The Artist in the Machine https://www.artistinthemachine.net The World of AI-Powered Creativity Tue, 25 Apr 2023 15:40:05 +0000 en-GB hourly 1 https://wordpress.org/?v=6.8.1 https://i0.wp.com/www.artistinthemachine.net/wp-content/uploads/2019/06/cropped-favicon.png?fit=32%2C32&quality=100&ssl=1 The Artist in the Machine https://www.artistinthemachine.net 32 32 163790042 GPT-4, Tell me about Creativity https://www.artistinthemachine.net/gpt-4-tell-me-about-creativity/ Tue, 25 Apr 2023 15:40:03 +0000 https://www.artistinthemachine.net/?p=1226

Curious as to how GPT-4 “thinks” about creativity I asked it two questions: What is creativity? How can we improve our creativity? Simple questions invite bland responses and some detail is necessary for GPT-4 to show its mettle. Its replies exhibit an uncanny understanding of both the process and end result of creative thinking. Perhaps there is more to GPT-4 than just probabilities and numbers? Just as there is more to our brains than probabilities and numbers, something that can give rise to such emergent properties as creativity.

Question 1: How can new ideas and artifacts be created from previous knowledge. How we can we go beyond given ideas and materials? To many this seems almost like magic. Some examples are Picasso going beyond the painting styles of his day to create Cubism. Einstein saw beyond the physics of his day to create relativity. Beethoven broke through the domain of music in his day to start the romantic era. What is the thing called creativity?

GPT-4 Replies:

Creativity is the ability to generate new, original, and valuable ideas or solutions. It involves the capacity to think beyond existing conventions, rules, or patterns and create something novel and impactful. Creativity is often considered a key driver of innovation and progress in various domains, including art, science, technology, and music. While creativity can seem like a mysterious or magical quality, it can be understood as a complex cognitive process with multiple components. These components include:

  1. Divergent Thinking: The ability to explore multiple possible solutions or ideas instead of focusing on a single answer. Divergent thinking allows for the generation of a wide array of ideas, some of which may be unconventional or unexpected.
  2. Convergent Thinking: The ability to evaluate and refine ideas by applying logic, critical thinking, and judgment. Convergent thinking helps to identify the most promising ideas and improve them to achieve desired outcomes.
  3. Cognitive Flexibility: The ability to switch between different perspectives, concepts, or mental frameworks. Cognitive flexibility allows individuals to approach problems from multiple angles and find novel connections between seemingly unrelated ideas.
  4. Domain Knowledge: Creativity is often rooted in deep knowledge and expertise within a specific domain. Familiarity with the rules, principles, and conventions of a domain provides a foundation from which creative individuals can push boundaries and innovate.
  5. Risk-Taking and Tolerance for Ambiguity: Creative individuals are often willing to take risks, challenge the status quo, and embrace uncertainty. This willingness to experiment and explore the unknown can lead to breakthroughs and discoveries.
  6. Inspiration and Motivation: Creativity is often fueled by a sense of purpose, passion, and curiosity. Creative individuals are typically driven by an internal desire to explore, express, or solve problems.

The creative process is iterative and involves a combination of divergent and convergent thinking, as well as reflection and experimentation. In the examples you mentioned, individuals like Picasso, Einstein, and Beethoven were able to transcend the established norms of their time by synthesizing existing knowledge, drawing on their own unique perspectives, and taking risks to develop groundbreaking ideas.

While creativity can come naturally to some individuals, it can also be cultivated and developed through practice, learning, and exposure to diverse experiences and perspectives. Ultimately, creativity is a valuable human quality that enables progress and innovation across a wide range of domains.

Question 2: Most people are capable of creativity at a low level. For example, finding a new way to drive to work, a new way to crochet, or a new way to repair the emission system of an automobile. Few others have the gift to create fantastic new science, art, literature and music which no one had dreamt of. These people come up with ideas that go way beyond what others can imagine. Many people sit between these two extremes. How can they improve their creativity?

GPT-4 Replies:

Individuals at all levels of creativity can take steps to enhance their creative thinking skills and reach their creative potential. Here are several strategies that can help improve creativity

