Technology is quickly becoming the backbone of modern infrastructure. At the pace that it is progressing, it may someday become as ubiquitous and as vital to our economy as cement and concrete. However, AI is agnostic. Despite its immense computing capabilities, it will never be capable of human understanding and discernment. One example of this is the results derived from A/B Testing, where researchers compare two versions of a marketing asset to see which one performs better. While it can show which campaign would run better, it cannot provide any new learning.&nbsp; With this limitation in mind, is it still beneficial for us to know what the most probable outcome for a certain event would be—even if we don’t understand the why or how for its occurrence? Can Machine Learning Go Wrong?: At this point, David discussed an imaginary scenario where even something as non-controversial as spam mail could become a problem if it was found that legitimate emails from businesses owned by people of color were found to be falsely marked as spam at an unequal rate, in comparison to people who are not of color. Aside from the inefficiency, the AI would become an unfair metric for emails and may even be damaging businesses on the basis of race. The decision-making process behind sorting emails into the spam folder is compromised because the technology is using so many signals in “deep, complicated, and multi-independent patterns of probability” that will be near-impossible to comprehend without a lot of time, money, and effort. At this point, this massive system is hurting communities that are already disenfranchised in the first place. This brings to mind Microsoft’s Tay.ai, a chatbot on Twitter created by the tech giant in 2016 that was designed to mimic the conversational patterns of a 19-year-old girl. It would learn from continuous interaction with other users on the social media platform. Immediately after its release, Tay became controversial after it started tweeting inflammatory and offensive comments. As a result, Microsoft was pushed to shut down the service only sixteen hours after it was launched.&nbsp; Social Justice And Technology: It’s a clear indication that the people responsible for programming AI have a corresponding social burden to fulfill, particularly in ensuring that their technology does not harm anyone. This burden can become even bigger when machine learning and AI is applied to other fields, such as medicine and smart transportation. Beyond Tay.ai, computer scientists and engineers around the world find themselves at the helm of constructing technologies with so much potential. How do we address inherent human bias in these individuals? David reveals that most people who have the knowledge to work with these complex technologies do not necessarily have the same depth of understanding for social justice as well. This led to a call for participatory machine learning, otherwise known as the design justice movement. Giving Minorities A Seat At The Table: Participatory machine learning involves people who are familiar with related issues on social justice, as well as communities who would be most affected by the presence of new technologies. They are given a position in planning and management.&nbsp; Their input is important from the get-go because it does have an impact on how these systems work. To further explain, David painted the picture of an imaginary emerging smart city that decided to use AI to reinvent its bus system.&nbsp; Ultimately, all the new bus stops, routes, and schedules are successful in moving people faster to their destinations, and the numbers echo its success. However, a caveat: these statistics have been decided on average, and only show that it is successful based on how well it moves affluent communities more efficiently than those located on the outskirts of the city. Those living on the outskirts, who need efficient transportation more than others for work and...

Everyday Chaos: Technology, Complexity, and How We're Thriving in a New World of Possibility with Long-Time Affiliate of Harvard's Berkman Klein Center and Best Selling Author David Weinberger, Ph.D

In a world where industries are constantly being disrupted and new technologies are emerging at an unprecedented rate, it can be challenging for leaders to navigate their organizations through these changes. On a recent episode of the TCAST podcast, host Jason Rigby sat down with guest Michael Cirillo, a business consultant and host of "" podcast, to discuss how leaders can navigate disruption and remain competitive in a rapidly changing industry. &nbsp; Cirillo began by sharing his personal experience navigating disruption as an entrepreneur in his personal life and also in the automotive industry. He emphasized the importance of staying on top of industry trends and being willing to pivot and adapt in response to new challenges and opportunities. This requires a willingness to experiment and take risks, and a deep commitment to ongoing learning and professional development. &nbsp; Rigby and Cirillo also discussed the role of leadership in creating a culture of innovation within an organization. According to Cirillo, this requires empowering team members to think creatively and take ownership of their work, as well as creating a safe space for experimentation and collaboration. He emphasized the importance of building a diverse team with a variety of backgrounds and perspectives, in order to encourage creativity and new ways of thinking. &nbsp; Of course, navigating disruption is not without its challenges. Cirillo shared his experience of facing resistance to change from team members who were resistant to new technologies and ways of working. He emphasized the importance of building trust and transparency with team members, and being willing to communicate openly and honestly about the reasons behind the changes. &nbsp; In conclusion, navigating disruption requires a deep commitment to ongoing learning and professional development, as well as a willingness to experiment and take risks. By empowering team members to think creatively and take ownership of their work, and by creating a culture of innovation and collaboration, leaders can help their organizations remain competitive in an ever-changing industry. &nbsp; To learn more about Michael Cirillo and his work as a business consultant and podcast host, check out "". And for more great insights on leadership and personal growth, be sure to tune in to TCAST with host Jason Rigby. &nbsp; TCAST Live is an education, business, and technology video podcast that informs listeners and viewers on the best practices, theory, and technical functions of the TARTLE exchange system and how it is designed to serve society with the highest and best intentions. &nbsp; The show is hosted by Co-Founder &amp; Source Data Pioneer Alexander McCaig and Co-Host CMO Jason Rigby. &nbsp; TARTLE is free to join, forever and can be accessed at

