TCAST: The Future of Data & AI

TCAST: The Future of Data & AI

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TCAST: The Future of Data & AI episodes

  • I Think, Therefore I Earn: Selling Your Data on the TARTLE Marketplace

    With all the technology that we have today, imagine how all the most important and meaningful parts of your life have been condensed into a bunch of data packets. Now that people are becoming more aware of how all-encompassing our online presence has become, we are on the cusp of changing the way we deal with our information.

    This won’t be an easy task and even the most advanced countries are still taking their first steps in redistributing the power of data sharing to the people. However, we are confident about our capacity to push this forward and help in the work of spreading awareness. In this episode, we discuss how the TARTLE marketplace is designed to help restore equilibrium to data management and sharing.

    Reclaiming Your Data: These days, data is more than just the information needed to access certain websites and applications. It’s what companies, and even some governments, use to provide a tailored experience. This covers our ad preferences, history, and the connections that we make. 

    When you think of how much data you create, you’re bound to wonder: do I create data, or does data create me? In the status quo, people do not have a lot of control over their own information. Our lack of awareness when it comes to what we can do with the data we create has given social media platforms a prime advantage: they can profit off of our interests, social circles, and movements. 

    While the European Union’s GDPR and an overall trend towards increased data awareness around the world is helping alleviate the situation, it’s not enough to help people take the next step forward. We all deserve a platform where we can practice taking initiative and having active ownership over our own data to help expedite the process.

    TARTLE is a marketplace that operates around the clock and is available around the world. We are offering a nonprofit platform that empowers individuals on the ground to practice autonomy and self-sovereignty. On the TARTLE marketplace, you are fully responsible for your information. It’s our way of helping bring back power to the people.

    Turning Your Thoughts Into Passive Income: What if you could earn passive income for your thoughts? Technology is capable of shaping the way we think and act in the same way that we are capable of using technology for our own gain. With this in mind, TARTLE created a way for you to place all your data on a secure platform— with the added benefit of having it siloed in there as well.

    There is plenty of potential in how we express ourselves. Data is always in your possession and as long as you’re online, it’s growing. It does not discriminate as well because regardless of your location, ethnicity, or personal beliefs, technology will still maintain a profile of who you are and what you like doing as a digital citizen. 

    But if so much potential exists, why don’t we feel like we’re doing anything groundbreaking with our smartphones? This is because the power we have over our information has been seized by other actors: corporations and even governments. It’s high time we took it upon ourselves to restore a balance within that system.

    To parallel it in other scenarios, there is a need for equilibrium in plenty of natural systems. We need balance in our climate, our physical and mental wellbeing, thermodynamics, energy, and more because too much of anything can become dangerous. This is what inspired us to create TARTLE: the need to provide a supportive structure that people and communities on the ground could grow off of.

    “If there's no balance, then there's no real learning that can happen here,” Alexander argued, “There's no real fair exchange occurring.”

    The TARTLE platform recognizes that everyone is equal in the creation of information and that everyone has the equal opportunity to earn off of it.

    Closing Thoughts: How Data Can Make Us Better People: Data is capable of making us better people because it breaks down preconceived notions and barriers to communication that we may have had of others. Often, opportunities to connect are limited to certain geographical areas or social classes. 

    Here is a way we can all participate in a flexible, antifragile free market that will bend and grow seamlessly with continued human interaction. The TARTLE platform will learn from how we compile our data and who we choose to sell it to. The more we use TARTLE to facilitate data sharing, the higher our chances of communing with other people from vastly different backgrounds and fostering understanding as a natural byproduct of our own efforts. 

    This is how we evolve. What’s your data worth? www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     

    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     

    What's your data worth?

     

    Find out at: https://tartle.co/

     

    YouTube: https://www.youtube.com/c/TARTLE

     

    Facebook: https://www.facebook.com/TARTLEofficial/

     

    Instagram: https://www.instagram.com/tartle_official/

     

    Twitter: https://twitter.com/TARTLEofficial

     

    Spread the word!

    20 min
  • I Think, Therefore I Earn: Selling Your Data on the TARTLE Marketplace

    With all the technology that we have today, imagine how all the most important and meaningful parts of your life have been condensed into a bunch of data packets. Now that people are becoming more aware of how all-encompassing our online presence has become, we are on the cusp of changing the way we deal with our information.

    This won’t be an easy task and even the most advanced countries are still taking their first steps in redistributing the power of data sharing to the people. However, we are confident about our capacity to push this forward and help in the work of spreading awareness. In this episode, we discuss how the TARTLE marketplace is designed to help restore equilibrium to data management and sharing.

    Reclaiming Your Data: These days, data is more than just the information needed to access certain websites and applications. It’s what companies, and even some governments, use to provide a tailored experience. This covers our ad preferences, history, and the connections that we make. 

