This week I’m working with one of my biomimicry clients to explore the use of OpenAI, makers of ChatGPT. It has several models within it, including Davinci which we’ve found has the most detailed, natural sounding results but not necessarily the most accurate information. We are using this technology to ingest a wide variety of scientific papers and produce plain-language text that can be used by designers and engineers who want to explore nature-based solutions and biomimicry inventions and applications.
We tried five tests with different biomimicry topics. I compared the source papers and the two versions of AI-generated text to assess them. Of the five tests, four were decent first drafts that need a human editor to refine them. Most of the scientific data was presented in a plain text way that maintained accuracy and integrity. It missed some key findings that would be valuable for engineers and designers, and the tests need to be edited for clarity. It had some trouble extrapolating the information into potential biomimicry applications and nature-based solutions. In other words, it could create plain-language text based on complicated, jargon-filled text reasonably well as a first draft. It could not creatively interpret the data to imagine many new possibilities. The one failed test completely missed the mark on the main points of the scientific paper.
Overall, it was exciting to see how this innovation could democratize access to information that is concealed in jargon. As with any simplification task, the accuracy has to be evaluated by someone who can reliably translate from language that needs deep expertise to language that’s accessible to those without that expertise. Proliferation of misinterpreted, oversimplified, and inaccurate translations is a risk and a danger. We’re in the early days of this tool and it will undoubtedly improve over time.
Some have expressed concern that writers will no longer be needed and that all writers will be forced into becoming editors. As a writer and an editor, I don’t share that fear. Human creativity, ingenuity, and imagination will never be obsolete. My hope is that tools like AI-generated text will free up our time, energy, and headspace to spend more time on creative projects.
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Published by Christa Avampato
The short of it:
Writer. Health, education, and art advocate. Theater and film producer. Visual artist. Product geek. Proud alumnae of the University of Pennsylvania (BA) and the Darden School of Business at the University of Virginia (MBA). Inspired by ancient wisdom & modern tech. Proliferator of goodness. Opener of doors. Friend to animals. Fan of creative work in all its wondrous forms. I use my business skills to create passion projects that build a better world. I’ve been called the happiest New Yorker, and I try hard to live up to that title every day.
The long of it:
My career has stretched across Capitol Hill, Broadway theatre, education, nonprofit fundraising, health and wellness, and Fortune 500 companies in retail, media, entertainment, technology, and financial services. I’ve been a product developer and product manager, theater manager, strategic consultant, marketer, voice over artist, , teacher, and fundraiser. I use my business and storytelling to support and sustain passion projects that build a better world. In every experience, I’ve used my sense of and respect for elegant design to develop meaningful products, services, programs, and events.
While building a business career, I also built a strong portfolio as a journalist, novelist, freelance writer, interviewer, presenter, and public speaker. My writing has appeared in The Washington Post, The Huffington Post, PBS.org, Boston.com, Royal Media Partners publications, and The Motley Fool on a wide range of topics including business, technology, science, health, education, culture, and lifestyle. I have also been an invited speaker at SXSW, Teach for America, Avon headquarters, Games for Change, NYU, Columbia University, Hunter College, and the Alzheimer’s Foundation of America. The first book in my young adult book series, Emerson Page and Where the Light Enters, was acquired by a publisher and launched in November 2017. I’m currently working on the second book in the series.
A recovering multi-tasker, I’m equally at home in front of my Mac, on my yoga mat, walking my rescue dog, Phineas, traveling with a purpose, or practicing the high-art of people watching. I also cut up small bits of paper and put them back together as a collage artist.
My company:
I’m bringing together all of my business and creative career paths as the Founder of Double or Nothing Media:
• I craft products, programs, and projects that make a difference;
• I build the business plans that make what I craft financially sustainable;
• I tell the stories that matter about the people, places, and products that inspire me.
Follow my adventures on Twitter at https://twitter.com/christanyc and Instagram at https://instagram.com/christarosenyc.
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Christa Avampato 