  1. Practice Mindfulness: Mindfulness involves paying attention to the present moment with an open and non-judgmental attitude. It can help individuals become more aware of their thoughts, feelings, and surroundings, which can enhance creative thinking and problem-solving.
  2. Seek New Experiences: Exposure to new and diverse experiences can broaden an individual’s perspective and provide a rich source of inspiration for creative ideas. Traveling, trying new hobbies, attending workshops or events, and engaging with different cultures are all ways to seek novel experiences.
  3. Foster Curiosity: Cultivating a curious mindset and a willingness to explore the unknown can fuel creativity. Asking questions, challenging assumptions, and seeking out information from a variety of sources can stimulate creative thinking.
  4. Embrace Failure: Creative endeavors often involve experimentation and risk-taking, which means that failure is a natural part of the process. Learning from failures and viewing them as opportunities for growth and improvement can help build resilience and foster creativity.
  5. Create a Supportive Environment: Surrounding oneself with individuals who are supportive, open-minded, and willing to collaborate can create a positive environment for creativity to thrive. Encouraging feedback and constructive criticism can also help refine and improve creative ideas.
  6. Make Time for Reflection and Relaxation: Giving oneself time and space to reflect and relax can facilitate creative insights. Activities such as meditation, walking in nature, or journaling can help clear the mind and encourage creative thinking.
  7. Set Aside Dedicated Creative Time: Scheduling regular periods of time for creative pursuits can help individuals develop their creative skills and generate new ideas. During this time, individuals can engage in brainstorming, sketching, writing, or any other creative activity that interests them.
  8. Cross-Train Creativity: Engaging in creative activities outside one’s primary domain can enhance cognitive flexibility and creative thinking. For example, a scientist might take up painting or a musician might try their hand at writing fiction.
  9. Study the Work of Creative Role Models: Analyzing and understanding the work of creative individuals in one’s field of interest can provide valuable insights and inspiration. It can also help identify the approaches, techniques, and thought processes used by successful creative thinkers.
  10. Challenge Comfort Zones: Stepping outside one’s comfort zone and attempting tasks that may initially seem daunting can build confidence and stimulate creativity. This can involve tackling complex projects, exploring unfamiliar topics, or experimenting with new techniques.

While creativity can vary among individuals, it is a skill that can be developed and nurtured over time. By actively seeking opportunities to enhance creative thinking and engaging in activities that foster creativity, individuals can unlock their creative potential and contribute to innovation and progress in their chosen fields.

Image by Tumisu from Pixabay

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Creativity Across Space and Time https://www.artistinthemachine.net/creativity-across-space-and-time/ Wed, 12 Jan 2022 15:32:15 +0000 https://www.artistinthemachine.net/?p=1140

Based on my conversation with Ashfaq Ishaq – in ChildArt, The Magazine of the International Child Art Foundation, January/March 2022, pp. 24-25.

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Creativity and Artificial Intelligence: Machines that Create Art, Literature and Music – An article in KUNSTFORUM International Bd. 278 https://www.artistinthemachine.net/article-in-kunstforum-international-bd-278/ Fri, 05 Nov 2021 18:11:42 +0000 https://www.artistinthemachine.net/?p=1122

Most people agree that AIs can create art. But can they truly be artists? This question cuts right to the heart of AI because it raises the issue of whether AIs can possess attributes of living beings, even though they are alien life forms. If so their intelligence will no longer be ‘artificial’ but as real as ours. The archetypal Pygmalion myth is becoming reality. 

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This NFT Painting Is a Work of Art – an article in Nautilus https://www.artistinthemachine.net/this-nft-painting-is-a-work-of-art-an-article-in-nautilus/ Fri, 20 Aug 2021 11:38:13 +0000 https://www.artistinthemachine.net/?p=1089

On March 11, 2021, the auction house Christie’s sold a work by an American graphic designer, Michael Winkelmann, a.k.a. Beeple, for a colossal $69 million, making it the third most expensive work ever sold by a living artist.

The work, Everydays: The First 5000 Days, is a nonfungible token, or NFT. It’s a computer file that cannot be exchanged, copied, or destroyed, which gives the purchaser proof of authenticity. It lives online in a virtual space—an immaterial space—in a blockchain, a secure digital public ledger. The file is a mint copy, an original, like the Mona Lisa that hangs in the Louvre. It’s also a work of art. […]

Read full article on Nautilus website, first published on August 18, 2021.

Image: Everydays: The First 5000 Days, Beeple. Fair use (critical commentary).

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The Artist in the Machine: The World of A.I.-Powered Creativity – An article in SLANTED 37 ai https://www.artistinthemachine.net/an-article-in-slanted-37-ai/ Tue, 25 May 2021 15:54:11 +0000 https://www.artistinthemachine.net/?p=1065

Today computers are creating an extraordinary new world of images, sounds and stories such as we have never experienced before…

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Parts I and II of the Q&A between George Zarkadakis and myself on the realities and the future of artificial intelligence https://www.artistinthemachine.net/parts-i-and-ii-of-the-qa-between-george-zarkadakis-and-myself-on-the-realities-and-the-future-of-artificial-intelligence/ Fri, 18 Dec 2020 15:45:08 +0000 https://www.artistinthemachine.net/?p=1004 George Zarkadakis (GZ): Your book centers around AI. Can you give me a brief overview of the angle of your book?

Arthur Miller (AM): My goal in this book is to explore machine creativity with focus on AI-created art, literature and music. I ask whether machines can have characteristics of human creativity and so be creative like us, such as competitiveness, unpredictability, and emotions and then evolve a creativity of their own. Artist in the Machine looks at the upside of AI, how it can inspire us, increase our own creativity, and so add to the quality of our lives.  [...]

