84 minutes
Vision and Values Masterclass: From North Stars to Guardrails
Values shape our behaviors. Vision aligns our direction. Yet too often, teams treat both as background noise— implied in roadmaps, buried in backlogs, or lost in delivery. Values are an issue of ‘alignment’ in AI. See: See Why Agentic AI needs user values
We can no longer rely on values being implied. They need to be designed. Especially when designing for Inclusive AI.
In AI, drift shows up as bias or hallucination. In organizations, it shows up as cynicism, burnout, or “just following the process.” In both cases, it happens when nobody is checking alignment anymore.
“Drift” is an LLM behavior, where the language model erodes or ‘goes off-script’ over time. It’s important to design for it. Likewise, when values aren’t operational, they drift. And when they drift, culture follows. A poster on the wall doesn’t help you in a tough call. “Integrity” means nothing if it’s not part of your decision flow. Culture erodes when values aren’t in the room for trade-offs.
In this Masterclass, Frank Spillers will provide tested methods for bringing back values into AI design conversations (guardrails, drift) and to your team. He’ll connect vision (roadmaps) to values (principles) and share strategies for preventing cultural and AI drift while designing ethical and inclusive guardrails.
Why this matters:
AI is accelerating every decision, every interaction. Without grounded values, we risk automating bias, scaling harm, or following whoever shouts loudest—whether that’s a populist politician or a billionaire troll.
If you don’t design values into the work, you’re designing drift into your culture.
And in an AI-driven world, drift means bad experiences and compromised product development.
Join Frank to explore how to operationalise your organisation’s values, build meaningful guardrails, and design against drift. Because vision without values is chaos—and values without vision go nowhere.
Agenda: From North Stars to Guardrails: vision to values
1) Principles: How to operationalize your values at the design level
2) Guardrails: Defining guardrails for your design, AI strategy and your culture
3) Drift: Avoiding
drift in LLM design and in your culture
4) Q&A
About Monthly MasterClasses:
These monthly meet-ups are topic-driven live events with an informal presentation by Frank Spillers and group activities and discussions. Monthly MasterClasses are included as part of your membership. They allow a deep dive into important UX topics, with insights drawn from process best practices and case studies from Frank’s 25 years in the field.
How to access this masterclass...
- Open Circle: FREE (Get it FREE>> Join Open Circle)
- Inner Circle: Included in your $99 a month Inner Circle membership (50% discount available) for all events plus Digital Library 250+ videos, mentoring, hands-on workshops and more...