Liminal Thinking: Sense-making for systems in large organizations
Summary
In his talk, Dave Gray uses metaphors like the enterprise elephant and the blind men to describe how different perspectives in an organization create competing realities. Drawing on the concept of the ladder of inference from Chris Argyris, he explains how experiences, attention, theories, judgments, and beliefs form a self-sealing logic that organizations and individuals unconsciously reinforce. Lou Gerstner's story of IBM’s turnaround illustrates the need to see beyond siloed views. Dave emphasizes that beliefs drive behavior and that without understanding underlying beliefs and needs, efforts to change or get buy-in will fail. He shares powerful stories, such as Adrian’s misunderstanding of a team member’s late working hours, illustrating how testing assumptions through conversation helps break false beliefs. Dave highlights the risks of executive isolation using the “monkey tree” metaphor, where information is filtered upward, reinforcing distorted realities. He advocates for empathy and active outreach by leaders to break bubbles through direct engagement with customers and teams. Drawing on examples from Catherine Courage and Alyssa Briggs, he shows how creating safe spaces—via warm tea, cookies, or field trips—can foster trust and openness. Dave stresses the importance of double-loop learning and acting as if alternative beliefs are true as a way to test and shift organizational culture. He concludes with practical advice to assess people’s needs, understand behaviors, and design experiments to validate or revise beliefs, encouraging everyone to break autopilot routines and cultivate curiosity and openness.
Key Insights
-
•
Organizational culture is a self-reinforcing bubble shaped by shared beliefs that filter and distort reality.
-
•
People’s beliefs form through a ladder of inference: from experiences and attention to theories, judgments, and stories.
-
•
People rarely share their true beliefs openly, making understanding underlying needs critical to effect change.
-
•
Self-sealing logic protects existing beliefs by dismissing conflicting information and rationalizing contradictory evidence.
-
•
Senior leaders are especially vulnerable to distorted realities due to filtered information and lack of direct engagement.
-
•
Breaking patterns and assumptions requires curiosity, experimentation, and acting 'as if' alternative beliefs are true.
-
•
Creating safe spaces using simple acts like sharing warm tea or cookies can build trust and surface genuine needs.
-
•
Empathy for others, including leaders, helps support breakthrough out of limiting belief bubbles.
-
•
Small courageous acts, such as breaking dress codes or challenging routines, can build reputations and open new possibilities.
-
•
Double-loop learning—examining and revising underlying beliefs—is needed to overcome resistance and foster real organizational change.
Notable Quotes
"If you do anything with other people, you’re creating culture."
"The enterprise feels like a big elephant; different people touch different parts and argue what it really is."
"Beliefs are habits of action; they are the rules that guide how we decide to act."
"People don’t share their beliefs; you have to search for and understand them to get true buy-in."
"The higher up you are in an organization, the more distorted your reality is likely to be."
"It’s impossible to be angry with a warm cup of tea in your hand."
"The only way to get outside your bubble is to act as if an alternative belief is true and test it."
"Change only happens in the present moment, not the past or future."
"Most enterprises are not emotionally safe places; people can’t just leave emotions at the door."
"You lie to yourself more than anyone else; the lie is that you are completely rational and objective."
Or choose a question:
More Videos
"If we deeply understand outcomes and advocate for impact, we’ll be the ones making real change happen in the enterprise."
Greg PetroffSoftware as Material—A Redux
June 6, 2023
"Why was the universe doing this to me? That was a bad question."
Brendan JarvisFraming Tomorrow by Questioning Today
June 8, 2022
"When things behave the same way, users don’t have to worry about what will happen—that’s the intuitive factor."
Prerna MakanawalaAchieving Balanced Design Consistency
June 9, 2021
"We are stuck in the user trap because these platforms are central to being human today."
Tricia WangFrom Users to Shapers of AI: The Future of Research
March 25, 2024
"Duolingo’s AI push damaged immersion by breaking narrative cohesion and lowering course quality."
Cheryl PlatzEmbrace Your Fun Factor: Game Development Best Practices for Product Design
January 9, 2026
"I think we all know no matter if you’re new to this work or you’ve been doing it for years, we’re always still learning."
Ariel KennanTheme Two Intro
November 17, 2022
"It's not about going out to communities but changing your team and leadership to genuinely reflect those communities."
Tricia WangThe most popular design thinking strategy is BS
January 27, 2022
"We want to send fewer mailers but make them more impactful, using A/B testing to optimize open and click rates."
Kristin WisnewskiMeasuring What Matters
October 23, 2019
"Facilitating a shared understanding among everyone on product takes a lot of time."
Scott Jensen Sarah Delaney Carmen LiuShort Take #2: UX/Product Lessons from Your Industry Peers
December 6, 2022
