https://www.elinhauge.com/insights daily 0.75 2026-03-23 https://www.elinhauge.com/insights/ai-risk-and-adoption-strategy monthly 0.5 2026-03-23 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/d0ed42a3-46e9-4af5-89bb-c5afb4df1935/AI+adoption+without+risk+awareness+is+a+strategy+mistake+-+Elin+Hauge.png Insights - AI adoption without risk awareness is a strategy mistake https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/3396c642-f53c-40a7-a549-c81d68f10547/elin-hauge-AI-strategist-and-keynote-speaker.jpg Insights - AI adoption without risk awareness is a strategy mistake - About the Author Elin Hauge is a keynote speaker, AI strategist, and trusted advisor to business leaders and boards. She specialises in helping organisations make sense of artificial intelligence beyond the hype, connecting technology to strategy, governance, and real-world value. With a multidisciplinary background in physics, mathematics, business, and law, Elin brings both analytical rigour and practical perspective. Her talks and advisory work empower leaders to ask better questions, make wiser decisions, and navigate AI with confidence. https://www.elinhauge.com/insights/my-top-five-learnings-as-international-speaker monthly 0.5 2026-03-10 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/f6448191-236e-4280-94ff-11a2237c0780/Elin-hauge-speaking.jpg Insights - My top five learnings as an international keynote speaker - About the Author Elin Hauge is a keynote speaker, AI strategist, and trusted advisor to business leaders and boards. She specialises in helping organisations make sense of artificial intelligence beyond the hype, connecting technology to strategy, governance, and real-world value. With a multidisciplinary background in physics, mathematics, business, and law, Elin brings both analytical rigour and practical perspective. Her talks and advisory work empower leaders to ask better questions, make wiser decisions, and navigate AI with confidence. https://www.elinhauge.com/insights/from-gut-feeling-to-fact-based-through-ai monthly 0.5 2026-03-06 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/767ebdd7-d630-4795-a8ea-e9ab2afe603c/Gartner+Analytics+Ascendancy+Model+Showing+the+Progression+from+Descriptive+to+Prescriptive+Analytics Insights - From gut feeling to fact-based decision-making - with AI? - Background and Perspective First, a few words about myself and where my opinions stem from. Academically, I have two Master's degrees in biophysics and operational research (applied mathematics), respectively. Currently I am also working on a Bachelor's degree in law. Throughout my entire career of about 25 years, I have worked with data-fuelled strategy and business development. In 2012, Gartner published the illustration below, describing the levels of analytic approach to understanding the business operations https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/9e718116-38f3-4517-8838-f27b3d4ec65e/Elin-Hauge-AI-Strategist-and-Keynote-Speaker Insights - From gut feeling to fact-based decision-making - with AI? - About the Author Elin Hauge is a keynote speaker, AI strategist, and trusted advisor to business leaders and boards. She specialises in helping organisations make sense of artificial intelligence beyond the hype, connecting technology to strategy, governance, and real-world value. With a multidisciplinary background in physics, mathematics, business, and law, Elin brings both analytical rigour and practical perspective. Her talks and advisory work empower leaders to ask better questions, make wiser decisions, and navigate AI with confidence. https://www.elinhauge.com/insights/chatgpt-ads-openai-business-model-privacy monthly 0.5 2026-02-27 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/0d99356b-69cf-4416-b005-adcddd72afc4/Ads-in-chatGPT-article-what-this-means-for-you.jpg Insights - The numbness of ChatGPT ads - OpenAI’s inevitable shift emphasizes the quiet cost of “free” AI - For those without that budget, the shift could feel different. Visibility risks becoming less about genuine relevance and more about who can afford to be seen. Competing with paid placement instead of earned attention has long defined the ad-supported internet. There’s little reason to think that this would have been the exception. As a rebel in the world of tech feudal lords, I'm actually neither excited nor surprised. I am, though, quite numb. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/8f87c559-dfbf-4536-b100-a9c789121e5a/2025-03-28-elin-hauge-067-hires.jpg Insights - The numbness of ChatGPT ads - OpenAI’s inevitable shift emphasizes the quiet cost of “free” AI - About the Author Elin Hauge is a keynote speaker, AI strategist, and trusted advisor to business leaders and boards. She specialises in helping organisations make sense of artificial intelligence beyond the hype, connecting technology to strategy, governance, and real-world value. With a multidisciplinary background in physics, mathematics, business, and law, Elin brings both analytical rigour and practical perspective. Her talks and advisory work empower leaders to ask better questions, make wiser decisions, and navigate AI with confidence. https://www.elinhauge.com/insights/constructive-ai-discussions-board-framework monthly 0.5 2026-03-23 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/b297740b-25a9-4105-a2ed-b974c5a2e10a/AI-Governance-and-discussion-framework-Elin_Hauge-AI-Keynote-Speaker-and-Board-Advisor.png Insights - The board's recipe for constructive AI discussions - Leaders have in general acknowledged that AI is here to stay, in some form. The big question which non-executive boards and C-suites currently grapple with is how to move forward from the general acknowledgement of AI to actual and sustainable value for their business or organisation. Having spoken with many of these leaders, I have come to realise that the main hurdle is the classical challenge of talking past each other. This means that for boards and C-suites to be able to create real progress with AI, the first move should be to ensure a common understanding of which characteristics, capabilities, risks and options belong together. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/22e19102-8d6b-4ba7-9974-189a787f61b5/2023-03-21-elin-hauge-442-hires.jpg Insights - The board's recipe for constructive AI discussions - About the Author Elin Hauge is a keynote speaker, AI strategist, and trusted advisor to business leaders and boards. She specialises in helping organisations make sense of artificial intelligence beyond the hype, connecting technology to strategy, governance, and real-world value. With a multidisciplinary background in physics, mathematics, business, and law, Elin brings both analytical rigour and practical perspective. Her talks and advisory work empower leaders to ask better questions, make wiser decisions, and navigate AI with confidence. https://www.elinhauge.com/insights/ai-agents-a-potential-governance-nightmare monthly 0.5 2026-02-04 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/c7d4e27f-c94d-4b87-812d-f6a1c88425b5/Elin_Hauge_AI_Agents_A_Potential_Governance_Nightmare.png Insights - AI agents - a potential governance nightmare - Over the last couple of weeks I've had the conversation about AI agent governance with a handful of clients. The big questions are how to ensure that AI agents only do what you want them to do, that they do it with a satisfactory level of precision and predictability, that there is some kind of audit trail, and that they do not cause information security weaknesses. In addition, when the number of agents becomes significant, you also want to avoid that they weave into each other and cause hidden collateral damage. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/9ac443d8-8ae4-47c5-a8d1-5e6711a97666/2025-03-28-elin-hauge-150-hires.jpg Insights - AI agents - a potential governance nightmare - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/should-ai-have-a-seat-at-the-board-table monthly 0.5 2026-01-21 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/1eb6140c-2387-4e11-a4cf-2b14a1964b8f/AI-in-executive-board-rooms-Elin_Hauge-AI-Strategist-and-board-advisor.png Insights - Should AI have a seat at the board table? - Do boards need competence on AI? Or perhaps the entire board could simply be replaced by AI, then one could simply get rid of all those pesky non-executive board directors. We talked about the importance of data-driven decision-making 20 years ago. Now, under the paradigm of AI, it's like data-driven decision-making is a completely novel idea. The magic feel of AI seems to lead very experienced people into thinking that this is something divinely different. It's not. AI is mathematics and software, albeit potentially extremely powerful. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/1c107dd3-9a52-4c72-a733-df17f1f9698c/2025-03-28-elin-hauge-107-hires.jpg Insights - Should AI have a seat at the board table? - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/looking-ahead-the-role-of-ai-in-2026 monthly 0.5 2026-01-20 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/a6a4facf-f46a-4cbd-9953-30c785359c87/A-look-ahead-the-role-of-AI-in-2026-Elin_Hauge_blog_post.png Insights - Looking ahead: the role of AI in 2026 - We are in the first days of January 2026, and news media and LinkedIn are overflowing with posts on projections for the new year. Unsurprisingly, a fair share of these projections are about Artificial Intelligence. It is against my nature to jump on the bandwagon of fashionable topics. However, a colleague challenged me to write what I really think about the role of AI in 2026, without the veneer of political correctness. Here we go. Brace yourself. