The AI Wave: To AI or not to AI … That is the Question…

I recently ran across a list posted on social media of the 20 most popular AI tools for productivity in writing. I only knew two of them. This heightened my anxiety about what I know and am prepared for in the use of genAI, particularly in academic settings, where I teach writing at university. And it got me thinking why I was so anxious…

I shared the list with my colleagues at the university writing centre and one instructor who was actively following AI tools admitted that they knew only a few of the listed tools as well. They further shared that they were feeling increasingly apprehensive about genAI’s impact on higher education. “It’s hard not to feel overwhelmed,” they ended.

(Photo: Nina writing her novel at a cafe)

This was my exact sentiment: a kind of apprehensive excitement. An understanding that all communicators stand at the precipice of a major paradigm shift in tool use. The ramifications this will have on all aspects of effective and efficient communication will span from redefining plagiarism to reinventing creativity. As with all powerful tools—aside from the obvious threat of misuse—there is always something lost with the gain and I wonder what we are losing with all this. I have some ideas, and they do bother me from time to time.

Applications of Generative AI (image by Neebel Technologies)

I do think it important for me as a communicator and writing instructor to understand the trade offs and to work with them.

When the world adopted the portable calculator, rote knowledge of basic math suffered. I know; I tested it during a lab exam when I was teaching college biology many years back. I forbid the use of calculators in the test and many students, who had lost the ability to do long division or multiplication by hand, lost marks. For some reason, I’m still not sure of, it was important for me to insist on students doing math longhand (a basic skill fast becoming obsolete like cursive writing) and punish those who had lost the art. Perhaps I was drawing on Isaac Asimov’s possibly prescient 1957 short story satire The Feeling of Power, which explored the limitations of a future world that lost its basic skills to machines. The corollary, I suppose, is that more complex and conceptual math gained some ground through this handy and efficient tool. Machines have their advantages, certainly. And generative AI is just one sophisticated aspect of machine use.

Consequences to Creative Writing

In my world of professional fiction authors, there is a palpable fear of being replaced by AI as story creators: a version of the ultimate science fiction horror plot of being taken over by the machine world (I’ve even exploited that in my SF thrillers Angel of Chaos and Darwin’s Paradox).

Given our unique powers of imagination, I don’t think that will happen (very soon, if ever successfully). Though, as we dummy-down and simplify complex stories for fast-paced multiplex audiences addicted to fast-paced bite-sized and easy to digest entertainment, AI-generated narratives could get by. How is all this affecting the publishing industry now? I recently learned that one of the top five online science fiction magazines, Metastellar, accepts AI-assisted stories with the proviso that “they better be good.” And Metastellar provides some convincing reasons. This has become a hot topic among my fellow professional writers at SF Canada.  One colleague informed me that a “new publisher Spines plans to disrupt industry by publishing 8000 AI books in 2025 alone.” On checking the news release, I discovered that Spines is, in fact, a tech firm trying to make its mark on publishing, primarily through the use of AI. The company offers the use of AI to proofread, produce, publish, and distribute books. They are, in fact, a vanity publishing platform (essentially a service for self-publishing), charging up to $5000 a book and often taking just three weeks to go from manuscript to a published title. The quality of what they will produce is unclear—and questionable.

All to serve as metaphor for what I and my colleagues at university are striving to achieve with students in their academic writing: excellence in communication, particularly in conveying complex scenarios that require creative solutions where clear, concise, and convincing writing is requisite.

I still find myself reluctant to use AI in my writing and communication, though I’ve at times slid into using AI for research and initial summaries to save time. I do this rarely because I absolutely enjoy doing research. I enjoy challenging my brain to summarize key points and write a good line. I enjoy the thrill of unanticipated discoveries, which always happen on these forays. I also recognize that many people do not share my enthusiasm for these brain exercises.

(Photo: Nina writing in another cafe)

I think that AI alone will not replace human mind for unique creativity. I didn’t say “can not.” It could; but it won’t. This is because even as genAI becomes infused in many aspects of life pursuit, there will remain those like that rare mathematician capable of doing math by hand in The Feeling of Power, valued not just because they are rare, but because in that rarity, they fulfill a critical role. When the machines stalled in their ability to move society forward in The Feeling of Power and all seemed lost, this archaic mathematician presented new innovation with basic math. I’m not suggesting that the technology will all break down, plunging the world into darkness (though this remains a possibility and is still a great plot for science fiction); but I submit that diversity rules over monopoly when it comes to survival.   

Five Mass Extinctions

This may seem a rather dark projection of the future, but consider that over the millennia, after five mass extinctions and with the sixth mass extinction underway, diversity has always saved the world. Within that necessary diversity, it is the nurtured rarities, the outliers, the misfits and nonconformists that survived the destruction of the previous world. Each time, diversity made that possible. As though engrained in Nature’s world building.