    When you think of how much data you create, you’re bound to wonder: do I create data, or does data create me? In the status quo, people do not have a lot of control over their own information. Our lack of awareness when it comes to what we can do with the data we create has given social media platforms a prime advantage: they can profit off of our interests, social circles, and movements. 

    While the European Union’s GDPR and an overall trend towards increased data awareness around the world is helping alleviate the situation, it’s not enough to help people take the next step forward. We all deserve a platform where we can practice taking initiative and having active ownership over our own data to help expedite the process.

    TARTLE is a marketplace that operates around the clock and is available around the world. We are offering a nonprofit platform that empowers individuals on the ground to practice autonomy and self-sovereignty. On the TARTLE marketplace, you are fully responsible for your information. It’s our way of helping bring back power to the people.

    Turning Your Thoughts Into Passive Income: What if you could earn passive income for your thoughts? Technology is capable of shaping the way we think and act in the same way that we are capable of using technology for our own gain. With this in mind, TARTLE created a way for you to place all your data on a secure platform— with the added benefit of having it siloed in there as well.

    There is plenty of potential in how we express ourselves. Data is always in your possession and as long as you’re online, it’s growing. It does not discriminate as well because regardless of your location, ethnicity, or personal beliefs, technology will still maintain a profile of who you are and what you like doing as a digital citizen. 

    But if so much potential exists, why don’t we feel like we’re doing anything groundbreaking with our smartphones? This is because the power we have over our information has been seized by other actors: corporations and even governments. It’s high time we took it upon ourselves to restore a balance within that system.

    To parallel it in other scenarios, there is a need for equilibrium in plenty of natural systems. We need balance in our climate, our physical and mental wellbeing, thermodynamics, energy, and more because too much of anything can become dangerous. This is what inspired us to create TARTLE: the need to provide a supportive structure that people and communities on the ground could grow off of.

    “If there's no balance, then there's no real learning that can happen here,” Alexander argued, “There's no real fair exchange occurring.”

    The TARTLE platform recognizes that everyone is equal in the creation of information and that everyone has the equal opportunity to earn off of it.

    Closing Thoughts: How Data Can Make Us Better People: Data is capable of making us better people because it breaks down preconceived notions and barriers to communication that we may have had of others. Often, opportunities to connect are limited to certain geographical areas or social classes. 

    Here is a way we can all participate in a flexible, antifragile free market that will bend and grow seamlessly with continued human interaction. The TARTLE platform will learn from how we compile our data and who we choose to sell it to. The more we use TARTLE to facilitate data sharing, the higher our chances of communing with other people from vastly different backgrounds and fostering understanding as a natural byproduct of our own efforts. 

    This is how we evolve. What’s your data worth? www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     


    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     


    What's your data worth?

     


    Find out at: https://tartle.co/

     


    YouTube: https://www.youtube.com/c/TARTLE

     


    Facebook: https://www.facebook.com/TARTLEofficial/

     


    Instagram: https://www.instagram.com/tartle_official/

     


    Twitter: https://twitter.com/TARTLEofficial

     


    Spread the word!

    20 min
  • Using Data to Eliminate the T-Rexes of the Modern World

    Studying the history of life is an important venture. It’s how we understand why certain characteristics exist in living organisms, and it can also be used to explain the importance of biological events that are happening today. 

    A study on the population density of the Tyrannosaurus Rex, one of the world’s most famous predators, was first published on Science and reported on the National Geographic. It’s a huge claim, with researchers estimating that a total of 2.5 billion T.rex have lived in North America, the native region of the species, going out as far north as Alaska and as far south as Mexico across a time span of two to three million years. 

    This estimation is a huge claim and has certainly caught the eye of paleontology enthusiasts, However, there are a wide variety of variables that can compromise the validity of the information being tested: the location where the bones are found; shifts caused by glacial patterns and tracks throughout the years; inconsistencies with carbon-14 dating, which provides an approximate age; and even human intervention, which may not be enough to fill in the gaps in information that we do not know nor have the tools to understand just yet. 

    If data-driven ventures cannot be used to sample what we know to be true, then is it still worth it? Are approximations a step in the right direction or is it too rooted in theory to be useful?

    How Much Hindsight Is Too Much?: The pursuit of estimates often discounts the importance of absolutes. In paleontology, there are plenty of assumptions made that may affect the results of their research. As Alexander mused, much remains unsaid about the foundations of the study—and it may have an impact on whether or not scientists are taking the right perspective on the matter.

    Analyzing data from the source and having a clear log of how the researchers conducted their tests is standard procedure. However, what is the impact of creating logs for circumstances that can no longer be observed by anyone living?

    “Who decided that the dinosaur is a dinosaur or not a dinosaur? Who decides that it sits in this area of time as opposed to another? What if my carbon dating is wrong, and maybe this aquatic animal that we didn't think existed prehistorically actually did exist?” Alexander asked, expressing doubts.

