Tracy Frey's guest appearances

Tracy Frey

Google Cloud Platform Podcast

ANTIC The Atari 8-bit Podcast

Reimagine Technology At Work

Jason Moore

Michael Phillips

Jason Scott

David Young

Steve Robinson

Dave Elliott

Andrew Walker

Scott Adams

Dave Johnson

Peter Norvig

Ben Smith

Eric Anderson

Jeetu Patel

John Bohannon

Manuel Lima

OwlTail

Craig Wiley

Stephanie Wong and Priyanka Vergadia host the podcast this week as we talk responsible AI with guests Craig Wiley and Tracy Frey. Vertex AI, the newly released AI platform from Google, is where Craig starts, telling us that it helps seamlessly integrate AI best practices into AI projects. When designing and building machine learning projects, it’s important to plan and integrate functions that support a responsible model as well. Tracy and Craig help us understand the process of designing and building these responsible, efficient projects, from problem identification and data set collection and refinement to ethical model considerations and finally project construction. Part of Responsible AI is considering all the stakeholders of a project and how they will be impacted. Through examples, Tracy demonstrates how businesses can decide if the software solution affects stakeholders in a way the business would be proud of. Starting in the planning stages and continuing through data collection and model training, companies employing responsible AI techniques will consider input from groups that may use or be affected by the model, from social scientist who specialize in human behavior, and others. Craig elaborates on these principles in the context of Vertex AI and how the time savings of Vertex could be used to make thoughtful, responsible AI decisions. Craig teaches us more about Vertex as we wrap up the interview. Its ability to analyze data and perform ongoing model monitoring make for richer, more accurate projects. Tracy talks about the future of Responsible AI and how the marriage of tech and humanity will continue to produce ethical, effective AI projects. Craig Wiley Craig is the Director of Product for Google Cloud’s AI Platform. Previous to Google, Craig spent nine years at Amazon as the General Manager of Amazon SageMaker, AWS’ machine learning platform as well as in Amazon’s 3rd Party Seller Business. Craig has a deep belief in democratizing the power of data, and he pushes to improve the tooling for experienced users while seeking to simplify it for the growing set of less experienced users. Outside of work he enjoys spending time with his family, eating delicious meals, and enthusiastically struggling through small home improvement projects. Tracy Frey Tracy Frey is Google Cloud AI &amp; Industry Solution’s Managing Director of Outbound Product Management, Incubation and Responsible AI and is dedicated to ensuring Google Cloud AI &amp; Industry Solutions is responsible, thoughtful, and collaborative as it continues to advance artificial intelligence and machine learning. She has been at Google for more than 10 years where she has worked on many different products and areas. Before joining Google she worked at multiple early-stage tech startups where she held multiple functions including product management, developer relations, product marketing, business development and strategy. Prior to her life in tech she taught children traditional wilderness survival skills, taught in a traditional classroom, studied private reserves in Costa Rica and has been a professional hip hop dancer. Cool things of the week  Cloud CISO Perspectives: May 2021  blog The cloud developer’s guide to Google I/O 2021  blog  Interview  Vertex AI  site Responsible AI site Staying ahead of the curve – The business case for responsible AI  article Building responsible AI for everyone site Cloud Storage site BigQuery site Data Cloud Summit site Applied ML Summit site GCP Podcast Episode 249: ML Lifecycle with Dale Markowitz and Craig Wiley  podcast AI Edition Google’s Tracy Frey: Creating Responsible AI  podcast TensorFlow Responsible AI Toolkit site  What’s something cool you’re working on? Priyanka has been working on the Vertex AI video series. Episode 1 and episode 2 are available now!

