The Only Constant

In this episode of The Only Constant, Lasse Rindom speaks with Maria Sukhareva - computational linguist, Lead AI Strategist, and founder of AI Realist - who brings 15+ years in natural language processing to a refreshingly hype-free look at what large language models actually are, and aren't. With roots in computational linguistics and machine translation, Maria has been doing language modelling "since before it was cool," and she puts that depth to work as the conversation moves from the latest AI market drama into the deeper questions of language, intelligence, and truth. Main topics they discuss include: Why understanding language matters for understanding LLMs, and how the field drifted from linguistics toward pure statistics The absence of real concepts, reasoning, and truth in models that simply predict the next token AI slop, eloquence-as-intelligence, and the flood of machine-generated academic papers Why "what to do" now matters more than "how to do it" - and what this means for experts, managers, and the future of work If you've ever wondered what's actually happening behind the curtain of a language model - this conversation is for you.---Do you want to know more about Maria Sukhareva? Maria Sukhareva is the founder of AI Realist (airealist.org), an independent publication offering vendor-neutral, anti-hype analysis of enterprise AI for a practitioner audience. Through her weekly AI Realist Radar briefings, long-form investigative writing, regular workshops, and keynote engagements, she covers the developments enterprises actually need to navigate, from model releases and pricing shifts to security incidents and governance frameworks. AI Realist has grown to over 30,000 followers on LinkedIn and hundreds of paying subscribers, with her work cited by top media outlets including Forbes and Die Welt. Alongside AI Realist, Maria serves as Principal Expert in AI and Lead AI Strategist at a DAX40 company, with over 15 years in NLP and generative AI. Her path runs from certified translator to computational linguist at Universität des Saarlandes, through leading the machine translation initiative at BMW Group, to her current role shaping enterprise AI strategy. Maria holds a background in computational linguistics, has authored more than 20 publications, and speaks four languages.

In this episode of The Only Constant, Lasse Rindom speaks with Mahmood Aziz, a seasoned technology and AI transformation leader with decades of international experience across consulting, software and enterprise IT. Mahmood brings a refreshingly grounded, human-centred view of what AI is really changing in the world of work - and what stubbornly stays the same. Main topics they discuss include: How AI is reshaping consultancy and why expertise, judgement and the human "spark" still matter The trap of "midterm sci-fi" thinking and projecting three-to-five-year futures we can't really see yet Why 70–85% of AI pilots never reach production, and the lessons we keep ignoring from ERP, cloud and RPA The missing operating model, and why governance, trust and accountability matter more than raw action Do you want to know more about Mahmood Aziz? Mahmood has over 30 years international experience at Board, Executive and Non-Executive positions in Consulting, NHS, Auditing, Software, Business & IT Services firms. These cover strategic & operational leadership, fund-raising, restructuring, M&A, auditing, consulting, program & project management, business process optimisation and redesign, robotic process automation, AI, data, analytics & ERP He has specific focus transforming organisations in Financial Services, Pharma & Life Sciences, Energy, Telco, Retail & Public Sector enterprises across EMEA, working with global, international brands, as well as startups and scaling companies. These are all in client facing, consulting and programme delivery roles, delivering multi-million £ benefits and growing business units consistently both in terms of revenue and people development. In these roles, he has been both leader and follower, consistently championing & delivering change, innovation & business transformation for customers, his business areas & himself. Currently Founder & Director of Mind Intelligence Limited, a boutique consulting firm focused on growing scaling organisations with services covering AI, Automation, business strategy, business model design, sales/finance/performance planning, digital transformation & operations optimisation as a Fractional CxO, Advisor, Mentor & Coach. Available for Non-executive, Board Advisory & Consulting engagements Recent notable experiences include, Non-executive Governing Board Member, Chair of Finance & Performance Committee, Advisory Board Member, CRO, COO, Board director, Strategic Global Alliances for Blue Prism (EMEA & Rest of World alliances growth), Facilitator, Keynote speaker & more. Mahmood has an MBA awarded from the University of Hull

In this episode of The Only Constant, Lasse Rindom speaks with Cristina Caffarra - top competition economist, UCL professor, and founder of EuroStack. After 25 years at the top of the antitrust world, she walked away to power up European tech, and she makes a sharp, unapologetic case that Europe is a "digital colony" with everything it needs to change that - if only it would stop admiring the problem and start building. Main topics they discuss include: Why big tech is pouring money into AI, and why "AI is cloud" - the same hyperscaler stack souped up Europe as a digital colony, sovereignty washing, and why the real case for European tech is growth, not values or kill-switch fears How public procurement can favour European solutions without "discriminating" - and why the mercantilism and protectionism charge is a strawman Where the money actually is and why private demand, not 15 years of regulation, is what will move the dial If Europe's place in the AI race is something you wrestle with, this conversation will both provoke and energise you.   Do you want to know more about Cristina Caffarra? Dr Cristina Caffarra is a globally renowned competition expert who had a 25-year career as a leading economic consultant. She headed for 17 years (between 2006 and 2022) the Competition Team of Charles River Associates (CRA) in Europe. She then set up Keystone Europe as Managing Partner in July 2022, which she left in 2023.    She co-founded the EuroStack movement in 2024 and is she is co-founder and Chair of the EuroStack Initiative Foundation e.V. EuroStack | Building Europe’s digital future, a non-profit organization to pursue European resilience and asset-building in European tech and digital.   She is recognised as a thought leader in antitrust enforcement, regulation, tech policy, the interface between tech, competition, industrial policy and trade.  She is sought after as a public speaker and /regularly keynotes at top events on competition, regulation, digital and industrial policy.  She is also a convener with the ability to gather senior agency, policy and academic speakers for the most high-profile policy events in Europe on tech and related economic policy.  She hosts and produces the Eacape Forward podcast, and her Annual Escape Forward Brussels Conference is the highest-profile event on economic and regulatory policy in Europe. She has written multiple contributions to the field of competition and regulation of digital markets, lectures in competition economics. She is an Honorary Professor at UCL, she is also Associate Fellow of the Centre for Economic and Policy Research (CEPR) in London and Deputy Chair of the CEPR Competition Research Policy Network. She is also a 2026 Fellow at DG Grow.  