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/91d33ca9-0a75-4cc1-a198-65f37ee57fd3/2025-03-28-elin-hauge-256-hires.jpg Insights - Looking ahead: the role of AI in 2026 - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/forget-ai-we-need-to-talk-about-the-next-step-of-digital-transformation monthly 0.5 2025-11-18 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/a6ddeebf-34a8-4422-8afc-46998632cea2/Elin-hauge-ai-as-the-next-step-in-digital-transformationjpg.jpg Insights - Forget AI, we need to talk about the next step in digital transformation - Between the massive AI hype, the political and financial noise, and disturbing AI dystopias, there is a pragmatic space where data, mathematics, and software enabled by specialised hardware chips create real opportunities for value. That is, if you apply the right tools in the right sequence for meaningful tasks. The umbrella term AI covers a wide range of tools and methods, with generative tools currently demanding most of the attention. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/858fd013-1c59-44ae-abb3-2e5175be8072/Stages-of-data-analysis-Gartner-Elin-Hauge.png Insights - Forget AI, we need to talk about the next step in digital transformation - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/3396c642-f53c-40a7-a549-c81d68f10547/2025-03-28-elin-hauge-043-hires.jpg Insights - Forget AI, we need to talk about the next step in digital transformation - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/to-search-or-not-to-search-that-is-the-new-question monthly 0.5 2025-11-06 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/0ff91f31-2226-4c25-af69-739833cca93b/Elin_hauge_to_search_or_not_to_search.png Insights - To search, or not to search, that is the new question. - Have you been tempted to let a chatbot handle your search queries yet? If not, you will be. And it may feel like heaven or perhaps like hell, and most likely, at some point, like both. Since around 2010, Google has fortified a +/- 90% market share in internet search. Through their ad-driven business model, your attention has been auctioned out to the highest bidder. On October 21st 2025, OpenAI launched their genAI-driven browser, Atlas, to macOS users. This was not the first conversational browser to be unleashed into the market, but with OpenAI's self-reported 800 million weekly active users, the launch of Atlas represents a potentially significant societal shift in how we humans search for information on the internet. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/3396c642-f53c-40a7-a549-c81d68f10547/2025-03-28-elin-hauge-043-hires.jpg Insights - To search, or not to search, that is the new question. - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/big-bucks-geopolitics-and-nausea monthly 0.5 2025-10-21 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/7d0935c5-8378-42ec-8a91-b50da89329a1/Big_bucks_geopolitics_and_nausea_newsletter_elin_hauge.jpg Insights - Big bucks, geopolitics, and nausea - Values, Data, and the Double-Edged Sword of AI Ever since I graduated from my first Master’s degree in biophysics, I’ve been passionately interested in how to use data to understand more about business processes, optimise resource utilisation, automate tasks and processes, and, in general, do things differently, better, and in new ways. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/9ac443d8-8ae4-47c5-a8d1-5e6711a97666/2025-03-28-elin-hauge-150-hires.jpg Insights - Big bucks, geopolitics, and nausea - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/the-path-ahead-of-ai-low-hanging-fruits-bad-apples-and-long-term-strategy monthly 0.5 2025-10-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/d6b7f0fd-9ab0-4590-9844-8f8b06154efb/long-term-AI-business-strategy-low-hanging-fruits-elin-hauge.jpg Insights - The path ahead for AI: Low-hanging fruits, bad apples, and long-term strategy - Over the last couple of weeks, I have had the pleasure of exploring the use of AI with two very different top leadership teams from two very different industries in two very different European countries. The key questions and strategic challenges around the adoption of AI were strikingly similar; where do we go from here with AI, and where do we find the low-hanging fruits? Does this sound