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George Zarkadakis (GZ): Your book centers around AI. Can you give me a brief overview of the angle of your book?

Arthur Miller (AM): My goal in this book is to explore machine creativity with focus on AI-created art, literature and music. I ask whether machines can have characteristics of human creativity and so be creative like us, such as competitiveness, unpredictability, and emotions and then evolve a creativity of their own. Artist in the Machine looks at the upside of AI, how it can inspire us, increase our own creativity, and so add to the quality of our lives.  […]

Read full article: Five Questions with Arthur I. Miller and George Zarkadakis Part I published in The Mit Press on December 2, 2020.

AM: Your book centers around AI. Can you give me a brief overview of the angle of your book?

GZ: In Cyber Republic I aim to respond to two big concerns about how intelligent machines are impacting our politics and economics. The first concern is how AI algorithms in social media platforms are manipulating public opinion, spread fake news, and exacerbate political polarization; in my book I suggest that we should develop a new type of AI algorithms that empower citizen deliberation and help drive consensus – and I describe how this could take place in the context of citizen assemblies. 

Read full article: Five Questions with Arthur I. Miller and George Zarkadakis Part II published in The Mit Press on December 9, 2020.

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Adventures in writing about creative machines: An article in BookBrunch https://www.artistinthemachine.net/adventures-in-writing-about-creative-machines-an-article-in-bookbrunch/ Fri, 04 Dec 2020 17:53:16 +0000 https://www.artistinthemachine.net/?p=976 Arthur I. Miller reports on progress towards the Age of Superintelligence.

When I began researching my book The Artist in the Machine I knew a fair amount about AI-created art and music, but not so much about AI-created literature. From what I did know, I wondered whether I would have enough material to fill a chapter. It turned out that I had more than enough...

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Arthur I. Miller reports on progress towards the Age of Superintelligence.

When I began researching my book The Artist in the Machine I knew a fair amount about AI-created art and music, but not so much about AI-created literature. From what I did know, I wondered whether I would have enough material to fill a chapter. It turned out that I had more than enough. It turned out, in fact, to be a fascinating and exciting topic, which many AI researchers consider the Final Frontier of AI, in that it involves so many dimensions of intelligence. I was eager to find out what machines themselves might be writing in these very early days – the infancy, one could call it, of computer literacy. […]

Read full article: Adventures in writing about creative machines published in Book Brunch on December 4, 2020.

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The Artist in the Machine in paperback! https://www.artistinthemachine.net/the-artist-in-the-machine-in-paperback/ Mon, 26 Oct 2020 12:23:29 +0000 https://www.artistinthemachine.net/?p=942

Thrilled to receive first copies of the paperback of The Artist in the Machine hot off the presses.

Do feel free to pre-order: Amazon.co.uk · Amazon.com

Kindle Edition also available:

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A Google researcher looks into the mind of a computer https://www.artistinthemachine.net/a-google-researcher-looks-into-the-mind-of-a-computer/ Thu, 02 Jul 2020 16:06:14 +0000 https://www.artistinthemachine.net/?p=918

Early in the morning on May 18, 2015, Alexander Mordvintsev made an amazing discovery. He had been having trouble sleeping. Just after midnight, he awoke with a start. He was sure he’d heard a noise in the Zurich apartment where he lived with his wife and child. Afraid that he hadn’t locked the door to the terrace, he ran out of the bedroom to check if there was an intruder. All was fine; the terrace door was locked, and there was no intruder. But as he was standing in his living room, suddenly he “was surrounded by dozens of very beautiful ideas,” he tells me. “That beautiful moment occurred when one idea crystallizes to a point where you can start programming.” It all came together. In an instant he saw what everyone else had missed. He sat down straight away at his computer and began to type lines of code.

Up until then, artificial neural networks — designed to mimic the brain and recognize patterns — had been our servants, dutifully performing the tasks we asked them to perform, becoming steadily better at serving us. Mordvintsev’s adventure that night was to transform completely our conception of what computers were capable of. His great idea was to let them off the leash, see what happened when they were given a little freedom, allowed to dream a little. […]

Read full article: DeepDream: How Alexander Mordvintsev Excavated the Computer’s Hidden Layers published in The Mit Press Reader on July 1, 2020.

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Can AI Be Truly Creative? An article in American Scientist https://www.artistinthemachine.net/can-ai-be-truly-creative-an-article-in-american-scientist/ Thu, 25 Jun 2020 10:16:10 +0000 https://www.artistinthemachine.net/?p=911

Art and science have always influenced each other, but AI provides a medium for these spheres to fuse and create new forms of expression and discovery. Read more below:

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Image: Bridgeman Images Artists Rights Society CC BY-SA 4.0

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