Generative AI
Generative artificial intelligence is a form of AI that uses deep learning and GANs for content creation. Learn how it can disrupt or benefit businesses.
It’s hard to imagine an activity or industry that AI isn’t already reshaping. And with the emergence of generative AI, it’s clear we’ve barely scratched the surface. AI technology has the potential to work wonders. But that bright future depends on our ability to develop AI responsibly now.
We’re living in a critical moment. AI systems are advancing at warp speed. And while the latest headlines about generative AI alternate between amazement and alarm, the full implications—immediate and long term—remain uncertain.
As AI plays an increasingly integral role in business and society, the question on many people’s minds is: “What does the rise of intelligent machines mean for our work and our lives?”
We desperately need help with issues like climate change, public health and safety, food and water security, and more. While it may be unnerving to admit the limits of our own intelligence, we can’t afford to ignore the potential benefits of AI when it comes to solving some of humanity’s biggest challenges.
Long before Alan Turing introduced his eponymous test or Blade Runner asked audiences to question the line between human and machine intelligence, ancient civilizations built myths around lifelike, robotic creations that could walk and talk without human intervention.
We’re going on a journey that takes us back to
Its potential applications, power, and ability to disrupt seem almost infinite. At the same time, our fascination with creating intelligence that can function outside of ourselves is as boundless—and as tinged with anxiety—as ever. Many of us fear the impact AI will have on our livelihoods and our privacy.
Will generative AI replace my job and leave me unemployed?
In a world of sophisticated algorithms, how can I know what’s real and what’s not?
Will critical decisions about my health and well-being be made by machines?
It’s easy to feel overwhelmed by the ongoing AI revolution. But advances in AI will have profound, positive effects on all of us.
It’s already happening, in fact. Individuals are exploring the limitless creativity generative AI tools can offer. Businesses are discovering that AI provides a critical source of competitive advantage. And governments are studying ways to implement AI to improve their interactions with citizens and achieve broader policy objectives.
AI is reshaping the roles we play as consumers, citizens, employees, students, patients, leaders, and more. When we apply our human IQ and EQ to figure out the best and most responsible way to deploy AI, we’ll all reap the benefits.
Learn how organizations can deploy AI responsibly, and explore the many ways AI technology can improve your life.
AI helped propel COVID vaccines from hope to reality with astonishing speed. Imagine the medical breakthroughs AI will deliver in the future:
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AI opens a whole new world of possibilities for connecting consumers and brands, both online and in person:
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Generative AI and other AI tools can be extraordinarily beneficial for learning and education. To fulfill their potential:
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From seasoned executives to summer interns, AI will make technologists of us all. Generative AI and other machine learning systems will:
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Real commutes aren’t like the fun-filled images in car commercials. Instead, they involve congestion, pollution, risk, wasted time, and more. Relief is coming:
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Responsible AI isn’t just another aspect of artificial intelligence. It’s the essential principle that should guide the use of AI in every field. Responsible AI can:
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However one measures quality of life, AI has the potential to deliver significant benefits. Tools such as generative AI can be used to:
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Governments that harness the power of AI can generate significant benefits for the citizens they serve. AI can enable:
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To address climate change, we need all the help we can get. AI can provide a huge boost to sustainability efforts by:
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This underscores the importance of the human component in AI implementation. It’s also a reminder of the careful innovation and collaboration necessary to ensure that responsible AI works for the betterment of humanity.
It is well within the power of businesses, society, and individuals to build a bright AI-powered future.
As they design, develop, and deploy AI systems, companies must set and maintain ethical guardrails for the use of such technologies. The emergence of generative AI only underscores the need to embed responsible AI practices throughout an organization.
Looking beyond the role of business, each of us must harness our innate human strengths and commit to understanding the true role of AI: it’s an artificial, amplified, augmented form of intelligence, not a wholesale alternative to human ingenuity.
This combination—human ingenuity and artificial intelligence—can be much more powerful than the sum of its parts. AI will do what it does best: dealing with massive amounts of data and solving complex problems. And humans will do what we do best: applying our creativity, our judgment, our empathy, and our ethics as we use AI to help advance the world.
What’s the
task ahead?
To be an industry leader in five years, you need a clear and compelling AI strategy today.
Talk To A BCG ExpertLet’s focus on improving our quality of life and discovering what we can do when liberated from routine and mundane tasks—free to spend more time exploring and expanding our uniquely human capabilities.
Afterthought; AI for the Planet Alliance; American Board of Family Medicine; BBC; Cantor’s Paradise; Climate Change AI; Cornell University Computer Science; DeepMind; Earth.org; FlashParking; Food & Wine; The Economist; Forbes; Global Partnership on AI; LinkedIn Learning; London Review of Books; MIT CSAIL; MIT Sloan Management Review; MIT Technology Review; MotorTrend; The New York Times; Science Based Targets initiative; SimpliLearn’s Artificial Intelligence Career Guide; Slaughter & May Data Privacy Forum; Society of Automotive Engineers; United Nations; University of Houston; Vox.com; Waseda University Humanoid Robotics Institute; Waymo; World Economic Forum; World Wildlife Fund; Wired; Xyonix; BCG analysis.
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