In this episode of The Only Constant, Lasse Rindom speaks with Brian Evergreen - leading AI strategist, author of Autonomous Transformation, and founder of The Future Solving Club. Brian brings a refreshingly grounded enterprise lens to cut through the AI hype cycle and challenge the narrative that AI agents will replace white-collar workers, become our "coworkers," or magically transform organizations through prompt workshops and democratized tools. Main topics they discuss include: Why the loudest voices predicting an AI-driven jobs apocalypse all have a vested interest in that narrative The relational layer of organizations and why it can't be replaced by synthetic networks Why "ChatGPT is not your AI strategy" - and the difference between adding a new piece to the board and rewriting the whole game Future Solving as an alternative to "future-proofing" - choosing the future you want and reverse-engineering it The trap of quarter-by-quarter incrementalism and why real value creation needs a longer horizon If you've been overwhelmed by the daily "CEO said something" cycle and want a grounded, honest conversation about what AI actually means for enterprises, leadership, and life - this one is for you.   Do you want to know more about Brian Evergreen? Brian Evergreen is one of the most respected voices on strategy and AI as a leading author, advisor, and speaker. He teaches leaders and organizations how to take the future into their own hands and create value with it. From small businesses to corporations like Microsoft and Mastercard, from Hollywood to NASA to Wharton, he has presented his ideas and a new system of leadership called Future Solving, which has supported over $20B of investment. He has written one book, Autonomous Transformation, and co-authored two books, Driving Sustainable Innovation and Agentic Artificial Intelligence and is quoted frequently and regularly contributes to national publications.   Brian is the founder and CEO of The Future Solving Company, an advisory, training, & events company serving a global community solving for the future. He is the host of the popular podcast Future Solving, which has featured Rita McGrath, Kim Scott, Alex Osterwalder, and other top thinkers. He is also the President of The Future Solving Club, a private group of senior executives shaping the future who dialogue with world-renowned thought leaders and executives weekly and at exclusive dinners and events throughout the year. His work has been featured on Bloomberg, Forbes, Fast Company, CIO, VentureBeat, the Next Big Idea Club, and Thinkers50.   You can learn more about and connect with Brian on LinkedIn, at https://www.linkedin.com/in/brianevergreen

In this episode of The Only Constant, Lasse Rindom speaks with Nikki Barua, serial entrepreneur, bestselling author, keynote speaker, and co-founder of FlipWork. Named Entrepreneur of the Year and one of Entrepreneur Magazine's 100 Most Influential Women, Nikki has spent 25 years at the intersection of people, technology, and transformation. Drawing on her own journey from Mumbai to building businesses in America, she brings a rare mix of optimism, pragmatism, and cultural depth to a sprawling conversations spanning agentic AI, identity, urban conformity, and what it really takes for humans to stay relevant. Main topics they discuss include: Why agentic AI is already reshaping management, culture, and trust inside enterprises — even before scaled adoption The difference between chasing efficiency (a race to the bottom) and reallocating freed capacity into real competitive advantage Why cognitive atrophy, not AI slop, is the real danger - and why originality, depth, and craftsmanship become more valuable when average is free How "strategic metabolism" and trust, not technology, are the true bottlenecks for enterprise transformation The Darwinian shake-out ahead for C-players, B-players, and short-term-thinking executives - and why lazy layoffs destroy institutional knowledge Tune in for a wide-ranging, surprisingly personal conversation that moves from AGI ethics to hillbillies, from Manhattan's density of talent to the elephant in every boardroom. Do you want to know more about Nikke Barua: Nikki Barua is a serial entrepreneur, keynote speaker, bestselling author, and globally recognized expert on transformation. She is the CEO & Co-Founder of FlipWork, the transformation partner helping organizations reinvent their culture, capabilities, and competitive edge for the AI age. For over 25 years, Nikki has worked with some of the world's most iconic brands, guiding them through digital transformation, workforce reinvention, and organizational change at scale. She knows firsthand that technology is only half the equation; the real breakthrough comes from building the people and culture ready to use it. As a tech entrepreneur who has built and scaled high-growth businesses, Nikki brings both the strategic lens of a leader and the hard-won wisdom of someone who has navigated disruption herself. Her personal journey from humble beginnings to building global companies has made her a sought-after voice on resilience, reinvention, and what it actually takes to lead through change. Her story has been featured in CNBC, Bloomberg, Fortune, and Forbes. Nikki has been named Entrepreneur of the Year by ACE, honored as an EY North America Entrepreneurial Winning Woman, included in Entrepreneur Magazine’s 100 Most Influential Women, recognized as one of the 21 Leaders for the 21st Century, and celebrated as a Woman of Influence by The Business Journals, and Top Entrepreneur by Comerica Bank & LA Lakers. Nikki Barua Links: Newsletter: https://www.nikkibarua.com/newsletters/reinvention-roadmap/subscribe Personal Website: https://www.nikkibarua.com/ Company Website: https://www.flipwork.ai/ LinkedIn: https://www.linkedin.com/in/nikkibarua/ Twitter: https://x.com/NikkiBarua Instagram: https://www.instagram.com/thenikkibarua/ Facebook: https://www.facebook.com/thenikkibarua