The Great AI Debate: Machine Learning vs GPT Models

Make an IIIMPACT - The User Inexperience Podcast

Hello, everyone, and welcome back to another enlightening episode of Make an IiIMPACT - The User Inexperience. Join our hosts, Makoto Kern, Joe Kraft, and Brynley Evans, to explore how AI is reshaping industries across the globe.

In this episode, we embark on a fascinating exploration into the realms of Machine Learning (ML) and Generative Pre-trained Transformers (GPT). We dive deep into whether ML and GPT are one and the same, highlighting their distinctions and overlaps.

From discussing the broad applications of machine learning in industries like self-driving cars and fraud detection to the versatile capabilities of GPT models in natural language processing, we break down complex concepts into digestible insights. Join us as we discuss data and training methodologies, purpose and output differences, and the exciting future of AI-driven technologies in streamlining business processes and enhancing employee satisfaction.

Get ready for a technical yet intriguing conversation that demystifies the world of ML and GPT. Let’s make an impact!

IIIMPACT has been in business for +20 years. Our growth success has been rewarded by being on the Inc. 5000 for the past 3 years in a row as one of the fastest-growing private companies in the US. Product Strategy to Design to Development - we reshape how you bring software visions to life. Our unique approach is designed to minimize risk and circumvent common challenges, ensuring our clients can bring innovative and impactful products to market with confidence and efficiency.

We facilitate rapid strategic planning that leads to intuitive UX design, and better collaboration between business, design to development.

Bottom line. We help our clients launch better products, faster.

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Timestamp:

00:00 AI's ML and GPT serve distinct roles.

05:31 Machine learning: broad AI field, data-driven systems.

09:37 GPT models are versatile and customizable via fine-tuning.

12:56 Machine learning uses structured, GPT uses unstructured data.

15:44 Models collaborate effectively for specialized tasks.

19:53 AI excels at automating mundane, repetitive tasks.

20:37 AI increases efficiency and employee satisfaction.

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Bios:

Makoto Kern - Founder and UX Principal at IIIMPACT - a UX Product Design and Development Consulting agency. IIIMPACT has been on the Inc 5000 for the past 3 consecutive years and is one of the fastest-growing privately-owned companies. His team has successively launched 100s of digital products over the past +20 years in almost every industry vertical. IIIMPACT helps clients get from the 'Boardroom concept to Code' faster by reducing risk and prioritizing the best UX processes through their clients' teams.

Brynley Evans - Lead UX Strategist and Front End Developer - Leading large-scale enterprise software projects for the past +10 years, he possesses a diverse skill set and is driven by a passion for user-centered design; he works on every phase of a project from concept to final deliverable, adding value at each stage. He's recently been part of IIIMPACT's leading AI Integration team, which helps companies navigate, reduce their risk, and integrate AI into their enterprise applications more effectively.

Joe Kraft - Solutions Architect / Full Stack Developer - With over 10 years of experience across numerous domains, his expertise lies in designing, developing, and modernizing software solutions. He has recently focused on his role as our AI team lead on integrating AI technology into client software applications.

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