Authority · Interpretation · Collective Sensemaking

Julie A. Vera, Ph.D.

Authority, interpretation, and collective sensemaking in mediated information environments.

I study how people decide whose interpretations to rely on when information is unfolding, consequential, and mediated — whether it's mediated by platforms or AI systems. My work examines how authority becomes recognizable and usable outside traditional institutional structures, from severe weather livestreams and creator-led crisis information to AI-generated content, marketplaces, and other systems where people must act before certainty is possible.

Julie Vera
12+ yrsResearch & analytics experience
Ph.D.Human Centered Design & Engineering, University of Washington
0→1Research functions built at Monster and AutoNation
CHI · CSCW · ISCRAMPeer-reviewed HCI publications

Extending the weatherfluencer research across authority, community, and recurrence.

I'm extending my dissertation work on weatherfluencers into longer-term questions about how platform-native authority develops across events, seasons, and communities.

The next phase of this work looks beyond single livestreams to how platform-native interpreters, audiences, local observers, and weather communities become part of a broader information ecology over time.

The broader question remains: how do people decide whose interpretations to rely on when information is unfolding, consequential, and mediated — whether by platforms, communities, institutions, or AI systems?

Research that shapes product and organizational strategy

Research strategy & roadmap ownership

Setting the research agenda that informs what gets built and why.

0→1 research function building

Standing up research infrastructure, method, and vocabulary where none existed.

Authority under uncertainty

Studying how people decide whose interpretations to rely on when the interpreter's standing is unsettled.

AI-mediated interpretation

What makes generated interpretation inspectable and usable, and where it fails.

Platform-mediated expertise

Collective sensemaking during severe weather and other high-stakes events.

Credibility & choice under asymmetry

How people decide what to rely on across two-sided marketplaces.

Applied research

Industry research on AI-generated content, marketplaces, search, and product systems where authority, evidence, credibility, and reliance shape what people are willing to do.

Crisis information and platform-mediated expertise How publics assess credibility and expertise when creators, institutions, platforms, and real-time risk collide. Signature case: severe weather livestreams and weatherfluencers.
AI-generated content, evidence, and reliance Where AI-authored content becomes usable, where it requires proof or provenance, and what claims exceed the authority users are willing to grant.
Research infrastructure for ambiguous product spaces Building shared interpretive infrastructure before ambiguity hardens into roadmap commitments.
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Research

Authority under uncertainty

A research agenda on how publics make interpretations usable when expertise is contested, information is unfolding, and systems mediate what can be seen.

How do people decide whose interpretations to rely on when information is unfolding, consequential, and mediated — whether by platforms, communities, institutions, or AI systems?

Severe weather livestreams & weatherfluencers Platform-mediated expertise under real-time risk.
AI-generated & synthetic interpretation What makes generated interpretation inspectable and usable, and where it fails.
Contested authority & platform governance How platforms shape collective sensemaking when institutional accountability is unsettled.
Marketplace credibility & information asymmetry Reliance as a driver of consumer and job-seeker behavior.
Human-centered research for high-stakes environments Research infrastructure for decisions that matter.
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Publications & talks

Peer-reviewed papers, posters, invited talks, media, and public writing across HCI, crisis informatics, platform studies, trust & safety, and AI-mediated information.

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Recent & upcoming

"Making Sense of the Weather, Together" publishes at CSCW Oct 2026
Invited talk, SAP UA Futures Group Jun 2026
HAI 2025 publication on social AI chatbots Nov 2025
CHI 2025 publication on TikTok content control Apr 2025

Let's talk

For research leadership roles, collaborations, talks, writing, or strange high-stakes information problems involving authority, communities, platforms, or AI-mediated interpretation, get in touch.

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