Why democratizing AI is absolutely crucial
Without regulations, implicit bias could shape artificial intelligence into a nightmare for some.
Karen Palmer is the Storyteller from the Future. She is an award-winning international artist and TED speaker. She creates immersive film experiences at the intersection of film, A.I. technology, gaming, immersive storytelling, neuroscience, consciousness, implicit bias, and the parkour philosophy of moving through fear. She is the creator of RIOT, an emotionally responsive film, which uses facial recognition and A.I. technology to navigate through a dangerous riot.
KAREN PALMER: One of the key themes kind of in the subtext of the narratives of my work that I create is about democratizing artificial intelligence and kind of looking at the lack of AI governance and AI regulation. And the consequence and implications of that which is what my Perception iO project reflects for the user experience. This is a really big deal girls and boys out there. This is a really big deal. You know there was something called the, you may have heard of called email and the internet which was with the government and the military for decades before it came to us, the people. There's serious consequences if us, the people, don't have access or are not involved in the development of these networks with these really powerful forms of technology. There's something called implicit bias which basically means everybody basically has bias that they've had being brought up and their livelihood and their experiences in life.
And if you're a developer or a designer you tend to subconsciously program implicit bias into what you're doing. The consequences of implicit bias in technology like AI is basically catastrophic. So I'm going to give an example. There's a system called the Compass system which is a system which supports judges as they're sentencing a criminal. This is an AI system and it has been proven that this system has given longer sentences for people of color and black people than it does to white people. There's also a similar system in the UK which has been proven to give longer sentences to working class people. The artificial intelligence which supports the judges in these decisions is designed by private organizations and corporations. The data in this AI has no regulation governing it and basically a commercial entity has created this, given it to judges and it is affecting people's lives. People of color and black people for the worse on a daily basis.
As a black woman working in storytelling and technology this type of conversation is very important to bring to the fore. For other developers and academics in this area that's not a priority for them. They have other narratives that they want to bring. So part of democratizing, creating a regulation, a governance is to me essential and that's why when you experience my stories and my immersive experiences this is the context of them. Because maybe lots of people this is just too heavy for them. They want to watch The Voice, they want to watch X Factor. This is way too heavy shit. But if you're in an immersive experience and you're feeling it and you're feeling this emotion and you're seeing the consequences maybe viscerally it can connect with you in your gut in a different way. So that's why I created experiences to kind of show, bring these things to people in a way which is accessible to them in a language and experience which they understand.
- Implicit biases are feelings and ideas subconsciously attributed to a group or culture based on learned associations and experiences. Everyone has them, but it can be dangerous when those biases are transferred to a powerful technology like AI.
- By keeping the development of artificial intelligence private, we are risking building systems that are intrinsically biased against certain groups.
- Governance and regulations are necessary to ensure that artificial intelligence remains as neutral as possible.
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A few traditions in the Roman Catholic Church can be traced back to pagan cults, rites, and deities.
- The Catholic rite of Holy Communion parallels pre-Christian Greco-Roman and Egyptian rituals that involved eating the body and blood of a god.
- A number of Catholic holidays and myths, such as Christmas, Easter, and Mardi Gras, graph onto the timeline of pre-Christian fertility festivals.
- The Catholic practice of praying to saints has been called "de-facto idolatry" and even a relic of goddess worship.
A pragmatic approach to fixing an imbalanced system.
- Intentional or not, certain inequalities are inherent in a digital economy that is structured and controlled by a few corporations that don't represent the interests or the demographics of the majority.
- While concern and anger are valid reactions to these inequalities, UCLA professor Ramesh Srinivasan also sees it as an opportunity to take action.
- Srinivasan says that the digital economy can be reshaped to benefit the 99 percent if we protect laborers in the gig economy, get independent journalists involved with the design of algorithmic news systems, support small businesses, and find ways that groups that have been historically discriminated against can be a part of these solutions.