How to Navigate as a Leader in a Disruptive Industry With Michael Cirillo

In today's rapidly changing world, the importance of being a learning leader cannot be overstated. On a recent episode&nbsp; "How to be a Learning Leader" on the TCAST podcast, host Jason Rigby sat down with leadership expert Ryan Hawk to discuss the qualities and strategies necessary for becoming a successful learning leader. &nbsp; Ryan Hawk, the host of "," began the conversation by sharing his definition of a learning leader. According to Hawk, a learning leader is someone who is committed to their own personal growth and development, and who encourages and enables others to do the same. This requires a deep sense of humility and vulnerability, as well as a willingness to take risks and learn from failure. &nbsp; So, how can leaders become better learners? Hawk shared several strategies, including building a personal board of advisors, seeking feedback regularly, and embracing failure as a necessary part of the learning process. He emphasized the importance of developing a growth mindset and a willingness to step outside of one's comfort zone in order to try new things and take risks. &nbsp; Hawk and Rigby also discussed the role of leadership in creating a learning culture within an organization. According to Hawk, this requires setting clear goals, providing ongoing feedback, and creating a safe space for experimentation and innovation. He shared examples of companies that have successfully implemented learning cultures, and the benefits they have seen as a result. &nbsp; Of course, creating a learning culture is not without its challenges. Resistance to change is a common obstacle that leaders may face when trying to introduce new ways of working and thinking. Hawk emphasized the importance of leading by example and being transparent about the reasons behind the changes, in order to build trust and gain buy-in from team members. &nbsp; In conclusion, being a learning leader is essential in today's fast-paced, ever-changing business landscape. By embracing a growth mindset, cultivating humility and vulnerability, and creating a learning culture within their organization, leaders can not only benefit their own personal growth, but also the growth and success of their team and organization as a whole. &nbsp; To learn more about Ryan Hawk and his work as a leadership expert and podcast host, check out "" and his website, . &nbsp; TCAST Live is an education, business, and technology video podcast that informs listeners and viewers on the best practices, theory, and technical functions of the TARTLE exchange system and how it is designed to serve society with the highest and best intentions. &nbsp; The show is hosted by Co-Founder &amp; Source Data Pioneer Alexander McCaig and Co-Host CMO Jason Rigby. &nbsp; TARTLE is free to join, forever and can be accessed at

How to Think Like a Learning Leader With Ryan Hawk

Exploring TARTLE, a global real-time human intelligence and analysis platform Discussing the importance of ethically sourced, encrypted first-party data for AI &nbsp; TARTLE: A Secure Global Marketplace for Data Offering tools for sourcing initial training sets and targeted real-person model feedback Providing visualization and analysis tools for intelligence-driven decisions in AI Understanding the peer-to-peer approach for unlocking zero and first-party data &nbsp; Comprehensive Consumer Profile Datasets for Machine Learning and AI Specializing in model training sets and feedback tailored to specific needs Harnessing a diverse range of datasets from globally distributed members Ensuring top-notch data harvesting and evaluation by humans Seamless API Integration for Quality Real-time Data &nbsp; Discussing TARTLE's D2C Infrastructure and Strategy for model training sets Exploring the availability of unique and newly created data sets, including photos, audio, video recordings, and texts State-of-the-art Data Encryption and Marketplace Technologies Ensuring ethical creation and extraction of bespoke training data for AI systems Protecting data integrity and privacy &nbsp; The Importance of Clean Data for Data Scientists Acknowledging the potential consequences of bad data, such as project shutdowns and AI bias Defining clean data as unbiased, error-free, and representative of the population Emphasizing the need for ethical data collection methods and best practices &nbsp; Conclusion Reiterating the value of TARTLE's data-driven solutions for AI Encouraging the use of ethically sourced, secure, and comprehensive data for successful AI implementation For More Information Click  &nbsp; TCAST Live is an education, business, and technology video podcast that informs listeners and viewers on the best practices, theory, and technical functions of the TARTLE exchange system and how it is designed to serve society with the highest and best intentions. &nbsp; The show is hosted by Co-Founder &amp; Source Data Pioneer Alexander McCaig and Co-Host CMO Jason Rigby. &nbsp; TARTLE is free to join, forever and can be accessed at