familiar? https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/1c107dd3-9a52-4c72-a733-df17f1f9698c/AI-business-strategist-and-keynote-speaker-Elin-hauge Insights - The path ahead for AI: Low-hanging fruits, bad apples, and long-term strategy - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/beyond-the-hype-and-political-noise-where-do-we-stand-with-ai monthly 0.5 2025-09-26 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/9deb4099-05ee-4c7d-b105-d22a44c55b32/beyond-the-hype-and-political-noise-where-do-we-stand-with-AI-Elin-Hauge.jpg Insights - Beyond the hype and political noise, where do we stand with AI? - The hype and political noise surrounding generative artificial intelligence has over the last three years intensified on a weekly basis. Indications of a financial bubble are becoming increasingly apparent, and the market is growing weary of unfulfilled promises and the science fiction-like pursuit of artificial general intelligence (AGI). Leaders and decision-makers struggle to grasp the real value. That is, if there is any real value to reap from artificial intelligence at all. https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/0dd23f96-dd3c-4f0a-8370-0b6b80ebec26/Elin-hauge-business-strategy-and-AI-keynote-speaker.jpg Insights - Beyond the hype and political noise, where do we stand with AI? - About the Author Elin Hauge is a business and data strategist, pragmatic futurist, and eternal rebel. With a unique background spanning physics, mathematics, business, and law, she brings fresh and thought-provoking insights into artificial intelligence and other data-driven technologies. Her work connects today’s realities with tomorrow’s possibilities, focusing on demystifying AI, harnessing data power, managing algorithmic risk, and guiding leaders through digital transformation. https://www.elinhauge.com/insights/cheat-sheet-for-boards-and-c-suite-execs-what-does-data-quality-really-mean monthly 0.5 2025-03-27 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/1741946202078-O09MOAWJ1CEAUONDG6RQ/2023-03-21-elin-hauge-374-sh.jpg Insights - Cheat sheet for boards and C-suite execs: What does ‘good data quality’ mean? - Make it stand out Elin Hauge. Foto: Kristoffer Sandven https://www.elinhauge.com/insights/you-must-not-sleep monthly 0.5 2025-03-10 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/5add939e-b503-49c5-8084-7fbbfb6b4e30/far+og+Zanto.jpg Insights - You must not sleep! - Make it stand out Foto: My father, Rolf Hauge, and our border collie Zanto, around 1985 https://www.elinhauge.com/insights/vrens-styrevalg-er-tid-for-klokskap-ikke-bekjentskap monthly 0.5 2025-03-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/bc02d7c7-0fa5-4847-b356-8db6f0b08b1b/Screenshot+2025-03-07+103107.png Insights - Vårens styrevalg er tid for klokskap, ikke bekjentskap - Kilde: Aboard https://www.elinhauge.com/insights/deepseek-is-a-whale-shark-not-a-black-swan monthly 0.5 2025-03-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/fa605353-791e-413f-b12f-e1d6fc49ec0a/deepseek-color.png Insights - DeepSeek is a whale shark, not a Black Swan - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.elinhauge.com/insights/my-fathers-heritage-i-those-who-cannot-remember-the-past-are-condemned-to-repeat-it monthly 0.5 2025-02-21 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/7d63d627-ffc2-4417-af5d-f4e06713b906/far.png Insights - My Father’s Legacy I: Those who cannot remember the past are condemned to repeat it - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.elinhauge.com/insights/mandatory-ai-literacy monthly 0.5 2025-03-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/fa26218c-e8b4-40ef-a50f-d44cb2e1770a/Bilde+2.jpg Insights - AI literacy is not optional - Make it stand out Credit: PerG.DArt https://www.elinhauge.com/insights/digitalization-gone-astray monthly 0.5 2025-03-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/20a00a37-3ea6-4f33-bb09-c91918ca347c/ostrich.png Insights - Digitalization Gone Astray - Make it stand out Source: Generated by DALL-E https://www.elinhauge.com/insights/2024-the-year-of-friction-and-alignment monthly 0.5 2025-03-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/db79e547-131e-42f5-9696-95707e049e07/2023-03-21-elin-hauge-406-hires_edited.jpg Insights - 2024 - the year of friction and alignment - 2023 gave us a paradigm shift in the public understanding of and interest in artificial intelligence. What's up for 2024? When chatGPT was launched in November 2022, artificial intelligence became THE topic on everybody's lips within a few weeks. Even though artificial intelligence had been an academic discipline for about 60 years and a commercial topic for at least a decade, it was not until the power of statistics applied