Worst Synthetic Data Mistakes You're Making Right Now
Manage episode 448858757 series 3603091
Welcome back to another exciting episode of "Make an IiIMPACT." In today's episode, IIIMPACT's lead product AI Integrators - Brynley Evans, Makoto Kern, and Joe Kraft, discuss the Worst Synthetic Data Mistakes You're Making Right Now
Today, we're diving into the fascinating realm of synthetic data and how it's turning the world of AI on its head. Imagine leveraging massive datasets without compromising privacy—whether it's in the medical, legal, or retail sectors. Synthetic data can extract valuable trends and insights without personal identifiers, making it a game-changer for data-driven industries. Tune in as we unravel the future of data privacy and discuss how regulations will be pivotal in navigating this innovative landscape. Get ready to be amazed by the incredible potential of synthetic data!
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 confidently and efficiently bring innovative and impactful products to market.
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 Everything's online; AI models use vast data.
04:09 Synthetic data bypasses restrictions, fills data gaps.
09:25 Train model with new data for improvements.
12:17 Customer service calls reveal common pricing misunderstandings.
14:20 AI personality affects interaction across demographics.
19:18 Human oversight needed to verify AI-generated content.
20:26 3D model expedites generating varied hand images.
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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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