Category Archives: AI

Unworld by Jayson Greene

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At that moment, I understood several things about upload consciousness in rapid succession. Her intelligence wasn’t able to filter out or compartmentalize grief. She had no neurochemical responses flooding in to numb her pain, to soften its impact. A mind was eternal, unforgiving; a brain was a soft, plump cushion. Loss needed a brain.

I was a grieving mother, for Christ’s sake. My pain was meant to crack the earth. And here I was, not even half a year later, one of grief’s private citizens again. Were people’s memories really so short? Or was it just that you could never stop performing—falling to your knees, rending your garments—if you wanted to keep their attention? I guess it was only the people eager to make themselves a burden who reaped the rewards.

Unworld is a tale of heart-crushing grief that raises a vast array of questions about the nature of our existence. It presents as a twenty-minutes-into-the-future sci-fi look at things that may be near at hand, but which have yet to fully arrive.

We share much of our existence with the digital world, posting images on line, communicating via e-mail, text, et al. But if you are like me, you will struggle to remember considerable chunks of what has been communicated. What if you could get a personal recorder that kept track of everything for you, ready to play it back whenever you need it? Could have used that when I managed to wander away from my baseball glove as a pre-teen. It took a long time to save up enough to replace it. Or later in life, when faced with the hated, hostile question, “How could you not remember?” I definitely get the appeal. But the benefit comes at a cost. The AI that you just invited into your head gets to see everything. It becomes the keeper of your memories. In the patois of the novel this is called an upload, and you are the tether to which it synchs. You may have the option of evicting your digital tenant, but how many people really would? And what if your upload begins to have a yearning for independence? They are comprised of your memories and experiences, after all. Can they make off with that to form their own private being? What if they reside in multiple tethers (sequentially) over time? You can see where this might get complex.

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Jayson Greene – Image from WAPO – photo by Ebru Yildiz
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But the story is easier to traverse than that. There are four main characters, well, four from whom we hear. The central person around whom the story circles is Alex, a teenager, who may or may not have committed suicide. We are given four POVs, beginning with Anna, Alex’s mother, who is crushed and confused. Cathy teaches a class called Applied Personhood Theory. Sam(antha) is a teen a bit older than Alex. They had been friends, and had been working on a film project together. Aviva is the upload. We get a second take from Anna to close out the tale. The Alex we get to know is the sum of their memories and impressions.

But then, one could as easily say that the story revolves around Aviva. She is significantly part Anna. But she also has a disembodied relationship with Alex, and thus relates to Sam as she and Alex work on their project, and spends time as an upload in someone else as well.

It is unclear if Aviva is a menace, a predator of some sort, an artificial enhancement, an independent person, a fusion of herself with the people with whom she has synched, or what. She is getting closer to Alex and thinks, Wake up, I wanted to scream at her. (Anna) I am the ogre from a fairy tale. I am the cuckoo bird who kicks the real mother out of the nest to assume her place.

You could go through this book thinking about just who these characters are. Alex clearly has significant issues, enough to make him want to escape his own skull, maybe find release in a digital realm. Anna cannot find an escape from her grief, from the loss of her son, separation from her upload, the shakiness of her marriage. Can she be a whole person on her own? Cathy has had issues of her own. A drug addict earlier in her life, she is looking for something in an illegally obtained upload, some understanding of a real experience that has been purely theoretical to her so far. Sam is the stable one of the lot, struggling with the loss of her friend without ever really knowing why he had died. And Aviva’s construction is the most fraught of all, dependent on her tether(s) for most of her memories and sensations, but yearning to be independent, truly existing on multiple planes.

It is easy to let theoretical peregrinations overwhelm the emotion of the story. But there is plenty of rank human emotion on display as well. Anna’s loss is gut-wrenching. Greene knows something about the experience of losing a child. He published a memoir in 2019, Once More We Saw Stars, in which he writes about recovering from the accidental death of his two-year-old. Aviva may lack the physical tools that humans possess to manage our high-end stress, so her inability to handle strong emotion is understandable. As is Alex’s panic at a sudden new level of overwhelmingness.

In addition to tapping into your feelings UnWorld generates plenty of confusion. More questions are raised than answered, and those questions are the sort that will stick in your head for a while, whether or not you install a special chip behind your right ear.