    Transparent and Tangible Research: This is the second time that scientists have made an attempt to estimate the population density of T-rexes in the past, and results closely resemble an earlier estimate that was published in 1993. The difference between these two papers is that this most recent study utilizes the latest in T-rex biology research to set upper and lower limits on the total population—one approximation after another. 

    Since there is so much inexactness and uncertainty in what we do, it is important to focus on the fundamentals: ideas, principles, and beliefs that we know to be observable, objective, and tangible. When we go overboard on theory, we may find ourselves defining a biased picture of what the data represents.

    This concern is not just limited to research and development in paleontology. With the vast variety of tools, knowledge, and technology that we have at our disposal today, it can become all too easy to take the wrong direction. When we take the next step forward, we need to make sure that our feet are planted firmly on the ground.

    Dealing With the Metaphorical T-rex of Today: At the pace that science and technology is developing today, it’s safe to assume that more discoveries will be made—not just in paleontology, but in other sciences and across other industries as well. It is vital that scientists continue working towards making these discoveries more accessible to the public while staying true to the path of innovation. 

    There is a different impact in analyzing tangible beings, objects, and events. TARTLE is an opportunity to look at the T-rexes of the modern world: clear and imminent threats that are capable of harming us and the people we care about. The TARTLE platform is an opportunity to connect with like-minded individuals and organizations so that we can work as a collective to preserve our earth and our economy for future organizations. www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     

    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     

    What's your data worth?

     

    Find out at: https://tartle.co/

     

    YouTube: https://www.youtube.com/c/TARTLE

     

    Facebook: https://www.facebook.com/TARTLEofficial/

     

    Instagram: https://www.instagram.com/tartle_official/

     

    Twitter: https://twitter.com/TARTLEofficial

     

    Spread the word!

    12 min
  • Using Data to Eliminate the T-Rexes of the Modern World

    Studying the history of life is an important venture. It’s how we understand why certain characteristics exist in living organisms, and it can also be used to explain the importance of biological events that are happening today. 

    A study on the population density of the Tyrannosaurus Rex, one of the world’s most famous predators, was first published on Science and reported on the National Geographic. It’s a huge claim, with researchers estimating that a total of 2.5 billion T.rex have lived in North America, the native region of the species, going out as far north as Alaska and as far south as Mexico across a time span of two to three million years. 

    This estimation is a huge claim and has certainly caught the eye of paleontology enthusiasts, However, there are a wide variety of variables that can compromise the validity of the information being tested: the location where the bones are found; shifts caused by glacial patterns and tracks throughout the years; inconsistencies with carbon-14 dating, which provides an approximate age; and even human intervention, which may not be enough to fill in the gaps in information that we do not know nor have the tools to understand just yet. 

    If data-driven ventures cannot be used to sample what we know to be true, then is it still worth it? Are approximations a step in the right direction or is it too rooted in theory to be useful?

    How Much Hindsight Is Too Much?: The pursuit of estimates often discounts the importance of absolutes. In paleontology, there are plenty of assumptions made that may affect the results of their research. As Alexander mused, much remains unsaid about the foundations of the study—and it may have an impact on whether or not scientists are taking the right perspective on the matter.

    Analyzing data from the source and having a clear log of how the researchers conducted their tests is standard procedure. However, what is the impact of creating logs for circumstances that can no longer be observed by anyone living?

    “Who decided that the dinosaur is a dinosaur or not a dinosaur? Who decides that it sits in this area of time as opposed to another? What if my carbon dating is wrong, and maybe this aquatic animal that we didn't think existed prehistorically actually did exist?” Alexander asked, expressing doubts.

    Transparent and Tangible Research: This is the second time that scientists have made an attempt to estimate the population density of T-rexes in the past, and results closely resemble an earlier estimate that was published in 1993. The difference between these two papers is that this most recent study utilizes the latest in T-rex biology research to set upper and lower limits on the total population—one approximation after another. 

    Since there is so much inexactness and uncertainty in what we do, it is important to focus on the fundamentals: ideas, principles, and beliefs that we know to be observable, objective, and tangible. When we go overboard on theory, we may find ourselves defining a biased picture of what the data represents.

    This concern is not just limited to research and development in paleontology. With the vast variety of tools, knowledge, and technology that we have at our disposal today, it can become all too easy to take the wrong direction. When we take the next step forward, we need to make sure that our feet are planted firmly on the ground.

    Dealing With the Metaphorical T-rex of Today: At the pace that science and technology is developing today, it’s safe to assume that more discoveries will be made—not just in paleontology, but in other sciences and across other industries as well. It is vital that scientists continue working towards making these discoveries more accessible to the public while staying true to the path of innovation. 

    There is a different impact in analyzing tangible beings, objects, and events. TARTLE is an opportunity to look at the T-rexes of the modern world: clear and imminent threats that are capable of harming us and the people we care about. The TARTLE platform is an opportunity to connect with like-minded individuals and organizations so that we can work as a collective to preserve our earth and our economy for future organizations. www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     


    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     


    What's your data worth?