<a href="https://twitter.com/stephr_wong" rel="nofollow" target="_blank">Stephanie Wong</a> and <a href="https://twitter.com/pvergadia" rel="nofollow" target="_blank">Priyanka Vergadia</a> host the podcast this week as we talk responsible AI with guests Craig Wiley and <a href="https://twitter.com/tracyfrey" rel="nofollow" target="_blank">Tracy Frey</a>. Vertex AI, the newly released AI platform from Google, is where Craig starts, telling us that it helps seamlessly integrate AI best practices into AI projects. When designing and building machine learning projects, it’s important to plan and integrate functions that support a responsible model as well. Tracy and Craig help us understand the process of designing and building these responsible, efficient projects, from problem identification and data set collection and refinement to ethical model considerations and finally project construction. Part of Responsible AI is considering all the stakeholders of a project and how they will be impacted. Through examples, Tracy demonstrates how businesses can decide if the software solution affects stakeholders in a way the business would be proud of. Starting in the planning stages and continuing through data collection and model training, companies employing responsible AI techniques will consider input from groups that may use or be affected by the model, from social scientist who specialize in human behavior, and others. Craig elaborates on these principles in the context of Vertex AI and how the time savings of Vertex could be used to make thoughtful, responsible AI decisions. Craig teaches us more about Vertex as we wrap up the interview. Its ability to analyze data and perform ongoing model monitoring make for richer, more accurate projects. Tracy talks about the future of Responsible AI and how the marriage of tech and humanity will continue to produce ethical, effective AI projects. Craig Wiley Craig is the Director of Product for Google Cloud’s AI Platform. Previous to Google, Craig spent nine years at Amazon as the General Manager of Amazon SageMaker, AWS’ machine learning platform as well as in Amazon’s 3rd Party Seller Business. Craig has a deep belief in democratizing the power of data, and he pushes to improve the tooling for experienced users while seeking to simplify it for the growing set of less experienced users. Outside of work he enjoys spending time with his family, eating delicious meals, and enthusiastically struggling through small home improvement projects. Tracy Frey Tracy Frey is Google Cloud AI &amp; Industry Solution’s Managing Director of Outbound Product Management, Incubation and Responsible AI and is dedicated to ensuring Google Cloud AI &amp; Industry Solutions is responsible, thoughtful, and collaborative as it continues to advance artificial intelligence and machine learning. She has been at Google for more than 10 years where she has worked on many different products and areas. Before joining Google she worked at multiple early-stage tech startups where she held multiple functions including product management, developer relations, product marketing, business development and strategy. Prior to her life in tech she taught children traditional wilderness survival skills, taught in a traditional classroom, studied private reserves in Costa Rica and has been a professional hip hop dancer. Cool things of the week <ul> <li>Cloud CISO Perspectives: May 2021 <a href="https://cloud.google.com/blog/products/identity-security/cloud-ciso-perspectives-may-2021" rel="nofollow" target="_blank"> blog</a></li> <li>The cloud developer’s guide to Google I/O 2021 <a href="https://cloud.google.com/blog/topics/developers-practitioners/cloud-developers-guide-google-io-2021" rel="nofollow" target="_blank"> blog</a></li> </ul> Interview <ul> <li>Vertex AI <a href="https://cloud.google.com/vertex-ai?utm_source=blog&amp;utm_medium=partner&amp;utm_campaign=CDR_swo_aiml_vertexai_gcppodcast_052021" rel="nofollow" target="_blank"> site</a></li> <li>Responsible AI <a href="https://cloud.google.com/responsible-ai" rel="nofollow" target="_blank">site</a></li> <li>Staying ahead of the curve – The business case for responsible AI <a href="https://www.eiu.com/n/staying-ahead-of-the-curve-the-business-case-for-responsible-ai/" rel="nofollow" target="_blank"> article</a></li> <li>Building responsible AI for everyone <a href="https://ai.google/responsibilities/" rel="nofollow" target="_blank">site</a></li> <li>Cloud Storage <a href="https://cloud.google.com/storage" rel="nofollow" target="_blank">site</a></li> <li>BigQuery <a href="https://cloud.google.com/bigquery" rel="nofollow" target="_blank">site</a></li> <li>Data Cloud Summit <a href="https://cloudonair.withgoogle.com/events/summit-data-cloud" rel="nofollow" target="_blank">site</a></li> <li>Applied ML Summit <a href="https://cloudonair.withgoogle.com/events/summit-ml-practitioners" rel="nofollow" target="_blank">site</a></li> <li>GCP Podcast Episode 249: ML Lifecycle with Dale Markowitz and Craig Wiley <a href="https://www.gcppodcast.com/post/episode-249-ml-lifecycle-with-dale-markowitz-and-craig-wiley/" rel="nofollow" target="_blank"> podcast</a></li> <li>AI Edition Google’s Tracy Frey: Creating Responsible AI <a href="https://open.spotify.com/episode/0OKZN2PhM9p6P8Lwn7oQrR?si=WXAYe353TfGsmOXGi_e4Yw" rel="nofollow" target="_blank"> podcast</a></li> <li>TensorFlow Responsible AI Toolkit <a href="https://www.tensorflow.org/responsible_ai" rel="nofollow" target="_blank">site</a></li> </ul> What’s something cool you’re working on? Priyanka has been working on the Vertex AI video series. <a href="https://www.youtube.com/watch?v=gT4qqHMiEpA" rel="nofollow" target="_blank">Episode 1</a> and <a href="https://www.youtube.com/watch?v=CN2X6oIlnmI" rel="nofollow" target="_blank">episode 2</a> are available now!