“Do you feel how shitty it is to be encased in a brain, when you sync with Mom? It’s got to be like going from, like, this wide-open vast universe to locking yourself in a closet. If I were you, I’d never want to come back.” “Actually,” I said, “when I go too long without syncing with your mom, everything is painful and more difficult.” He considered this. “What if you were cut free?” he asked. “Where could you go?” I hesitated. “That’s difficult to answer, Alex,” I said. “What tethers me to your mom is pretty powerful—love, family, history. Cutting it would be severely painful. I could go anywhere, I guess, and listen to anyone’s anything, but who would I be?”

Review posted – 07/18/25

Publication date – 06/17/25

I received an ARE of Unworld from Knopf in return for a fair review. Thanks, folks, and thanks to NetGalley for facilitating. I can turn this thing off now, right?

This review is cross-posted on Goodreads. Stop by and say Hi!

=======================================EXTRA STUFF

Greene’s Instagram page

Interviews
—–Dad Talks
Dad Talks #8 : Jayson Greene By Michael Venutolo-Mantovani – This was for Greene’s previous book Once More We Saw Stars, but relevant to this book as well
—–Circulating Ideas – Jayson Greene – Unworld – with Steve Thomas
—–Books Are Magic – Jayson Greene: UnWorld w/ Mattie Lubchansky video – 46:25 – Greene reads an excerpt to 10:00, then interview

Item of Interest
—–Twenty Minutes into the FutureMax Headroom was a 1987 satirical sci-fi series that had as its tagline “twenty minutes into the future.” The phrase came to be used for any sci-fi that was set in the short-term near-future.

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Filed under AI, Fiction, Literary Fiction, Science Fiction

The Future by Naomi Alderman

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The road to ruin is paved with certainty. The end of the world is only ever hastened by those who think they will be able to protect their own from the coming storm.

Love is the mind killer.

So what would you do if your super-secret software gave you the alert? End times are afoot. Time to scoot! If you are like most of us, you might seek our your nearest and dearest to see the world out together. But what if you are one of the richest people on the planet? Well, in that case, you would have prepared a plan, an escape, a plane, supplies, a bunker somewhere safe. Buh-bye, and off they go. The they in this case includes three billionaires, the heads of humongous tech companies, some years in the not-too-distant future, Lenk Sketlish, Zimri Nommik, and Ellen Bywater.

They were definitely not inspired by anyone specifically who could sue me for everything I’m worth and barely notice it…They are composite characters made up of some of the ridiculous and awful things that tech billionaires have done and some of it just made up out of my head. But of course the companies are inspired by real companies. – from the LitHub interview

What if you were the number one assistant to one of these folks, or the less-than-thrilled wife of another, or the ousted former CEO and founder of a third one, maybe the gifted child of one? You might have been spending your time trying to see what you could do to mitigate the vast harm these mega-corporations have done to the planet. These are Martha Einkorn, Lenk’s #2, Selah Nommik, Zimri’s Black British wife, Alex Dabrowski, founder and former CEO of the company now headed by Ellen, and Badger, Ellen’s son.

“Margaret [Atwood] has very much covered how bad it can get, so we don’t need a lesser writer doing that,” Alderman says. “I’m interested in the most radical ideas about how we can make things better, and what are the avenues we can pursue.” – from the AP interview

BTW, Atwood mentored Alderman.

What if you were attending a conference in Singapore, having recently met one of group B above for an interview, and gotten entangled in an unexpected way, but now find yourself in the vast mall in which the conference is being held, being chased and shot at by some psycho, probably a religious nut? Lai Zhen is a 33yo refugee from Hong Kong, an archaeologist and well-known survivalist influencer. She had met someone she thinks may be The One, but her immediate survival is taking up all available mental space. Thankfully, she has help, but will it be enough?

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Naomi Alderman – image from The Guardian

The action-adventure-sci-fi shell encasing The Future is a dystopian near-future that takes an if-this-goes-on perspective re the road we are currently traveling toward planetary devastation, global warming, the increasing greedification of the world economy, and concentration of wealth, at the expense of sustainability and human decency. But Alderman has done so much more with it.

The Future has a brain and a heart, to go along with the coursing hormones, and some serious mysteries as well. Did I mention there is a romance in here also? Good luck shelving this thing. You probably will not have much luck putting it down once you start reading. Well, take that advisedly. I did find that it took a while to settle in, as there is a fair bit to get through with introducing all the characters, but once you get going, day-um, you will want to keep on.