The TARTLE Intelligence: Harnessing the Power of Data for AI Advancements

In this insightful episode, we are honored to have , the Executive Director of Strategy at Siegel+Gale. With her strong leadership and rich experience of over two decades in Brand Strategy, Mel is passionate about how brands can be catalysts for significant economic and societal change. She enjoys working at the intersection of experience, business, and technology, and has been at the forefront of multiple global projects for key clients at Siegel+Gale. Throughout this engaging discussion, we delve deep into global brand strategies, gaining valuable insights from Mel's vast expertise and knowledge. We explore the complex dynamics of how global brands navigate the challenges of different markets and cultures, and how they harness technology to create powerful brand experiences that resonate with diverse audiences. Moreover, we examine the emerging trends and future directions of brand strategy in a world increasingly shaped by digital transformation and data-driven insights. From understanding consumer behavior to predicting market trends, we discuss how brands can effectively use data and technology to drive their strategy and create meaningful impact. This is an episode not to be missed if you're interested in learning more about global brand strategy, the power of brands, and the exciting potential of technology and data in shaping the future of branding. Join us for this enriching conversation on TCAST, your trusted source for fearless examinations of the latest developments in data, technology, and digital innovation.

Decoding Global Brand Strategy: An Insightful Discussion with Mel McShane

In this enlightening episode of the Fat Pitch Podcast, hosts Clint Sorenson and Paul Barausky are joined by Alexander McCaig, the CEO of TARTLE. Alexander shares insightful perspectives about the transformative power of data, especially in the context of Artificial Intelligence and societal growth. The conversation revolves around the evolution of data and its role in today's digital age. Alexander highlights the shift from a coercive-based model where data was used to manipulate and control individuals, to a needs-based model where data serves as a medium for individuals to articulate their intentions, and for markets to cater to those needs. Through TARTLE's innovative technology, individuals can participate in a marketplace where their data can be leveraged as a form of payment, granting them access to various financial products and services. The discussion also touches upon the broader implications of data ownership, its potential to drive decentralization and democratization, and the role of data in addressing major societal issues like homelessness and mental health. This episode is a must-listen for anyone interested in the future of data, AI, and how these elements are reshaping our world. Dive in now to learn more! Listen to the full episode here:

Empowering Data Ownership: A Deep Dive with TARTLE's CEO, Alexander McCaig - Fat Pitch Podcast Episode 9

In this eye-opening episode of TCAST, Alexander McCaig and Jason Rigby dive deep—literally—into the consequences of our insatiable thirst for groundwater. Can human activity really impact the tilt of the Earth's axis? The revelation that rampant groundwater pumping has led to measurable shifts in the planet's rotation is more than just groundbreaking—it's a testament to the scale of human influence on our planet. Join us as we explore how and why this is happening and what it means for our future. Show Notes:   Introduction  A quick recap of the article from Scientific American by Davide Castelvecchi. The astonishing fact: Earth has lost over 2 trillion tons of groundwater between 1993 and 2010.    The Earth Wobbles  Explanation of how the tilt of Earth's axis is generally stable. How significant shifts can occur when large masses relocate within and on the surface of the planet.    A Deeper Dive with Ki-Weon Seo's Insights  Discussing Seo's findings and his journey to understand the changes in Earth's water content. Unraveling the mystery: how groundwater was the missing piece in explaining the tilt.    Gravitational Surveys &amp; Their Revelations  The link between irrigation practices, particularly in northwestern India and western North America, and depletion of underground reservoirs. How this depletion has contributed to global sea-level rise.    Consequences &amp; Future Implications  Delving into the potential outcomes of the shift in Earth's axis. The direction of the shift: towards Russia’s Novaya Zemlya islands. Allegra LeGrande from NASA's take on the impact of this research.    Closing Thoughts  The broader theme: the undeniable impact of human activities on Earth. How data and technology can help us become more aware and perhaps find solutions.    Upcoming on TCAST  A sneak peek into future episodes and exciting guests.    Recommendations &amp; References:   Research by Ki-Weon Seo, geophysicist at Seoul National University. Insights from Allegra LeGrande, a climate scientist at the NASA Goddard Institute for Space Studies.  Connect with TCAST:  Follow us on , , and wherever you get your podcasts. Stay updated with the latest trends in big data, AI, and humanity. Dive deep with TCAST.

