Summary
LLMs are everywhere, but when it comes to real research, they often fall short. Generic LLMs weren’t built for continuous research workflows, and product researchers quickly see the problem: the outputs are generic, lack full context, and struggle to connect multiple data sources. Instead of surfacing meaningful insights, they can amplify noise. In this session, Daniel will break down why AI often fails research teams and what’s missing. He’ll show how to make AI actually useful for continuous product research. Accelerating analysis, connecting insights across sources, and keeping researchers at the center, equipped with a powerful tool rather than replaced by one.
Upcoming events
Research, from Unimaginable to Presently Possible: A Future-Casting Sticky-Note Sprint
Connect with the Advancing Research Community
Research is a team sport: advancing the work when everyone does the research
From generic to contextual research insights with AI | Live Q&A
Participant Recruitment and Management Tools
Co-Design vs Faux-Design: Navigating the Complexities of Sharing Power in Co-Design
More Videos
"Representing a person as a circle feels more right—like we’re all equidistant at the same table."
Saara Kamppari-MillerCartography for Design Communities
September 10, 2025
"Women are living nonlinear lives—career breaks, health cycles—that standard designs do not account for."
Mansi GuptaWomen-Centric Research: What, Why, How
March 29, 2023
"Embracing seasonality in influence means adapting your expectations to current conditions."
Joshua GravesWe Need To Talk: Navigating Conversations with Your Boss (Part 1 of 3)
April 14, 2025
"We want to prevent our community from the dehumanizing impulses often brought on by bureaucratic scaling."
Bud Caddell Kristin Skinner Alana WashingtonDesignOps Community Sensing Session
May 13, 2021
"All the videos and decks will be shared almost within minutes after each presentation so you can relax and enjoy."
Bria AlexanderOpening Remarks
June 11, 2021
"I put down my question guide and just talked with Carol."
Randolph Duke IIWar Stories LIVE! Randy Duke II
March 30, 2020
"Public data has a life of its own; it is sometimes one thing, sometimes another, depending on context and display."
Bryce Benton[Demo] AI-powered UX enhancement: Aligning GitHub documentation with USWDS at Austin Public Library
June 4, 2024
"With Qubits, you can create a design roadmap in half a minute aligned to your preferred design process."
Aurobinda Pradhan Shashank DeshpandeIntroduction to Collaborative DesignOps using Cubyts
September 8, 2022
"You probably have messed up. You probably will mess up. It’s inevitable and it’s okay."
Steve PortigalWar Stories LIVE! Steve Portigal
March 30, 2020