     


    Find out at: https://tartle.co/

     


    YouTube: https://www.youtube.com/c/TARTLE

     


    Facebook: https://www.facebook.com/TARTLEofficial/

     


    Instagram: https://www.instagram.com/tartle_official/

     


    Twitter: https://twitter.com/TARTLEofficial

     


    Spread the word!

    12 min
  • Is Wealth Inequality Entrenched in Our Legal Code? With Scholar and Author Katharina Pistor

    Money doesn’t grow on trees, but we know some people have vast reservoirs of wealth at their disposal. In certain cases, their tools for wealth creation are passed down from generation to generation. Why do these bottlenecks happen and why does wealth inequality exist? How can we work towards a more equitable society, where those in poverty have a better change at upward mobility?

    The answers to these questions aren’t easy, especially when the law itself appears to be a hindrance to the masses. In this episode, Katharina shares her valuable insights on how the law works—and why it is not working in favor of the most vulnerable.

    The Legal Code’s Role in Inequality: Policymaking around assets is concerned with creating conditions where everyone can prosper. As a result, the legal code is constantly designed and redesigned in an attempt to evolve alongside society.

    However, Katharina discussed how the people behind the code have consistently chosen to angle the content towards their benefit as the resource holders. This means that when wealth is created, it is typically bottlenecked within families or corporations that have the resources and power needed to influence state decisions. These exclusive groups can generate value from that asset for a longer period of time.

    This is where power asymmetry happens. The state is responsible for turning land into physical property, ideas into intellectual property, and assets into financial property. Legal backing is a social resource that is used to cordon wealth from the masses. It’s time we think of ways we can level out the playing field and stop this one-sided reinforcement of wealth accumulation.

    The state endeavors to produce a legal environment where everyone is equally protected by the law. However, this lofty goal often discounts the reality that not everybody has equal access to the law. The privileged would have the resources to hire lawyers who can bend the law to their will across not just one, but multiple legal systems.

    The mantra “it’s legal” now carries a darker undertone.

    Fitting in the Gaps Between the “Scaffolding”: Katharina described gaming the law as “exploiting every little gap in the scaffolding of existing regulations that we can find.” Lawyers are taught to look at the existing rules and regulations and find a gap where the client can slip through. The really sophisticated ones know how to bend some of it.

    It would be impossible to aim for the pillars because these are parts of the case where their actions are clearly seen as illegal. Their goal is to fit new things in the gaps between the scaffolding. It’s taking the phrase “know the rules so you can break them” to a whole new level.

    One poignant revelation in their discussion was Katharina’s explanation that the law can never really be complete. This leaves our legal system vulnerable to malicious actors in positions of power who are capable of exploiting the gap for private gain—reducing the law to a mere barrier in their climb to the top. It is truly a threat to both the rule of law and to democratic governments. 

    Turning the Immaterial Into Assets: Where do we draw the line and who gets to do it? Having access to legal coding is the key to wealth. This isn’t just about physical or material assets; it’s also applicable to ideas as well. One key turning point in the discussion is their perspective on whether such a trend would carry over to digital assets, such as cryptocurrencies as well.

    Katharina pointed out the irony in how Bitcoin only became valuable once it was centralized, and urged people to think of alternatives where real people can participate in the arrangement without having to delegate all their power to figureheads that may not align with the interests of the masses. 

    The legal code is a collective commitment to stand behind a particular use of the collective means of coercion. The community designs who have access to that centralized needs of coercion and under what conditions. Under this definition, it would certainly carry over to digital assets too. Now, it’s up to us to push for an environment where social mobility and wealth creation is available for all.

    Closing Thoughts: There is clearly an impetus for a platform where everybody has an equal playing field; a safe space for ordinary people to build a portfolio in transacting with today’s hottest asset, which is data. 

    The TARTLE marketplace is a platform with the vision of bringing back power to the people. Users are fully equipped to profile and market their data to causes around the world that matter to them the most. Here, people have the opportunity to fight for something bigger than themselves while earning at the same time. Everybody has an opportunity to create wealth.

    What’s your data worth? www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     

    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     

    What's your data worth?

     

    Find out at: https://tartle.co/

     

    YouTube: https://www.youtube.com/c/TARTLE

     

    Facebook: https://www.facebook.com/TARTLEofficial/

     

    Instagram: https://www.instagram.com/tartle_official/

     

    Twitter: https://twitter.com/TARTLEofficial

     

    Spread the word!

    48 min
  • Is Wealth Inequality Entrenched in Our Legal Code? With Scholar and Author Katharina Pistor

    Money doesn’t grow on trees, but we know some people have vast reservoirs of wealth at their disposal. In certain cases, their tools for wealth creation are passed down from generation to generation. Why do these bottlenecks happen and why does wealth inequality exist? How can we work towards a more equitable society, where those in poverty have a better change at upward mobility?

