Andrés Colmenares pointing to the audience during his Knowledge Lab

5 learnings on rethinking AI in innovation

Partner

Location

Studio Barcelona

Published Date

April 22, 2026

Rethinking AI starts by questioning what we take for granted. Beyond the tools and technologies, responsible innovation means understanding the human decisions, systems and consequences behind them. The future of AI depends not only on what technology can do, but on how we choose to use it.

Andrés Colmenares talking, seated on a blue sofa
Andrés Colmenares talking, seated on a blue sofa
Andrés Colmenares talking, seated on a blue sofa
Andrés Colmenares talking, seated on a blue sofa

Biography

Biography

Andrés Colmenares is a strategist, curatorial designer, and creative foresight consultant helping organizations use futures as tools for better decision-making. He has worked with NESTA, Tate, BBC, and WeTransfer, and co-founded IAM Creative Research Lab and The Billion Seconds Institute, exploring the socio-ecological impact of digital systems.

Full room during Andrés Colmenares' Knowledge Lab

Andrés Colmenares, Knowledge Lab, Xplore Studio Barcelona

01 The way we think and talk about AI shapes decisions

The narratives and language used around AI directly influence how individuals and organizations make decisions about it.

02 There is no clear definition of AI

AI is described as an “umbrella term” with no consensus, making it difficult to regulate and properly understand.

“The ways that we think about AI and the stories that we tell each other about AI end up shaping the decisions that we are making around tech.”

Andrés Colmenares

Knowledge Lab, Xplore Studio Barcelona

“The ways that we think about AI and the stories that we tell each other about AI end up shaping the decisions that we are making around tech.”

Andrés Colmenares

Knowledge Lab, Xplore Studio Barcelona

“The ways that we think about AI and the stories that we tell each other about AI end up shaping the decisions that we are making around tech.”

Andrés Colmenares

Knowledge Lab, Xplore Studio Barcelona

“The ways that we think about AI and the stories that we tell each other about AI end up shaping the decisions that we are making around tech.”

Andrés Colmenares

Knowledge Lab, Xplore Studio Barcelona

03 AI is shaped by human decisions, not autonomy

AI doesn't operate in a vacuum. Its outputs reflect the people, data, intentions and structures behind it. Understanding these influences is essential to using it responsibly.

04 AI does not have agency

AI does not think or act independently, outcomes are always shaped by humans and organizational structures.

05 We are increasingly disconnected through abstraction

Terms like “AI” or “the cloud” simplify complex realities and distance us from their physical, social, and environmental impact.

Attendees taking notes during the Knowledge Lab
Attendee holding a printed booklet from the Knowledge Lab
Participants around tables during the Knowledge Lab at Xplore Studio Barcelona
Andrés Colmenares speaking on a blue sofa
Audience on blue sofas during the Knowledge Lab
Attendees smiling during the session

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