Mass Extinctions (image by National Geographic)

Ecologists call it ecological succession, others use the term “creative-destruction” to describe the recursive pattern of living and non-living things of the planet. Both describe how the oligarchs of an established climax ecosystem fail due to change or disturbance and are replaced by a previous rare misfit or immigrant better suited to the new environment. 

Primary and secondary succession in two different ecosystems

I think AI is part of our succession. Our use of AI in all its forms will represent a diversity of reaction and action that represent our own diversity and potential to survive in a changing world. All to say: relax and embrace the outliers.

Writing in nature (photo by Nina Munteanu)

As William Gibson so famously said in 1993: The Future is already here; it’s just not evenly distributed. And maybe that’s a good thing…

So…

…To AI, or not to AI, that is the question:
Whether ’tis nobler in the mind to suffer
The slings and arrows of terrible writing,
Or to take arms against a sea of scribbles
And by opposing end them. To think—to write,
No more; and by writing to say we end
The heart-ache and the thousand natural shocks
That tech is heir to: ’tis a consummation
Devoutly to be wish’d. To think, to write;
To write, perchance to create—ay, there’s the rub:
For in that creation of unique thoughts what others may come,
When we have shuffled off this genAI…

Writing in Nature (photo by Nina Munteanu)

Nina Munteanu is a Canadian ecologist / limnologist and novelist. She is co-editor of Europa SF and currently teaches writing courses at George Brown College and the University of Toronto. Visit www.ninamunteanu.ca for the latest on her books. Nina’s bilingual “La natura dell’acqua / The Way of Water” was published by Mincione Edizioni in Rome. Her non-fiction book “Water Is…” by Pixl Press (Vancouver) was selected by Margaret Atwood in the New York Times ‘Year in Reading’ and was chosen as the 2017 Summer Read by Water Canada. Her novel “A Diary in the Age of Water” was released by Inanna Publications (Toronto) in June 2020.

Wonder and Reason in The Age of Water

Jungfrau-peak

Mountain peaks at Zermatt, Switzerland (photo by Nina Munteanu)

Writer and essayist Annis Pratt begins her compelling essay “World of Wonder, World of Reason” in Impakter, with the question: “Do we live in a world of wonder where Nature ultimately calls the shots or a world of reason where Homo Sapiens are in control?”

Invoking the now vogue term “Anthropocene”, she puts it another way: “Is Nature dependent upon our definitions of it, or does it both precede and transcend human consciousness?  Does the term “Anthropocene” signal an apocalyptic shift that places us at the center of the Universe and if so, is the death of Nature upon us, or are we mistaken?”

Pratt examined and synthesized four works of different perspectives on nature and humanity to answer these questions. My book “Water Is…” was among them:

  1. The Invention of Nature: Alexander von Humboldt’s New World” by Andrea Wulf (Knoff, 2015)
  2. The Hidden Life of Trees: What They Feel, How They Communicate” by Peter Wohlleben, translated by Jane Billinghurst (Greystone Books, 2016)
  3. Water Is…The Meaning of Water” by Nina Munteanu (Pixl Press, 2016)
  4. Sapiens: A Brief History of Humankind” by Yuval Noah Harari (Harper Collins, 2015)

The first three, says Pratt, are scientists who made close observations of nature that filled them with wonder at the complexity of its processes: “Alexander von Humboldt, an 18th century Prussian scientist, the father of ecology; Peter Wohlleben, an ecologist who worked over twenty years for the forestry commission in Germany and Nina Munteanu, a limnologist, university teacher and award-winning ecologist.” The fourth, an Israeli historian, Yuval Noah Harari took a dramatically different stance, says Pratt. “He deplores our epoch when human egos have run amuck, putting Nature itself in peril.”

Wonder: Alexander von Humboldt

AlexVonHumboldt

Alexander von Humboldt lived from 1769-1859 (when Darwin published Origin of Species) and considered a genius, polymath, explorer and keen observer of botanical phenomena. In a world and time when Enlightenment thinkers and scientists predicated their observations on a premise of a static unchanging Nature (recall this was prior to Darwin’s controversial theory of evolution), von Humboldt discovered that nature’s one constant was change. As with von Goethe and von Schelling, von Humboldt embraced Naturphilosophie to comprehend nature in its totality and to outline its general theoretical structure. Naturphilosophie espoused an organic and dynamic worldview as an alternative to the atomist and mechanist outlook prevailing at the time.

Von Humboldt succeeded in proving that species change according to their circumstances, such as altitude or climate. According to Wulf, Bildungsreich was a force that shaped the formation of bodies, with every living organism, from humans to mould, having this formative drive. Von Humboldt’s “discovery that natural phenomena are inter-influencing elements of an interdependent whole, connected and interacting along an ‘invisible web of life,’ made Humboldt the first ecologist,” writes Pratt.