    The answers to these questions aren’t easy, especially when the law itself appears to be a hindrance to the masses. In this episode, Katharina shares her valuable insights on how the law works—and why it is not working in favor of the most vulnerable.

    The Legal Code’s Role in Inequality: Policymaking around assets is concerned with creating conditions where everyone can prosper. As a result, the legal code is constantly designed and redesigned in an attempt to evolve alongside society.

    However, Katharina discussed how the people behind the code have consistently chosen to angle the content towards their benefit as the resource holders. This means that when wealth is created, it is typically bottlenecked within families or corporations that have the resources and power needed to influence state decisions. These exclusive groups can generate value from that asset for a longer period of time.

    This is where power asymmetry happens. The state is responsible for turning land into physical property, ideas into intellectual property, and assets into financial property. Legal backing is a social resource that is used to cordon wealth from the masses. It’s time we think of ways we can level out the playing field and stop this one-sided reinforcement of wealth accumulation.

    The state endeavors to produce a legal environment where everyone is equally protected by the law. However, this lofty goal often discounts the reality that not everybody has equal access to the law. The privileged would have the resources to hire lawyers who can bend the law to their will across not just one, but multiple legal systems.

    The mantra “it’s legal” now carries a darker undertone.

    Fitting in the Gaps Between the “Scaffolding”: Katharina described gaming the law as “exploiting every little gap in the scaffolding of existing regulations that we can find.” Lawyers are taught to look at the existing rules and regulations and find a gap where the client can slip through. The really sophisticated ones know how to bend some of it.

    It would be impossible to aim for the pillars because these are parts of the case where their actions are clearly seen as illegal. Their goal is to fit new things in the gaps between the scaffolding. It’s taking the phrase “know the rules so you can break them” to a whole new level.

    One poignant revelation in their discussion was Katharina’s explanation that the law can never really be complete. This leaves our legal system vulnerable to malicious actors in positions of power who are capable of exploiting the gap for private gain—reducing the law to a mere barrier in their climb to the top. It is truly a threat to both the rule of law and to democratic governments. 

    Turning the Immaterial Into Assets: Where do we draw the line and who gets to do it? Having access to legal coding is the key to wealth. This isn’t just about physical or material assets; it’s also applicable to ideas as well. One key turning point in the discussion is their perspective on whether such a trend would carry over to digital assets, such as cryptocurrencies as well.

    Katharina pointed out the irony in how Bitcoin only became valuable once it was centralized, and urged people to think of alternatives where real people can participate in the arrangement without having to delegate all their power to figureheads that may not align with the interests of the masses. 

    The legal code is a collective commitment to stand behind a particular use of the collective means of coercion. The community designs who have access to that centralized needs of coercion and under what conditions. Under this definition, it would certainly carry over to digital assets too. Now, it’s up to us to push for an environment where social mobility and wealth creation is available for all.

    Closing Thoughts: There is clearly an impetus for a platform where everybody has an equal playing field; a safe space for ordinary people to build a portfolio in transacting with today’s hottest asset, which is data. 

    The TARTLE marketplace is a platform with the vision of bringing back power to the people. Users are fully equipped to profile and market their data to causes around the world that matter to them the most. Here, people have the opportunity to fight for something bigger than themselves while earning at the same time. Everybody has an opportunity to create wealth.

    What’s your data worth? www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     


    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     


    What's your data worth?

     


    Find out at: https://tartle.co/

     


    YouTube: https://www.youtube.com/c/TARTLE

     


    Facebook: https://www.facebook.com/TARTLEofficial/

     


    Instagram: https://www.instagram.com/tartle_official/

     


    Twitter: https://twitter.com/TARTLEofficial

     


    Spread the word!

    48 min
  • Government Surveillance: How Big Data Helps the State Look Over Your Shoulder

    Can data be used to harm other people? The reality is that in some parts of the world, it is already being used to trial increased surveillance and fuel oppressive social systems. This is a clear indication that technology will only ever be a reflection of the human hands responsible for its creation and maintenance. 

    In this episode, Alexander McCaig and Jason Rigby discuss the social implications of China’s authoritarian hold on its citizens—particularly its military-industrial complex’s creation of a three-billion US dollar supercomputer satellite center in the country’s Wenchang Spacecraft Launch Site. 

    Despite the official statement claiming that this enormous tech site will be used as part of a “massive constellation of commercial satellites” that can “offer services from high-speed internet for aircraft to tracking coal shipments,” we think it pays to be a little critical of the difference between what’s being reported—and what’s being done.

     

    Big Brother Is Watching:

    China has been the subject of widespread criticism after it announced the development of a social credit system in 2011. This system builds on a mass surveillance structure of more than 770 million cameras installed across the country as of 2019, with expectations that it will eventually hit the one billion mark by the end of 2021.

    The social credit system is used to score individuals and companies based on a collection of data from different sources. Individuals are rewarded for appropriate social behavior, such as proper conduct on mass transportation systems and adherence to waste sorting rules in their city. 