Responsible AI with Craig Wiley and Tracy Frey

AI changes how companies process data but how do we create AI that responsible? Every organization needs to build an AI ethics into their machine learning pipeline. This podcast talks about what responsible AI means. Follow Tracy at https://www.linkedin.com/in/tracy-frey  Follow me on Twitter @MaribelLopez  &amp; LinkedIn  https://www.linkedin.com/in/maribellopez

AI changes how companies process data but how do we create AI that responsible? Every organization needs to build an AI ethics into their machine learning pipeline. This podcast talks about what responsible AI means. Follow Tracy at <a href="https://www.linkedin.com/in/tracy-frey" rel="nofollow" target="_blank">https://www.linkedin.com/in/tracy-frey</a> Follow me on Twitter @MaribelLopez &amp; LinkedIn <a href="https://www.linkedin.com/in/maribellopez" rel="nofollow" target="_blank">https://www.linkedin.com/in/maribellopez</a>

AI Edition  Google's Tracy Frey: Creating Responsible AI.

Tracy Frey, Atari Birthday Girl  There's an article in the New York Times, dated April 9, 1982: "8-Year-Old's Birthday Party in a Computer Center." The story, written by Barbara Gamareklin, is about the birthday party of Tracey Pizzo — now Tracey Frey — which took place at the Capital Children's Museum in Washington, DC.  Quoting the article:  Tracy Pizzo decided that Chunky’s Cheese Pizza Parlor was not the place for her eighth birthday party after all. She chose the Future Center of the Capital Children’s Museum, where her 13 guests were able to try their hand at the video games on 20 Atari 800 microcomputers.  Without waiting to remove their coats and jackets, the girls, most of them 6 to 8 years old, rushed toward the glowing multicolored screens. In no time they were engrossed in computer games — from Asteroids and Find Hurkle to Lemonade Stand.  "Go, Megan, go!" cried 6-year-old Enid Maran, who was still wearing her black kid gloves. "We have to explode those little stars." Megan Thaler worked her control lever and sent a stream of blue and red simulated antiaircraft fire across the screen in the direction of a small green airplane.  Tracy’s mother, Peggy Pizzo, said that Tracy’s older sister, Cara, had been to the Future Center on a school field trip "and Tracy got so excited when she heard about it that she insisted we have a computer birthday party.” ...  "Tracy said the reason she wanted to come was because her friends liked to push buttons," said 11-year-old Cara, who had baked the white birthday cake with pink frosting that had "Eight" spelled out in strawberries.  "What is your name?" the Birthday Banner computer asked. "And how old are you now? Are you a boy or a girl?" As Tracy typed in the answers and her friends serenaded her with “Happy Birthday,” a five-foot computer tape slowly emerged from the machine, reading in letters six inches tall: "Happy Birthday Tracy."...  Tracy, aided by her friends, Katherine Herz and Annamaria Hibbs, tried out her entrepreneurial skills at Lemonade Stand. ... Tracy played Hangman with her father, Dr. Philip Pizzo. She said, "Make it hard, but not too hard," as she closed her eyes and her father entered the word "Christmas" for her to guess, each incorrect guess slowly forming a hangman’s noose on the screen....  Asteroids is the only noneducational game offered in the computer room...  Computer birthday parties cost $5 a person, with a minimum of eight in a party...  As for Tracy Pizzo, as she and her friends filed down the hall to the balloon-festooned party room for ice cream, cake and presents, she pronounced the day "just perfect."   (end quote)  In 1981, Atari donated 30 Atari computer systems to the Capital Children's Museum. The contribution allowed the museum to establish the Future Center "computer learning environment", to put computer programs in exhibits, and to create a software development lab.  By the way, the Capital Children's Museum still exists — it's now called the National Children's Museum, but there probably aren't any Atari computers around to play with anymore.  This interview took place on June 26, 2020.  NYT — 8-Year-Old's Birthday Party in a Computer Center:  https://www.nytimes.com/1982/04/09/style/8-year-old-s-birthday-party-in-a-computer-center.html   Picture of Tracey and her friends: https://imgur.com/a/pD7RTF6  National Children's Museum https://nationalchildrensmuseum.org