Earth's Tilt Altered by OUR Thirst!? How Groundwater Pumping is Shifting Our Planet!

In this episode, Alexander McCaig and Jason Rigby delve into the TARTLE AI &amp; Data Science Student Research Program, a venture designed to propel the tech frontier in data science and AI. They unravel how TARTLE, a global data sharing platform, is setting a new paradigm in data ownership and ethical practices. With insights from the program participants and a closer look at the TARTLE Ascend Initiative, they explore how the blend of theoretical and practical knowledge is fostering a synergy between academia and innovative data sharing technologies. Discover the eligibility, application process, and the transformative impact this program aims to achieve. To submit your application click &nbsp;  Connect with TCAST:  Follow us on&nbsp;,&nbsp;, and wherever you get your podcasts. Stay updated with the latest trends in big data, AI, and humanity. Dive deep with TCAST.  &nbsp;

TARTLE AI & Data Science Student Research Program: The Future of Data Sharing and AI Research

Is Big Tech hoarding your data like Scrooge with his gold? Are algorithms playing puppet master with your life? Buckle up, because the TARTLE Data Commitment is CRASHING the scene with a radical plan to put YOU back in control of YOUR data! ** Consent, Ethics, Equality, Inclusion - these ain't just buzzwords, folks. TARTLE's got a four-pronged attack on tech's data dragon:**  ** Take Back Your Power:** No more shady data deals!&nbsp;TARTLE gives you crystal-clear control over how your information is used. ⚖️ Justice for All:&nbsp;Ditch the biased algorithms!&nbsp;TARTLE champions data equality,&nbsp;ensuring everyone's voices are heard,&nbsp;not just the tech giants' chosen few. ** Everyone In:** No more data deserts!&nbsp;TARTLE bridges the digital divide,&nbsp;making sure everyone has access to the benefits of the data age. ️ Ethics Before Profits:&nbsp;Forget creepy surveillance!&nbsp;TARTLE prioritizes data privacy and ethical use,&nbsp;so your info stays safe and sound.  But can TARTLE REALLY walk the walk? Is this just another Silicon Valley pipe dream? Dive into this video and decide for yourself! We'll dissect TARTLE's promises, expose the dark side of Big Tech's data game, and chart a course for a fairer, more ethical digital future. Join the data revolution! Share this video, smash that subscribe button, and let's make TARTLE's vision a reality! TCAST is a tech and data podcast, hosted by Alexander McCaig and Jason Rigby. Together, they discuss the most exciting trends in Big Data, Artificial Intelligence, and Humanity. It’s a fearless examination of the latest developments in digital transformation and innovation. The pair also interview data scientists, thought leaders, and industry experts. Pioneers in the skills and technologies we need for human progress. Explore our extensive TCAST selection at your pace, on your channel of choice.  What's your data worth? Find out at ( https://tartle.co/ ) Share our Facebook Page | https://go.tartle.co/fb Watch our Instagram | https://go.tartle.co/ig Hear us Tweet | https://go.tartle.co/tweet

Data Revolution?! Can TARTLE REALLY Fix Tech's Biggest Problem?