    Conversely, they will be punished for “negative behavior” which can include elderly residents suing family members for not visiting regularly (Shanghai); cheating in online video games (Suzhou), failing to show for reservations at hotels or restaurants (Suzhou); and failing to pick up any take-out food that was ordered (Suzhou).

    Individuals with poor credit scores will face restrictions on loans, transportation, and even education. As part of the system’s effort to encourage good behavior, some local governments offer incentives to those with a higher credit score. These people will be prioritized in health care provision, and can even waive deposits to rent public housing. 

    Businesses are required to submit data on their operations and on their partners and suppliers. Their credit score can be influenced by their behavior and ratings from their suppliers. 

    Finally, individuals and businesses that are deemed “untrustworthy” will be publicly named and shamed.

     

    The Social Credit System: Thought Police?:

    A society where human behavior is closely controlled and dictated by the state, through the latest technological capabilities, sounds like the plot of a dystopian sci-fi novel like George Orwell’s 1984—but this is already the reality for more than a billion individuals and 28 million companies in China.

    What are the implications of the social credit system? Critics are quick to point out that the government is using incomplete or inaccurate data to determine the provision of social privileges, and sometimes rights, for their own citizens.

    The implementation of a stable credit system is also dependent on the strength of basic services, such as regulation in the credit industry and data protection. Those with lose credit scores may find it difficult to continue to progress in society, particularly if there is no concrete policy that can support their rehabilitation or reintegration.

    Lastly, in a world where we have yet to fully account for all the factors that contribute to how and why we make decisions, this could easily turn into a system that disproportionately punishes people and businesses who are already struggling. 

     

    A Glimpse Into 1984:

    Beyond 1984, the hit television series Black Mirror also showed a glimpse into a society where people are controlled by their data. One of their episodes, entitled Nosedive, draws viewers into a world where everyone’s social status is controlled by the quality of their ratings on social media. A series of unfortunate events that are outside of the protagonist’s control have a massive impact on her credit score, which in turn cripples her socioeconomic status.

    These important pieces of media and literature highlight how the agnosticism of data, alongside the impact of human intervention, can drastically change the impact of technology. It is our responsibility to ensure that AI is developed with a conscientious hand, and that it is capable of empowering minorities instead of widening the inequality gap.

      Closing Thoughts:

    Humanity’s thirst for innovating new and exciting ways of harnessing technology compels us to participate in a shared initiative: one that will help preserve our free will, personal autonomy, and human rights. 

    The TARTLE platform is our life’s work toward ensuring that your personal data remains personal. Everything you share is given with your full consent, and we help you connect to other like-minded individuals and organizations who can represent your interests. www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     

    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     

    What's your data worth?

     

    Find out at: https://tartle.co/

     

    YouTube: https://www.youtube.com/c/TARTLE

     

    Facebook: https://www.facebook.com/TARTLEofficial/

     

    Instagram: https://www.instagram.com/tartle_official/

     

    Twitter: https://twitter.com/TARTLEofficial

     

    Spread the word!

    10 min
  • Government Surveillance: How Big Data Helps the State Look Over Your Shoulder

    Can data be used to harm other people? The reality is that in some parts of the world, it is already being used to trial increased surveillance and fuel oppressive social systems. This is a clear indication that technology will only ever be a reflection of the human hands responsible for its creation and maintenance. 

    In this episode, Alexander McCaig and Jason Rigby discuss the social implications of China’s authoritarian hold on its citizens—particularly its military-industrial complex’s creation of a three-billion US dollar supercomputer satellite center in the country’s Wenchang Spacecraft Launch Site. 

    Despite the official statement claiming that this enormous tech site will be used as part of a “massive constellation of commercial satellites” that can “offer services from high-speed internet for aircraft to tracking coal shipments,” we think it pays to be a little critical of the difference between what’s being reported—and what’s being done.

     

    Big Brother Is Watching:

    China has been the subject of widespread criticism after it announced the development of a social credit system in 2011. This system builds on a mass surveillance structure of more than 770 million cameras installed across the country as of 2019, with expectations that it will eventually hit the one billion mark by the end of 2021.

    The social credit system is used to score individuals and companies based on a collection of data from different sources. Individuals are rewarded for appropriate social behavior, such as proper conduct on mass transportation systems and adherence to waste sorting rules in their city. 

    Conversely, they will be punished for “negative behavior” which can include elderly residents suing family members for not visiting regularly (Shanghai); cheating in online video games (Suzhou), failing to show for reservations at hotels or restaurants (Suzhou); and failing to pick up any take-out food that was ordered (Suzhou).

    Individuals with poor credit scores will face restrictions on loans, transportation, and even education. As part of the system’s effort to encourage good behavior, some local governments offer incentives to those with a higher credit score. These people will be prioritized in health care provision, and can even waive deposits to rent public housing. 