to linguistics, aka LLMs (Large Language Models), unfolded on our digital screens that the general public realised both the exciting and problematic potential of artificial intelligence. Will 2024 bring another major technological disruption of similar scale as Large Language Models? I personally believe that we are going to see several very significant technology breakthroughs, but not a disruption of the scale of chatGPT. https://www.elinhauge.com/insights/are-you-doing-business-in-the-public-library monthly 0.5 2025-03-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/1731451813057-4BGFZRYA5RFDI8YYKI4A/unsplash-image-NeL-09EHazw.jpg Insights - Are you doing business in the public library? - Let's start with clarifying the difference between chatGPT and GPT-4. Let's use a car as analogy. ChatGPT is like the chassis of the car, the interface that you as a driver interact with. Underneath the chassis, there is an engine. The engine in chatGPT is called GPT-4. No matter how cool and fancy the chassis may look, it's the power of the engine that determines the capabilities of your car. In the world of generative AI, it's the same; you interact with chatGPT, but the capabilities of the AI lies in GPT-4, which is the large language model (LLM) underneath the chat interface. ChatGPT isn't the only "chassis model" out there, though. ChatGPT is the "chassis model" from OpenAI, Bard is the "chassis model" from Google, and Ernie is the "chassis model" from Baidu, to mention only a few. The underlying "engine models" are called GPT-4, PaLM 2, and ERNIE 3.0, respectively. https://www.elinhauge.com/insights/ai-is-dead-long-live-ai monthly 0.5 2024-11-12 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/b9b21185-2a50-43bb-ae51-3c4a2c884075/big+data%2C+digitalization%2C+and+ai.gif Insights - AI is dead, long live AI! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.elinhauge.com/insights/memorize-don-t-memorize monthly 0.5 2024-11-12 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/f66be2fd-b1f0-493c-a10e-f759242391f7/f26402_d36d8473b5ad4d5cbc9a11fe2ecc1d77%7Emv2.jpg Insights - Memorize! Don't memorize! - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://www.elinhauge.com/insights/if-you-want-to-persuade-there-is-no-such-thing-as-ad-hoc-delivery monthly 0.5 2024-11-12 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/7e495eed-2d1e-4c66-b758-4a23bcbd9884/6160239_4293307.jpg Insights - If you want to persuade, there is no such thing as ad hoc delivery As a professional speaker within artificial intelligence, I do quite a few talks in various formats about a handful of sub-topics. I have a structured methodology for how to plan and prepare a speech, lecture, keynote, or pitch. This is not a talent that was magically bestowed upon me by birth. On the contrary, it's a set of consciously trained skills, and anyone can acquire these skills with practice and focus. https://www.elinhauge.com/insights/bias-a-question-of-human-stupidity-not-the-diversity-of-the-tech-team monthly 0.5 2025-03-07 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/19975903-1272-4ddf-8699-3863f8a640cd/bilde+5.jpg Insights - Bias - a question of human stupidity, not the diversity of the tech team - In 2018, Amazon deployed an AI model to help them to recruit the best candidates, based on 10 years of historic knowledge on talent development and employee performance within Amazon. A perfectly reasonable intention, shared by many a manager out there. What they ended up with, was an AI model that systematically discriminated against female candidates, to such an extent that they had to scrap the entire initiative. A while back I heard a Norwegian (female) bureaucrat on the radio, talking about gender equality in STEM jobs. She argued that the failure of the Amazon AI for hiring of talent was a great example of why the world needs more women in data science in specific, and in tech in general. That sounds plausible, and who's against a better gender balance in any occupation, let alone science and technology? https://www.elinhauge.com/insights/digital-is-not-necessarily-sustainable monthly 0.5 2025-02-14 https://images.squarespace-cdn.com/content/v1/670f97fc6916f26da9441cbe/1731448120532-3ACK3OW9QOCHTOFXLPIN/unsplash-image-owjrvbyXYyc.jpg Insights - Digital is Not Necessarily Sustainable - I asked you what your company's most important action towards achieving the 1,5 degree target is, how likely is it that you would answer "digitalization"? In fact, digitalization of products and services is probably the most common ingredient in the efforts towards achieving any of the 17 UN sustainabilty goals. 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