NotebookLM on CFFD scholarship

I would have expected that by now someone would have written a comparative analysis on pieces of scholarly writing on the Canadian campus fossil fuel divestment movement: for instance, engaging with both Joe Curnow’s 2017 dissertation and mine from 2022.

So, I gave both public texts to NotebookLM to have it generate an audio overview. It wrongly assumes that Joe Curnow is a man throughout, and mangles the pronunciation of “Ilnyckyj” in a few different ways — but at least it acts like it has read about the texts and cares about their content.

It is certainly muddled in places (though perhaps in ways I have also seen in scholarly literature). For example, it treats the “enemy naming” strategy as something that arose through the functioning of CFFD campaigns, whereas it was really part of 350.org’s “campaign in a box” from the beginning.

This hints to me at how large language models are going to be transformative for writers. Finding an audience is hard, and finding an engaged audience willing to share their thoughts back is nigh-impossible, especially if you are dealing with scholarly texts hundreds of pages long. NotebookLM will happily read your whole blog and then have a conversation about your psychology and interpersonal style, or read an unfinished manuscript and provide detailed advice on how to move forward. The AI isn’t doing the writing, but providing a sort of sounding board which has never existed before: almost infinitely patient, and not inclined to make its comments all about its social relationship with the author.

I wonder what effect this sort of criticism will have on writing. Will it encourage people to hew more closely to the mainstream view, but providing a critique that comes from a general-purpose LLM? Or will it help people dig ever-deeper into a perspective that almost nobody shares, because the feedback comes from systems which are always artificially chirpy and positive, and because getting feedback this way removes real people from the process?

And, of course, what happens when the flawed output of these sorts of tools becomes public material that other tools are trained on?

Notebook LM on this blog for 2023 and 2024

I have been experimenting with Google’s NotebookLM tool, and I must say it has some uncanny capabilities. The one I have seen most discussed in the nerd press is the ability to create an automatic podcast with synthetic hosts and any material which you provide.

I tried giving it my last two years of blog content, and having it generate an audio overview with no additional prompts. The results are pretty thought-provoking.

Milan Ilnyckyj Policy on Sincere Invitations

Please believe that this post is not prompted by any recent incident, but rather by something I have long observed and recently had some clarifying conversations about.

I have always been vexed and perplexed by insincere invitations of all kinds, when done out of politeness or as a kind of social reflex: “You must come to the house for lunch sometime…”

I do not like not knowing if a sincere offer is being made, and I do not like following up to have the offering party just awkwardly never get to the point of saying that an invitation had not been sincere.

For the benefit of my friends, colleagues, and relations, I will briefly and simply enunciate my own policy so that you may understand what an invitation from me means:

My invitations are sincere.

Specifically, they are not insincere in that I am not actually proposing to do the thing suggested. If I suggest having lunch sometime, I do really mean to break out calendars and arrange and execute such a plan. If you say yes and the fates allow, there will be lunch.

They are also not insincere in the sense of being a coded signal for something else. I am curious about a limitless number of things, so if I suggest we take a walk sometime and have a detailed discussion on some subject, or take a bike ride around the city, or whatever – I do actually, literally, specifically mean we should do those things.

Thank you for your attention.

Life in an inhospitable future

Because you’re going to need shelter — and people don’t give their homes away. They barricade themselves in.

So, sooner or later, exhausted and desperate, you may have to make the decision to give up and die — or, to make somebody else give up and die because they won’t accept you in their home voluntarily.

And what, in your comfortable urban life, has ever prepared you for that decision?

From episode 1 of James Burke’s 1978 TV series “Connections”, entitled: “The Trigger Effect“.

Libraries as sanctuaries

At least since elementary school, I have loved the combination of charms offered by libraries, perhaps chief among them the provision of a serene space for concentration and thought with the freedom indiscriminately granted to take an interest in anything from the collection. I remember at my elementary school library, at Cleveland Elementary School, there were wooden-drawered filing cabinets for index cards. I remember the age-yellowed peculiar tinge and feeling of the index cards, perhaps made by hand on a typewriter, and the feeling of avenues into knowledge being revealed through the process of beginning with any topic of interest and working from books to index to books to begin tracing paths on rivers of thought and language that exist to help us each understand the world.

The first massive library which I was free to explore was the colosseum-inspired Central Branch of the Vancouver Public Library, which was approved by referendum in 1990 and opened for public use in 1995. My friend Chevar and I were excused by our parents from school to attend the grand opening, which included a massive chocolate cake in the shape of the building’s unique form. For visitors to Vancouver, I strongly recommend going up to the appropriate floors to try the sky bridges and outer seating areas available on the far side of the central atrium. It’s a place where I read happily until I stopped being a Vancouver resident, and I can still remember the way the brand-new-library smell evolved into a stable characteristic odor with a hint of escalator oil and rubber as base notes.