    Businesses are required to submit data on their operations and on their partners and suppliers. Their credit score can be influenced by their behavior and ratings from their suppliers. 

    Finally, individuals and businesses that are deemed “untrustworthy” will be publicly named and shamed.

     

    The Social Credit System: Thought Police?:

    A society where human behavior is closely controlled and dictated by the state, through the latest technological capabilities, sounds like the plot of a dystopian sci-fi novel like George Orwell’s 1984—but this is already the reality for more than a billion individuals and 28 million companies in China.

    What are the implications of the social credit system? Critics are quick to point out that the government is using incomplete or inaccurate data to determine the provision of social privileges, and sometimes rights, for their own citizens.

    The implementation of a stable credit system is also dependent on the strength of basic services, such as regulation in the credit industry and data protection. Those with lose credit scores may find it difficult to continue to progress in society, particularly if there is no concrete policy that can support their rehabilitation or reintegration.

    Lastly, in a world where we have yet to fully account for all the factors that contribute to how and why we make decisions, this could easily turn into a system that disproportionately punishes people and businesses who are already struggling. 

     

    A Glimpse Into 1984:

    Beyond 1984, the hit television series Black Mirror also showed a glimpse into a society where people are controlled by their data. One of their episodes, entitled Nosedive, draws viewers into a world where everyone’s social status is controlled by the quality of their ratings on social media. A series of unfortunate events that are outside of the protagonist’s control have a massive impact on her credit score, which in turn cripples her socioeconomic status.

    These important pieces of media and literature highlight how the agnosticism of data, alongside the impact of human intervention, can drastically change the impact of technology. It is our responsibility to ensure that AI is developed with a conscientious hand, and that it is capable of empowering minorities instead of widening the inequality gap.

      Closing Thoughts:

    Humanity’s thirst for innovating new and exciting ways of harnessing technology compels us to participate in a shared initiative: one that will help preserve our free will, personal autonomy, and human rights. 

    The TARTLE platform is our life’s work toward ensuring that your personal data remains personal. Everything you share is given with your full consent, and we help you connect to other like-minded individuals and organizations who can represent your interests. www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     


    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     


    What's your data worth?

     


    Find out at: https://tartle.co/

     


    YouTube: https://www.youtube.com/c/TARTLE

     


    Facebook: https://www.facebook.com/TARTLEofficial/

     


    Instagram: https://www.instagram.com/tartle_official/

     


    Twitter: https://twitter.com/TARTLEofficial

     


    Spread the word!

    10 min
  • Can We Trust Insurance Companies With Big Data?

    Insurance. No one likes it. No one really wants it. We definitely hate paying for it. And why wouldn’t we? Insurance companies are notorious for not wanting to pay out any money on a claim and sometimes dropping people if they do successfully collect on one. After all, insurance companies aren’t really about protecting you, they’re about making money. As the sniveling weasel in The Incredibles put it, “What about our shareholders? Who’s looking out for them, huh?” 

    As one would expect, insurance companies are always looking to cut their costs. For that, they have turned to data collection and analysis. TARTLE is of course big on data and what we can learn from it. However, we are not fans of the way insurance companies and pretty much everyone else tends to make use of third party data for their purposes. Not only is the sourcing of the data unethical in itself, it can also wind up being discriminatory. Not intentionally, sometimes assumptions are made that are written into the algorithms that analyze the data. Those assumptions may seem like no big deal at first, but they can be processed in such a way that they exclude far more people than intended, people that seem to fit a given profile but in the end differ in certain important ways the algorithm isn’t meant to look for. That’s one of the dangers of completely automating everything. When an AI is running the show, it doesn’t care about any programmed biases, it just does what it is told and does it completely ruthlessly. That is why Connecticut recently reminded insurers in the tiny state that they need to be careful to avoid any sort of discrimination in their use of data. Easier said than done.

    To illustrate that, let’s say the insurance company offered a discount to anyone who linked a Whoop or a Fitbit to their insurance account. That might seem innocuous. Certainly, they are sourcing data in a better than normal way since people have to opt in to share it. However, those things on your wrist cost money. Money that not everyone might be able to afford. Just a Whoop subscription runs around $30 a month. How many people are going to be paying that so they can opt into a discount program? Not many, especially since that discount will probably not defray the costs of the subscription. 

    On one hand, it seems perfectly reasonable to grant a discount to people who are willing to share more of their health data. Why wouldn’t an insurance company want to incentivize that behavior? Of course, they would. On the other hand, not everyone can afford it, as stated above. Which makes this a case of exclusion based on economics. Intentional? Probably not. Not too many people actually wake up in the morning and ask themselves how they can screw over poor people today. Not even people working for an insurance company. 

