demonstrates how embedding cultural and regional representation into connected luggage creates award-winning experiences.

#4 about 4 min

Integrating ethical responsibility into core UX goals

Advancing beyond standard usability requires dismantling exclusionary standards and adopting an empathetic, diversity-focused product mindset.

#5 about 3 min

Leveraging cognitive biases for diversity in design

Implementing principles like the peak-end rule makes diverse representation more memorable and impactful for digital users.

#6 about 3 min

Facial recognition failures for indigenous global communities

Traditional tribal customs like facial tattoos reveal how modern biometric technologies fail to identify non-Western human features.

#7 about 3 min

Addressing harmful language and algorithmic racism in tech

Replacing outdated technical terminology and correcting visual biases prevents the perpetuation of race-based trauma and workplace discrimination.

#8 about 4 min

Applying diversity-driven visuals and global naming constraints

Accommodating unexpected name lengths, diverse emojis, and various text reading directions ensures inclusive global software architecture localization.

#9 about 2 min

Creating an inclusive and respectful user research framework

Earning consent and providing clear opt-out choices protects vulnerable minorities from extractive data practices during audience interviews.

#10 about 4 min

Real-world impacts of biased datasets and fake diversity

Omitting diverse representation creates systemic issues ranging from delayed medical diagnoses to the rise of AI-generated superficial diversity.

#11 about 1 min

Balancing diversity representation in homogenous target markets

Adding modest diverse representation to products aimed at homogenous user bases fosters broader inclusion without alienating core customers.

Matching moments

4:30 min

Overcoming engineered biases to achieve equal technology representation

Brenda Romero Brenda Romero · LIVE

3:11 min

Consequences of missing diversity in product development decisions

Brenda Romero Brenda Romero · LIVE

2:42 min

Mitigating data bias and explaining AI decisions

Werner Vogels Werner Vogels +1 · WWC Europe 2026

2:18 min

Addressing implicit human biases embedded within algorithmic datasets

Cassie Kozyrkov · WWC 2022

4:41 min

Identifying systemic biases in algorithms and artificial intelligence tools

Emily Wright Emily Wright · Europe 2026 Virtual

2:03 min

Adapting to future accessibility and inclusivity standards using AI

Madalena Costa Madalena Costa · WWC 2024

Upcoming sessions on this topic

Open session

World Congress 2026 North America

Vibe Coding Accessibility

Karl Groves

Focused on actively fixing accessibility

Karl Groves
Open session

World Congress 2026 North America

Proactive AI That Doesn’t Annoy Users: Building Context-Aware Notification Systems

Raju Dandigam Dandigam

Engineering Manager at Navan

Raju Dandigam Dandigam
Open session

World Congress 2026 North America

Beyond the Code: Human-AI Synergies in Product Development

Ajita Kanchivakam Ananth

Staff Technical Program Manager at Google

Ajita Kanchivakam Ananth
Open session

World Congress 2026 North America

Building AI Products That Preserve Choice

Ajit Varma

Head of Firefox at Mozilla

Ajit Varma
Open session

World Congress 2026 North America

Engineering the Pivot: How Creative Strategy Solves the Hard Problems of AI Accuracy and Scale

Shruti Tiwari

AI/ML product manager, Dell

Shruti Tiwari
Open session

World Congress 2026 North America

When Agents Became Users: Rearchitecting Identity and Permissions for AI at Scale

Yoav Gal, Dor Cohen

Yoav Gal
Dor Cohen