Work

Deep science, tangible benefits.

10+ years

translating scientific research into products and systems

100+

human factors studies with thousands of participants

Millions

of people using products shaped by this research

ISO & ANSI

keyboard standards informed by research findings

Book

Navigating Uncertainty: Simple Scientific Insights for Everyday Life

Anna L. Pereira (K. J. Friston, Academic Advisor) — Active Inference LLC, 2025

“An epistemic and insightful treasure.”

— Karl J. Friston

Buy on Amazon →

White Papers

Making Sense of Uncertainty: Designing Experiences for Adaptive Inference

Anna L. Pereira — Active Inference LLC, 2025

A design-led framework for translating active inference and the free energy principle into practical tools—using a four-quadrant model spanning mind, body, and environment to help people engage adaptively with uncertainty.

Download PDF ↓

Toward a More Legible Humanity: Communication, Inference, and the Design of Human Coordination Systems

Anna Pereira PhD MS & Guido van Nispen — June 2026

Reframes communication as a mechanism for aligning internal models between people, arguing that better communication makes shared systems more robust and less prone to breakdown.

Download PDF ↓

Tools

Pattern Mirror

A lightweight reflection tool. People answer a small set of questions about how they prefer to communicate, decide, give feedback, and handle disagreement. Profiles can be compared side-by-side to surface the differences at a level of detail people can actually talk about.

Try it →

Academic Publications

Inferring the unseen: From the moving Earth to the predictive brain

With D. E. Chamberlin · Manuscript in preparation · 2026

Active Inference (textbook), S. Namjoshi

MIT Press · 2024 · Book Reviewer and Contributor

Biomechanical risk factors associated with distal upper extremity musculoskeletal disorders in endoscopists performing colonoscopy

Gastrointestinal Endoscopy, 93(3) · 2021

Mind the gap: The effect of keyboard key gap and pitch on typing speed, accuracy, and usability, part 3

Human Factors, 57(7) · 2015

A user-developed 3-D hand gesture set for human–computer interaction

Human Factors, 57(4) · 2015

The effect of keyboard key spacing on typing speed, error, usability, and biomechanics, part 2: Vertical spacing

Human Factors, 56(4) · 2014

The effect of keyboard key spacing on typing speed, error, usability, and biomechanics: Part 1

Human Factors, 55(3) · 2013

Holding a tablet computer with one hand: Effect of tablet design features on biomechanics and subjective usability among users with small hands

Ergonomics, 56(9) · 2013

FocalSpace: Multimodal activity tracking, synthetic blur and adaptive presentation for video conferencing

Proceedings of the 1st Symposium on Spatial User Interaction · 2013

Gender comparisons of mechanical aptitude, prior experiences, and engineering attitudes for mechanical engineering students

Journal of Women and Minorities in Science and Engineering, 18(3) · 2012

Additional Academic Advisory & Service

Dean's Advisory Board, School of Engineering

University of Portland · 2014–2018

Instructor, Introduction to Innovation

University of Portland · 2016

Academic Advisor, Human Factors

Cornell University · 2014

Teaching Assistant, Product Development

Haas School of Business, UC Berkeley · 2011

Selected Product Work

Microsoft Surface Keyboards

Microsoft Studio

Google Watch

Valve Index

In the Press

“The Surface Book's keyboard spacing is pretty ideal, and I wish other laptop makers would pay as much attention to getting the keys just right.”

— The Verge, on Surface Book

“The keyboard and trackpad are excellent.”

— WIRED, on Surface Book

“Microsoft's new Type Cover is simply a revelation: It finally brings a killer keyboard to the Surface lineup.”

— Engadget, on Surface Pro 4

“Provided an all-around improvement in ergonomics and usability.”

— Ars Technica, on Surface Pro 4

SELECTED TALKS

Volcano Summit

Antigua, Guatemala · 2026

AI Ergonomics and Human Flourishing

The House of Peace, Geneva, Switzerland · 2026

Building Trust in the AI Era

Paradigm Session · 2026

Podcast with Karl Friston

2026

Navigating Uncertainty Book Release

International Workshop on Active Inference · Montreal, Canada · 2025

Navigating Uncertainty Book Proposal

International Workshop on Active Inference · Oxford, UK · 2024

Applying Active Inference to Intentional Goal Achievement

Stream Europe · 2024

Design Lecture

Stanford University · 2021

Android All-Hands Presentation

Google · 2021

Human Factors Lecture

Cornell University · 2014

Tangible Media Group

MIT Media Lab · 2013

Education & Credentials

Postdoctoral Researcher, Tangible Media Group

MIT Media Lab · 2013

Ph.D., Human Factors and Ergonomics

University of California, Berkeley · 2013 · NIOSH Fellowship

M.S., Mechanical Engineering

Michigan Technological University · 2010 · Kings-Chavez-Parks Fellowship

NSF Research Grant

Hong Kong University of Science and Technology · Summer 2010

B.S., Mechanical Engineering

University of Portland · 2008 · Presidential Academic Scholarship

Integral Coach® Certification

New Ventures West · 2024 · ICF Level 2