    So, what is the solution? How can an insurance company reward customers for sharing their health data without excluding those who can’t afford the necessary devices? TARTLE has exactly the right solution. We offer these companies the chance to reach out directly to their customers. The company can ask its customers on TARTLE to share whatever data they would like and when someone chooses to do so, the company simply pays the person for the data. That is something that virtually anyone can take advantage of. Yes, there are people who can’t afford any sort of device to work with TARTLE on, but if we are being honest, they don’t have insurance anyway. The solutions to that problem are on a whole other level (though there are other ways other organizations can use us to tackle that one). What we offer is the chance for insurance and other companies to interact directly with their customers to get the information they need and for those people to be incentivized. It’s a win/win scenario for everyone willing to take advantage of it.

    What’s your data worth? www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     

    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     

    What's your data worth?

     

    Find out at: https://tartle.co/

     

    YouTube: https://www.youtube.com/c/TARTLE

     

    Facebook: https://www.facebook.com/TARTLEofficial/

     

    Instagram: https://www.instagram.com/tartle_official/

     

    Twitter: https://twitter.com/TARTLEofficial

     

    Spread the word!

    14 min
  • Can We Trust Insurance Companies With Big Data?

    Insurance. No one likes it. No one really wants it. We definitely hate paying for it. And why wouldn’t we? Insurance companies are notorious for not wanting to pay out any money on a claim and sometimes dropping people if they do successfully collect on one. After all, insurance companies aren’t really about protecting you, they’re about making money. As the sniveling weasel in The Incredibles put it, “What about our shareholders? Who’s looking out for them, huh?” 

    As one would expect, insurance companies are always looking to cut their costs. For that, they have turned to data collection and analysis. TARTLE is of course big on data and what we can learn from it. However, we are not fans of the way insurance companies and pretty much everyone else tends to make use of third party data for their purposes. Not only is the sourcing of the data unethical in itself, it can also wind up being discriminatory. Not intentionally, sometimes assumptions are made that are written into the algorithms that analyze the data. Those assumptions may seem like no big deal at first, but they can be processed in such a way that they exclude far more people than intended, people that seem to fit a given profile but in the end differ in certain important ways the algorithm isn’t meant to look for. That’s one of the dangers of completely automating everything. When an AI is running the show, it doesn’t care about any programmed biases, it just does what it is told and does it completely ruthlessly. That is why Connecticut recently reminded insurers in the tiny state that they need to be careful to avoid any sort of discrimination in their use of data. Easier said than done.

    To illustrate that, let’s say the insurance company offered a discount to anyone who linked a Whoop or a Fitbit to their insurance account. That might seem innocuous. Certainly, they are sourcing data in a better than normal way since people have to opt in to share it. However, those things on your wrist cost money. Money that not everyone might be able to afford. Just a Whoop subscription runs around $30 a month. How many people are going to be paying that so they can opt into a discount program? Not many, especially since that discount will probably not defray the costs of the subscription. 

    On one hand, it seems perfectly reasonable to grant a discount to people who are willing to share more of their health data. Why wouldn’t an insurance company want to incentivize that behavior? Of course, they would. On the other hand, not everyone can afford it, as stated above. Which makes this a case of exclusion based on economics. Intentional? Probably not. Not too many people actually wake up in the morning and ask themselves how they can screw over poor people today. Not even people working for an insurance company. 

    So, what is the solution? How can an insurance company reward customers for sharing their health data without excluding those who can’t afford the necessary devices? TARTLE has exactly the right solution. We offer these companies the chance to reach out directly to their customers. The company can ask its customers on TARTLE to share whatever data they would like and when someone chooses to do so, the company simply pays the person for the data. That is something that virtually anyone can take advantage of. Yes, there are people who can’t afford any sort of device to work with TARTLE on, but if we are being honest, they don’t have insurance anyway. The solutions to that problem are on a whole other level (though there are other ways other organizations can use us to tackle that one). What we offer is the chance for insurance and other companies to interact directly with their customers to get the information they need and for those people to be incentivized. It’s a win/win scenario for everyone willing to take advantage of it.

    What’s your data worth? www.tartle.co

     

    Tcast is brought to you by TARTLE. A global personal data marketplace that allows users to sell their personal information anonymously when they want to, while allowing buyers to access clean ready to analyze data sets on digital identities from all across the globe.

     


    The show is hosted by Co-Founder and Source Data Pioneer Alexander McCaig and Head of Conscious Marketing Jason Rigby.

     


    What's your data worth?

     


    Find out at: https://tartle.co/

     


    YouTube: https://www.youtube.com/c/TARTLE

     


    Facebook: https://www.facebook.com/TARTLEofficial/

     


    Instagram: https://www.instagram.com/tartle_official/

     


    Twitter: https://twitter.com/TARTLEofficial

     


    Spread the word!

    14 min

About TCAST: The Future of Data & AI

From the publisher's feed

The Data Intelligence Podcast (TCAST) explores the intersection of AI, data privacy, and ethical technology. Join Alexander McCaig and Jason Rigby as they decode the future of data ownership, artificial intelligence, and digital privacy with industry leaders, researchers, and innovators.