Wonder: Peter Wohlleben

Wohlleben

“Contemporary German forest ranger Peter Wohlleben belongs to the same school of Naturalphilosophie as Humboldt, bringing a similar sense of curiosity and wonder to his botanical observations,” says Pratt, who suggests that criticism aimed at his work arose in response to the anthropomorphic “voice” he uses—despite validation through the work of Dr. Suzanne Simard, Professor of Forest Ecology at the University of British Columbia.

Simard showed that trees “talk” to each other through electrical impulses as part of an underground network of fungi: “like fiber-optic internet cables.”

Pratt describes the events that led to Wohlleben’s path as an ecologist and his series of “hidden life of” books: he had become uncomfortable chopping down trees and spraying the forest with chemicals and became depressed when his superiors refused to consider his alternative methods. Wohlleben had decided to quit his job and emigrate to Sweden, when the town of Hummel decided to annul its state contract, reconstitute itself as a private preserve, and hire him to implement his innovations.

Wohlleben uses the findings of Simard and other scientists that trees communicate, nourish and heal each other. “It appears that the nutrient exchange and helping neighbors in times of need is the rule, and this leads to the conclusion that forests are superorganisms with interconnections much like ant colonies,” writes Wohlleben.

Wonder: Nina Munteanu

NinaWaterIs-Impakter

“In the same way that Peter Wohlleben approaches the hidden life of trees with a combination of scientific observation and enthusiastic wonder, in Water Is…The Meaning of Water,  Canadian limnologist Nina Munteanu observes the hidden properties of water with a scientist’s eye for detailed processes and a sense of amazement at their intricacies,” writes Pratt. “Echoing Humboldt’s discovery of the interwoven multiplicities of nature, [Munteanu] “transcends ‘Newtonian Physics and Cartesian reductionism aimed at dominating and controlling Nature’”:

“Science is beginning to understand that coherence, which exists on all levels—cellular, molecular, atomic and organic—governs all life processes. Life and all that informs it is a gestalt process. The flow of information is fractal and multidirectional, forming a complex network of paths created by resonance interactions in a self-organizing framework. It’s stable chaos. And water drives the process”—Nina Munteanu, Water Is…

“In addition to providing a gripping analysis of water science,” says Pratt, Nina Munteanu’s Water Is… “provides an encyclopedic trove of quirky observations, like how Galileo understood water flow, the Chinese character for water, Leonardo da Vinci’s water drawings, the Gaia Hypothesis, and David Bohm’s theory of flux.”

“the Gaia Hypothesis proposes that living and non-living parts of our planet interact in a complex network like a super-organism. The hypothesis postulates that all living things exert a regulatory effect on the Earth’s environment that promotes life overall…Much of nature – if not all of it – embraces this hidden order, which I describe as ‘‘stable chaos’”—Nina Munteanu, Water Is…

Reason: Yuval Noah Harari

YuvalNoahHarari

Israeli Historian, Harari sees Homo Sapiens as destructively self-serving. “Even in our earliest history,” Pratt tells us, “he suspects we were responsible for the extirpation of the Neanderthals. Everywhere we settled, mammoths and other megafauna suffered mass extinction. “The historical record,” he concludes, “makes Homo Sapiens look like an ecological serial killer.”

We are like the bully elbowing his way at school. And our casualties—such as the extinction of a dozen species a day—are innocence lost.

According to Harari, while the industrial revolution “liberated humankind from dependence on the surrounding ecosystem,” it provided no lasting benefit to the human race: “Many are convinced that science and technology hold the answers to all our problems…” but, “Like all other parts of our culture, it is shaped by economic, political and religious interests…We constantly wreak havoc on the surrounding ecosystem, seeking little more than our own comfort and amusement, yet never finding satisfaction.”

Human-Centred or Nature-Centred?

To answer Pratt’s first question: “Do we live in a world of wonder where Nature ultimately calls the shots or a world of reason where Homo Sapiens are in control?” she invokes global warming to suggest that we don’t have the last say in the planet’s welfare: “Aren’t these tumultuous catastrophes demonstrative of nature’s ability to rise over and against what we throw at it? Global warming may end civilization and perhaps the human species along with so many others we have destroyed, but are human beings really capable of engineering the destruction of the planet?  I doubt it.”

I concur. While humanity is capable of extensive natural destruction, Gaia will not only accommodate—it will prevail. Very soon—some think now already—Nature may no longer resemble that “friendly” and stable Holocene environment that we’ve come to rely on and exploit so heedlessly. Species will die out. Others will take their place in a shifting world.

As the first swell of the climate change tidal wave laps at our feet, we are beginning to see the planetary results of what humanity has helped create and exacerbate. Humanity has in many ways reached a planetary tipping point; a threshold that will be felt by all aspects of our planet—both animate and inanimate—as the planet’s very identity shifts.

