Liminal is one of the 110 voices

110 Voices on Generative AI

Bots, agents and robots. A collective exploration of how artificial intelligence is reshaping work, learning, creativity and society.

Featuring a chapter by Tiago J. C. Sousa, Managing Partner at Liminal.

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IN THE COMPANY OF VOICES FROM

Ana FigueiredoCEO at Chairman da MEO
Andres OrtoláGeneral Manager at Microsoft Portugal
Diana Grilo SilvaHead of Interactions at Critical TechWorks

Individual contributions, with affiliations shown for context.

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Cover of 110 Voices on Generative AI, Bots, Agents and Robots

110 perspectives on generative AI, bots, agents and robots.

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More than technology. A conversation about our future.

Artificial intelligence is changing the way organizations operate and the way people live, learn and work. But the debate cannot be reduced to technical performance alone.

The invited authors examine generative AI through many lenses, including work, education, ethics, productivity, citizenship and the relationship between people and increasingly autonomous systems.

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Liminal's perspective, alongside leaders from major technology brands.

We're proud to be part of a collective publication that brings together 110 perspectives on artificial intelligence, alongside voices from some of Portugal's most recognized technology and business organizations.

LIMINAL · CONTRIBUTING AUTHOR

Tiago J. C. Sousa

Founder & Managing Partner, Liminal

In his chapter, Tiago explores what it really means to put people first in an AI-driven world. His perspective challenges organizations to look beyond efficiency and automation, and focus on meaningful value for customers, employees and society.

Human First, AI Forward.

Different voices. Leading organizations. One collective reflection.

Selected examples of the contributors and their professional affiliations.

MEO

Ana Figueiredo

CEO and Chairman at MEO

One of the prominent voices represented in the collection, joining Liminal in a broader reflection on technology, leadership and transformation.

Microsoft

Andres Ortolá

General Manager at Microsoft Portugal

A relevant voice in the book’s collective conversation, reinforcing the calibre of organizations represented alongside Liminal.

CriticalTechWorks

Diana Grilo Silva

Head of Interactions at Critical TechWorks

Another contributor context that helps position Liminal within a collection of voices linked to recognized technology brands.

Affiliations identify individual contributors and do not imply corporate authorship, sponsorship or partnership with Liminal.

Discover the ideas and experiences shaping the AI conversation, including Liminal's contribution.

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Tiago J. C. Sousa, Founder and Managing Partner at Liminal
Tiago J. C. SousaFounder & Managing Partner, Liminal

Meet our contributing author.

Tiago J. C. Sousa brings Liminal's perspective to a collective reflection on generative AI, alongside leaders from some of Portugal's most recognized technology organizations.

Founder and Managing Partner of Liminal, Tiago works at the intersection of business strategy, CRM, marketing automation, artificial intelligence and analytics, helping organizations turn technology into better customer experiences and measurable business results.

With more than 15 years of experience in marketing and sales, particularly in B2B and technology markets, he has led digital transformation and innovation initiatives. He also lectures at institutions including the University of Aveiro, IPAM, Universidade Europeia and the Polytechnic Institute of Coimbra.

His contribution to 110 Voices on Generative AI, Bots, Agents and Robots reflects a human-centred approach to the adoption of AI.

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110 voices challenge assumptions and open new questions

01

Understand work

Explore how AI is transforming roles, skills, productivity and the nature of human collaboration.

02

Reimagine learning

Consider the opportunities and responsibilities AI introduces to education and lifelong learning.

03

Question ethics

Look beyond hype to address trust, responsibility, bias, power and democratic citizenship.

04

See the wider picture

Connect generative AI with bots, agents, robots and the future of organizations and society.

Companies that remain trapped in the AI First mindset won’t fail for lack of technology. They’ll become irrelevant through excessive efficiency and a lack of purpose.

Tiago J. C. SousaFounder & Managing Partner, Liminal

110 Voices book cover

A multidimensional view of generative AI

The collection brings technical and human perspectives into the same conversation. Rather than offering a single prediction, it invites readers to think critically across disciplines and contexts.

  • Work and productivity
  • Education and learning
  • Ethics and responsible use
  • Citizenship, organizations and society
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Explore 110 perspectives on how generative AI is transforming organizations, society and the way we live and work.

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