Welcome to Episode 386 of TCAST: Data Consent - Empowering Individuals with TARTLE In this insightful episode of TCAST, hosts Alexander McCaig and Jason Rigby delve deep into the essence of data consent and its pivotal role in the modern digital landscape. Join us as we explore how TARTLE is pioneering the path towards a more ethical, transparent, and user-centric approach to data management. Episode Highlights:   Understanding Data Consent: What does it mean for individuals in today's data-driven world? We break down the concept of informed consent and its significance.   TARTLE’s Vision: Dive into how TARTLE champions the right of individuals to control their personal data, ensuring a foundation of privacy, autonomy, and human dignity.   Transparent and User-Friendly Processes: Learn about the mechanisms TARTLE employs to make consent processes as transparent and understandable as possible, enabling individuals to make informed choices about their data.   The Ongoing Process of Consent: Discover why consent is not a one-time action but a continuous dialogue between individuals and data collectors.   Building a Trustworthy Data Ecosystem: A discussion on how respecting data consent can lead to a more responsible and beneficial data ecosystem for all stakeholders.   Special Interviews: Hear from leading data scientists, thought leaders, and industry experts on the forefront of advocating for data consent and ethical data management practices. Your Data, Your Control: Find out how you can take control of your personal data with TARTLE and why understanding your data's worth is the first step towards a more secure and empowered digital identity. Engage with Us: We invite our listeners to share their thoughts and experiences with data consent. How do you feel about the control you have over your personal data? Let us know in the comments! Learn More and Take Action: Curious about your data's worth and how you can have a say in its use? Visit  to discover more and take control of your digital footprint. Don't forget to like, share, and subscribe to TCAST for more episodes on Big Data, Artificial Intelligence, Humanity, and the technologies shaping our future. #DataConsent #TARTLE #DigitalPrivacy #DataProtection #InformedConsent #BigData #AI #Humanity #TechPodcast

Understanding Data Consent: TARTLE's Mission for Informed and Responsible Data Use

In the bustling world of technology and data, where the realms of artificial intelligence and humanity often intersect, there's a conversation that needs our immediate attention. It’s the story of Curtis Shuck, the founder of the Well Done Foundation, and his relentless mission to cap orphan wells across the United States. This enlightening tale was shared in an episode of TCAST, hosted by Alexander McCaig, CEO of TARTLE, highlighting the intersection of technology, data, and human progress. The Birth of a Mission Curtis' journey begins with an awakening—a stark realization amid Montana's breathtaking landscapes. Discovering abandoned orphan wells polluting the environment, Curtis saw a call to action. The Well Done Foundation's inception was fueled by a drive home filled with determination and a newfound purpose. For over 30 years, Curtis has dedicated his career to oil and energy-related project development, bringing a wealth of experience from both public service and the private sector to this vital cause. A Deep Dive into the Oil Business Understanding the oil business's intricacies is crucial to grasping this problem's magnitude. Curtis’ background, from working as a roustabout in Alaska to navigating oil production and distribution's complexities, provided the necessary insight to tackle this issue head-on. The industry's structure illustrates the journey of oil from ground to gas tank and the potential environmental impact at every turn. The Shift to Environmental Stewardship Transitioning from an oil industry veteran to an environmental steward was not just a career change; it was a personal evolution. Faced with the reality of orphan wells' environmental threats, Curtis saw an opportunity to right the wrongs of the past. By adopting wells and taking on the responsibility to cap them, the Well Done Foundation began its quest to heal the land. Embracing the Challenge Tackling the orphan well issue is no small feat. With over three million orphan wells in the U.S., each well presents its own unique challenges and stories. Curtis recognizes the importance of each well's history and its impact on the environment. The Power of Data and Community In the fight against orphan wells, data plays a crucial role. By measuring methane emissions before and after capping wells, the foundation not only proves the effectiveness of its efforts but also sheds light on the severity of the issue. This data-driven approach underscores the importance of transparency and accountability in environmental stewardship. Moreover, the foundation's work is a testament to the power of community and collective action. Through partnerships, donations, and the engagement of volunteers, each capped well represents a victory for the environment and humanity's capacity to come together for the greater good. A Call to Action The Well Done Foundation's journey from an eye-opening encounter in Montana to a nationwide crusade against orphan wells is a call to action. It reminds us that change starts with awareness, that each of us holds the power to make a difference, and that together, we can build a cleaner, more sustainable future. Visit the Well Done Foundation's website at  to learn more about their mission and how you can contribute to capping orphan wells. Your support can pave the way for a cleaner, safer environment for generations to come.

The Well Done Foundation & TARTLE: Partnering to Cap Orphan Wells and Save the Environment

TARTLE is a global personal data marketplace. Free to join, free to use. It is where humanity goes to get paid for their data.

Everyday Chaos: Technology, Complexity, and How We're Thriving in a New World of Possibility with Long-Time Affiliate of Harvard's Berkman Klein Center and Best Selling Author David Weinberger, Ph.D

TARTLE

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