One thing is certain: environments will cease to be hospitable for humanity. Compared with many other life forms, we actually have very narrow tolerances to stay healthy and survive:

  1. We need lots of water (70%)
  2. We freeze or cook beyond the 40-100 degree F range in a galaxy that goes from minus 400 at the moon’s south pole to 25 million degrees inside the sun
  3. We faint from lack of oxygen on our tallest mountains
  4. We need a pH balance of 6.5 to 7.5 to stay alive
  5. Ionizing radiation kills us at low concentrations
  6. Many compounds in the wrong amounts are toxic to us

But something will benefit. For every perturbation imposed there is adaptation and exploitation, stitched into the flowing tapestry of evolution. That is ecology.

Ecology studies relationships and change in our environment: how we interact, impact one another, change one another. Ecology studies individuals, communities and ecosystems and provides insight into the dynamics that cause and result from these interactions.

Diary Water cover finalIn my upcoming novel “A Diary in the Age of Water” (due in May 2020) a journaling limnologist in the near-future reflects on the acidified oceans in her current world: flagellates (microscopic plankton with flagella) have outcompeted diatoms (food for many species) and are mainstay of the box jellyfish—the top marine predator from the Proterozoic Era—that has overrun the entire ocean. The box jellyfish is currently overrunning Tokyo Bay. The story proceeds into the future when dead zones—currently found in the Gulf of Mexico, the mouth of the Mississippi River, Chesapeake Bay, Kattegat Strait, and Baltic Sea—occur on virtually every marine and freshwater coast; the AMOC eventually fails and the oceans grow toxic; sea level immerses Florida, the Pudong District, the entire Maldives, and dozens of coastal cities; and global temperature has triggered a heat-related epidemic involving heat shock proteins. This is a world very different from the one we have grown accustomed to; it is a harsh, hostile world that no longer treats us well; but it is a world, none the less.

Living with Natural Succession

One of the first things we learn in Ecology 101 is that change is the one constant in biology; systems endure by striking dynamic equilibria within a shifting tapestry. Succession—the natural procession of one community to another—lies at the core of a dynamic and functional ecosystem, itself evolving to another system through succession.

“Still immature and undeveloped, an oligotrophic lake often displays a rugged untamed beauty. An oligotrophic lake hungers for the stuff of life. Sediments from incoming rivers slowly feed it with dissolved nutrients and particulate organic matter. Detritus and associated microbes slowly seed the lake. Phytoplankton eventually flourish, food for zooplankton and fish. The shores then gradually slide and fill, as does the very bottom. Deltas form and macrophytes colonize the shallows. Birds bring in more creatures. And so on. As Nature tames the unruly lake over time, one thing replaces another. As a lake undergoes its natural succession from oligotrophic to highly productive eutrophic lake, its beauty mellows and it surrenders to the complexities of destiny. Minimalism yields to a baroque richness that, in turn, heralds extinction. The lake shrinks to a swamp then buries itself under a meadow.”—Nina Munteanu A Diary in the Age of Water

Ecology and Story

NaturalSelection-front-webIn a talk I give at conferences on “Ecology and Story”, I provide examples of extremophiles that have adapted to and thrive in extreme conditions on Earth.  The brine shrimp of Mono Lake—an endorheic lake that is extremely salty, anaerobic and alkaline—happily hatch in the trillions every year. The bacteria of Rio Tinto—toxic with heavy metals—thrive on the iron through a biofilm that protects them. Radiotrophic fungi feed on gamma radiation at the Chernobyl nuclear power plant. Life on Earth will endure and prevail—not despite but alongside humanity’s imposed ecological succession.

The question is, will we survive our own succession?

Literature of the Anthropocene

Memory of waterTerms such as eco-fiction, climate fiction and its odd cousin “cli-fi”, have embedded themselves in science fiction and literary fiction terminology; this fiction has attracted a host of impressive authors who write to its calling: Margaret Atwood, Emmi Itäranta, Jeff VanderMeer, Richard Powers, Barbara Kingsolver, Upton Sinclair, Ursula Le Guin, JoeAnn Hart, Frank Herbert, John Yunker, Kim Stanley Robinson, James Bradley, Paolo Bacigalupi, Nathaniel Rich, David Mitchell, Junot Diaz, Claire Vaye Watkins, J.G. Ballard, Marcel Theroux, Thomas Wharton—just to name a few. The list is growing. Of course, I’m on it too. Many of these works explore and illuminate environmental degradation and ecosystem collapse at the hands of humanity.

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Nina MunteanuNina Munteanu is an ecologist, limnologist and internationally published author of award-nominated speculative novels, short stories and non-fiction. She is co-editor of Europa SF and currently teaches writing courses at George Brown College and the University of Toronto. Visit www.ninamunteanu.ca for the latest on her books.