In this episode, Nina Olding, Staff Product Manager at Weights & Biases and formerly at Google DeepMind, working on trust and compliance for AI, joins Randy to explore the UX challenges of AI‑driven features. As AI becomes increasingly woven into digital products, the traditional UX cues and trust‑signals that users rely on are changing. Nina introduces her framework of the three “A’s” for AI UX: Awareness, Agency, and Assurance, and explains how product teams can build this into their AI...
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In this episode, Nina Olding, Staff Product Manager at Weights & Biases and formerly at Google DeepMind, working on trust and compliance for AI, joins Randy to explore the UX challenges of AI‑driven features. As AI becomes increasingly woven into digital products, the traditional UX cues and trust‑signals that users rely on are changing. Nina introduces her framework of the three “A’s” for AI UX: Awareness, Agency, and Assurance, and explains how product teams can build this into their AI...
Retention strategies for single-use products - Vivek Kumar (Investor and Advisor, Atlys)
The Product Experience
48 minutes
2 months ago
Retention strategies for single-use products - Vivek Kumar (Investor and Advisor, Atlys)
Product decisions built on daily-active metrics fall apart when your customers show up once a year, or once a decade. In this episode, Randy Silver talks to Vivek Kumar about building and growing low-frequency products, from property and tax to jobs and dating. Chapters 04:25 — What makes a product “infrequent”? Episodic use and recall decay 07:05 — Rethinking PMF: penetration and market share over retention curves 10:36 — When iteration is slow: prioritising problems under seasonal cycles ...
The Product Experience
In this episode, Nina Olding, Staff Product Manager at Weights & Biases and formerly at Google DeepMind, working on trust and compliance for AI, joins Randy to explore the UX challenges of AI‑driven features. As AI becomes increasingly woven into digital products, the traditional UX cues and trust‑signals that users rely on are changing. Nina introduces her framework of the three “A’s” for AI UX: Awareness, Agency, and Assurance, and explains how product teams can build this into their AI...
