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How AI captures customer needs that human product managers miss Watch on YouTube TLDR In my recent conversation with Carmel Dibner from Applied Marketing Science, we explored how artificialintelligence is transforming Voice of the Customer (VOC) research for product teams.
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How AI captures customer needs that human product managers miss Watch on YouTube TLDR In my recent conversation with Carmel Dibner from Applied Marketing Science, we explored how artificialintelligence is transforming Voice of the Customer (VOC) research for product teams.
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Today, in 2025, the real battleground isnt on the streetits in the palm of your hand. The smartphone app has become the front line of financial competition. Any banking app that feels generic, uninspired or offers little real value is already lagging behind. According to Quanti research , by the end of 2024, 3.6
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Artificialintelligence (AI) has rapidly transformed many industries, and the pharmaceutical industry is no exception. Tractica expects the worldwide AI software industry to expand from $10.1 billion in 2018 to $126 billion in 2025. AI can analyze patient data to predict and prevent adverse drug events.
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AI transformation 101 How AI is revolutionizing life sciences By Modus Create Posted in AI Transformation Published on: May 30, 2025 Last update: May 30, 2025 Welcome to AI Transformation 101 , where we cover the latest industry trends and showcase best practices for your organization to turn bold, innovative ideas into action.
His testimony stood out as he proactively expressed concerns about the potential dark side of the technology he helped create. Altman emphasized the need for regulations covering licensing and testing requirements for AI models that surpass a certain threshold of capabilities.
Open-source software has proven its potential for accessibility, connected developers, and reduced expenses. Is open source software the inevitable future? Consider how open-source software has impacted the world. Most of the cloud runs on Linux, so free software powers most modern computing resources.
Role Focus Skills Examples MachineLearning Building and tuning ML models and systems. - You'll see fewer business metric questions and more deep dives into algorithms, pipelines, and model evaluation. implement model from scratch, tune hyperparameters) ML concepts (e.g., scikit-learn).
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Organizations that want to leverage the full potential of their data to make on-the-spot decisions , have to continually follow the latest trends and technologies in the BI and data analytics space in order to increase revenue, accelerate growth, and improve productivity. Low-Code Development Tools. So, what is to come?
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ArtificialIntelligence and Machinelearning are subjects that had never been said until some years ago and now they are both must have capabilities for companies and professionals. This led MIT researchers Erik Brynjolfsson and Andrew McAfee to refer to this era also as “The Second Machine Age”. Industry 4.0,
Last updated: February 2025. S-tier (daily use): Perplexity has mostly replaced Google for me, and their recent Deep Research addition is even more invaluable! Deep Research is genuinely remarkable and incredibly valuable. The chat tools are also quite good, but I rarely use them at the moment.
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Start 2025 with the essential knowledge areas that give product managers more influence and success In 2024 I co-authored the 3rd edition of the Product Development and Management Body of Knowledge: A Guidebook for Product Innovation Training and Certification.
Application of generative AI in healthcare is to research ideas. ChatGPT, for instance, is a useful tool for idea generation. Generative AI is disrupting the fields of art, content, graphic design, research, and journalism. How Does Generative ArtificialIntelligence Work?
Written by Mary Moore and the Shakuro Designteam With 2025 just around the corner, the pressure to identify and adopt the right UI/UX design trends is more intense than ever. Together with the Shakuro designer team, we will cut through the clutter and highlight the ten most impactful trends in UX for 2025. Tools like Relume.io
You dont have to be building a consumer-facing app or website to enjoy the benefits of this way of working. The company had built several generations of APIs, but had not had success decommissioning older technology and moving customers to the new version. Plus, each airlines system has unique error messages and codes.
Chat GPT is a well-executed version of a technology that Google started in 2017. There are different chatbot technologies, and my current favourites are Anthropics Claude and Googles Gemini. Whenever machinelearning (ML) models are used to generate an output, the same output is generally accompanied by a level of accuracy.
Discover key insights from Stanfords AI Index Report 2025covering global AI trends in research, investment, responsible AI, healthcare, education, and public opinion. Learn how AI is shaping the future of business, policy, and society.
But I also see that same generation already swimming in a sea of sponsored micro-influencers touting AI apps built by teenagers. A prompt and response from Claude about my fears and hopes regarding the future of Design andAI. Fears Im worried about the state of design andAI. When I was 15, I wanted to be anauthor.
That interface made sense when bandwidth was precious and languagemodels didnt exist. In 2025, it already feels anachronistic: I ask a question, a large-languagemodel understands it, fetches real-time evidence, and hands me the answer all inside the same chat where Im writing code, outlining a deck, or brainstorming copy.
After years of building AI products, I’ve noticed something surprising: every PM building with generative AI obsesses over crafting better prompts and using the latest LLM, yet almost no one masters the hidden lever behind every exceptional AI product: evaluations. Let me show you why. Everything seems great—until you launch.
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