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FinTech and Machine Learning

IdeaScale

When people talk about machine learning they are a referring to a type of artificial intelligence that has the ability to learn without explicit programming. And machine learning could be applied towards many of those already (for example: using data to optimize for consumer buying behavior).

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How Artificial Intelligence Can Create Real Value for your Business

Daniel Burrus

Whether we ask Amazon’s Alexa to play our favorite song or shout “Hey, Google” before asking the device a question to help our child with their homework, artificial intelligence (A.I.) In past articles, I have identified the implementation of artificial intelligence (A.I.) and machine learning (M.L.);

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Generative AI – The End of Empty Textboxes

TechEmpower Innovation

On a different project, we’d just used a Large Language Model (LLM) - in this case OpenAI’s GPT - to provide users with pre-filled text boxes, with content based on choices they’d previously made. Maybe those references to TFA sound like bragging, or he thinks “passion for numbers” sounds silly.

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Unleashing the Power of AI in Innovation Management

Leapfrogging

However, with the advent of artificial intelligence in innovation management , these stages and gates are being reimagined. AI technologies offer unprecedented capabilities in data analysis, pattern recognition, and predictive modeling, which can significantly enhance the efficacy of the Stages and Gates process.

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Goodhart’s Law: When a target becomes its own enemy

Idea to Value

This refers to the process whereby it is clear what the targets for success are, and an individual, group or company does just enough to qualify for meeting those specific criteria. One area where Goodhart’s Law gets even more dangerous is in target-based software development, especially Artificial Intelligence and Machine Learning.

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The AI Advantage: Supercharge Your Design Thinking Techniques

Leapfrogging

As each stage is essential for the overall success of the design, the integration of artificial intelligence in design thinking can significantly enhance each step. AI-powered design thinking is the incorporation of artificial intelligence into the design thinking process to improve and streamline each phase.

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The Future of Design Thinking: Embracing AI Tools for Success

Leapfrogging

As a methodology, it is open to adopting new tools and technologies that enhance the process, including the integration of artificial intelligence in design thinking. For more on integrating AI into the creative process, refer to our article on ai-driven design thinking strategies.