Another example of Canada’s dishonest climate policy

These linguistic evasions demonstrate both our continuing lack of seriousness about climate change and how the public policy agenda remains captured by the fossil fuel industry protecting its narrow interests:

Western premiers push back as Guilbeault calls for ‘phase-out of unabated fossil fuels’

We know that greenhouse gases are the cause and there is no solution to climate change without fossil fuel abolition, but we are stuck talking about a “phase down” instead of elimination, and using the magical idea of “abated” fossil fuels to use a technology that does not exist at scale (carbon capture and storage) to justify continued fossil fuel development.

Pip’s guilt

“He was a world of trouble to you, ma’am,” said Mrs. Hubble, commiserating my sister.

“Trouble?” echoed my sister; “trouble?” and then entered on a fearful catalogue of all the illnesses I had been guilty of, and all the acts of sleeplessness I had committed, and all the high places I had tumbled from, and all the low places I had tumbled into, and all the injuries I had done myself, and all the times she had wished me in my grave, and I had contumaciously refused to go there.

Dickens, Charles. Great Expectations. 1861.

My hand-crafted text guarantee

Long ago, I turned off autocorrect on my phone. Sure it would sometimes turn a typo into a properly typed word, saving me a second or two — but whenever it turned something correct or outside the dictionary into something wrong, it would annoy me enough to undo the value of hundreds of correct corrections.

Now the world is abuzz with ChatGPT and its ilk of so-called articial intelligence that writes. Even people who I know are excited about using it as a labour-saving device or for tedious tasks.

I will not.

While I have worked in a variety of job positions, the common characteristic has been the centrality of writing. I am a writer first and foremost, though I have never held that formal job title, and it is important to me and to me my readers that the sentences, paragraphs, and documents I produce came from my own mind and took advantage of my abilities to express a thought in a comprehensible way, as well as to imagine what impression it will make on the reader and adapt my language accordingly.

To call ChatGPT-style AIs stupid and likely to be wrong gives them far too much credit. You need some intelligence in order to have a low level of it, such as stupidity. You need to have the slightest ability to distinguish right from wrong claims in order for readers to be truly confident that what you have produced is accurate or inaccurate. A highly sophisticated parrot which regurgitates fragments of what it found online can clearly be very convincing at imitating thinking, but it’s a deceptive imitation and not the real thing. A ChatGPT-style AI will blithely repeat common falsehoods because all it is doing is telling you what sort of writing is probable in the world. At best, it gives you the wisdom of the crowd, and the whole basis of academic specialization, peer review, and editing from publishing houses is that serious texts should meet a much higher standard.

My pledge to people who read my writing — whether in academic papers, job applications, love letters, blog posts, books, text messages, or sky-writing — can be confident that it came from my own brain and was expressed using my own words and reasoning. I will never throw a bullet point into a text generator to expand it out into a sentence or paragraph, or use an AI to automatically slim down or summarize what I have written.

My writing is hand-crafted and brain-crafted. In a world where there will be more and more suspicion that anything a person wrote was actually co-written by a parrot with godlike memory but zero understanding, I think that kind of guarantee will become increasingly valuable. Indeed, part of me feels like we ought to make an uncontaminated archive of what has been written up until about now, so we at least have a time capsule from before laziness drove a lot of us to outsource one of the most essential and important human activities (writing) to a tech firm’s distillation of the speculative and faulty babble online, or even some newer language model trained only with more credible texts.

It is also worth remembering that as ease-of-use leads language models to produce a torrent of new questionable content, the training sets for new models that use the internet as a data source will increasingly be contaminated by nonsense written earlier by other AIs.

The soundest base for a diagnosis

So much depends on style, that factor of which we are growing more and more suspicious, that although the tendency of criticism is to explain a writer either in terms of his sexual experience or his economic background, I still believe technique remains the soundest base for a diagnosis, that it should be possible to learn as much about an author’s income and sex-life from one paragraph of his writing as from his cheque stubs and his love-letters, and one should also be able to learn how well he writes, and what are his influences. Critics who ignore style are liable to lump good and bad writers together in support of pre-conceived theories.

Connoly, Cyril. Enemies of Promise. George Routledge & Sons, Ltd. Broadway House: 68–74 Carter Lane, E.C. 1938