Tracy Frey, Atari Birthday Girl There's an article in the New York Times, dated April 9, 1982: "8-Year-Old's Birthday Party in a Computer Center." The story, written by Barbara Gamareklin, is about the birthday party of Tracey Pizzo — now Tracey Frey — which took place at the Capital Children's Museum in Washington, DC. Quoting the article: Tracy Pizzo decided that Chunky’s Cheese Pizza Parlor was not the place for her eighth birthday party after all. She chose the Future Center of the Capital Children’s Museum, where her 13 guests were able to try their hand at the video games on 20 Atari 800 microcomputers. Without waiting to remove their coats and jackets, the girls, most of them 6 to 8 years old, rushed toward the glowing multicolored screens. In no time they were engrossed in computer games — from Asteroids and Find Hurkle to Lemonade Stand. "Go, Megan, go!" cried 6-year-old Enid Maran, who was still wearing her black kid gloves. "We have to explode those little stars." Megan Thaler worked her control lever and sent a stream of blue and red simulated antiaircraft fire across the screen in the direction of a small green airplane. Tracy’s mother, Peggy Pizzo, said that Tracy’s older sister, Cara, had been to the Future Center on a school field trip "and Tracy got so excited when she heard about it that she insisted we have a computer birthday party.” ... "Tracy said the reason she wanted to come was because her friends liked to push buttons," said 11-year-old Cara, who had baked the white birthday cake with pink frosting that had "Eight" spelled out in strawberries. "What is your name?" the Birthday Banner computer asked. "And how old are you now? Are you a boy or a girl?" As Tracy typed in the answers and her friends serenaded her with “Happy Birthday,” a five-foot computer tape slowly emerged from the machine, reading in letters six inches tall: "Happy Birthday Tracy."... Tracy, aided by her friends, Katherine Herz and Annamaria Hibbs, tried out her entrepreneurial skills at Lemonade Stand. ... Tracy played Hangman with her father, Dr. Philip Pizzo. She said, "Make it hard, but not too hard," as she closed her eyes and her father entered the word "Christmas" for her to guess, each incorrect guess slowly forming a hangman’s noose on the screen.... Asteroids is the only noneducational game offered in the computer room... Computer birthday parties cost $5 a person, with a minimum of eight in a party... As for Tracy Pizzo, as she and her friends filed down the hall to the balloon-festooned party room for ice cream, cake and presents, she pronounced the day "just perfect."   (end quote) In 1981, Atari donated 30 Atari computer systems to the Capital Children's Museum. The contribution allowed the museum to establish the Future Center "computer learning environment", to put computer programs in exhibits, and to create a software development lab. By the way, the Capital Children's Museum still exists — it's now called the National Children's Museum, but there probably aren't any Atari computers around to play with anymore. This interview took place on June 26, 2020. NYT — 8-Year-Old's Birthday Party in a Computer Center: <a href="https://www.nytimes.com/1982/04/09/style/8-year-old-s-birthday-party-in-a-computer-center.html" rel="nofollow" target="_blank"> https://www.nytimes.com/1982/04/09/style/8-year-old-s-birthday-party-in-a-computer-center.html</a> Picture of Tracey and her friends: <a href="https://imgur.com/a/pD7RTF6" rel="nofollow" target="_blank">https://imgur.com/a/pD7RTF6</a> National Children's Museum <a href="https://nationalchildrensmuseum.org/" rel="nofollow" target="_blank">https://nationalchildrensmuseum.org</a>

ANTIC Interview 391 - Tracy Frey, Atari Birthday Girl