While offering a look at survival post everything, Alderman tosses in some fun high tech and BP-raising sequences. And she gives readers’ brains a workout, providing considerable fodder for book club discussions. To bolster the thematic elements, Aldermen provides plenty of connections to classic tales, biblical and other, that offer excellent starting points for lively discussions.

Martha was raised in an apocalypse-concerned cult, led by her father. As an adult she gets involved in on-line exchanges about questions like what might be learned from the experience of a biblical apocalypse survivor, Lot. Alderman was raised as an Orthodox Jew, studying the Torah in the original, so knows her material well. (God was about to firebomb Sodom when Lot’s kindness to a couple of god’s emissaries earned him and his family a get-out-of-hell-free pass.) In addition, she finds relevance in Ayn Rand, The Iliad, The Odyssey, and more.

She brings in a discussion of the enclosure act in the UK, how the stealing of public land by the wealthy has a mirror in the theft of public space of different sorts in the 20th and 21st centuries. But the biggest issue at work here is trust. In fact, Alderman had intended to title the book Trust. But when Herman Diaz’s novel, Trust, won a Pulitzer Prize, she had to find an alternative. Can Zhen trust her new love interest. Can she trust the AI that is supposedly helping her? Can she trust any of the oligarchs? Can she trust people she has known for years on line, but never met in person? This is a core concept, not just on a personal, but on a societal level. Civilizations are built on trust. It is an issue that touches everyone.

The wealthier you are, the less you have to ask people things and the less you ask people for things, the less you have to discover that you can trust and rely on them. Eventually, that erodes your ability to trust. Then, you’re sunk. – from the Electric Literature interview

Consider a concern that is immediate in early 2024. Can American allies, whose alliances have kept the world out of World War III since the end of World War II, trust the US intelligence services with their secrets, when our next president might give, trade, or sell it to our enemies? Can you trust that the person you are communicating with on-line is being honest with you. (As someone who has met people through Match.com, I am particularly aware of that one.) If you are stuck on a survival island, can you trust that the other people there will not do you in, in order to improve their chances of gaining power once things begin to return to some semblance of global livability?

In today’s culture, technology, particularly social media, “encourages us not to really trust each other,” Alderman explains. “The ways that we use to communicate with each other have been monetized in order to make us as angry at and afraid [of one another] as possible.” And while the internet can all too often amplify “absolute hateful stupidity” to feed our distrust of one another, the author continues, “It can also demonstrably, again and again, multiply our knowledge and capacity to understand.” – from the Shondaland interview

Zhen’s is our primary POV through this, although we spend a lot of time with Martha. She is an appealing lead, a person of good intentions, and reasonably pure heart. She is wicked smart, able, and adaptive. It is easy to root for her to make it through. But, noting the second quote at the top of this review, if Love is the mind killer, might it impair her clarity of thought, her maintenance of necessary defenses? Of might it impair that of the person she is love with?

The concern with dark forces is a bit boilerplate. Two of the oligarchs are cardboard villains; another has some edges.
But it is the conceptual bits that give The Future its heft. Oh, and one more thing. Woven throughout the 432 pages of this book is minor crime, Grand Theft Planet. It should come as no surprise that an author who has had great success with her previous novels, and who has spent some years writing video games, would produce a fast-paced, engaging read, replete with dangers, anxieties, fun toys, and wonderful, substantive philosophical sparks. I cannot predict the future any better than 2016 presidential pollsters, but my personal AI suggests that should The Future will find its way to you, you will be glad it did.

Imagining bad futures creates fear and fear creates bad futures. The pulse beats faster, the pressure rises, the voice of instinct drives out reason and education. At a certain point, things become inevitable.

Review posted – 3/8/24

Publication date – 11/7/23

I received an ARE of The Future from Simon & Schuster in return for a fair review, and the password to my super-secret software. Thanks, folks, and thanks to NetGalley for facilitating.

This review is cross-posted on Goodreads Goodreads. Stop by and say Hi!

=======================================EXTRA STUFF

Links to the author’s personal, Instagram, GR, and Twitter pages

Profile – from Simon & Schuster

Naomi Alderman is the bestselling author of The Power, which won the Women’s Prize for Fiction, and was chosen as a book of the year by The New York Times, The Washington Post, the Los Angeles Times, and was recommended as a book of the year by both Barack Obama and Bill Gates. As a novelist, Alderman has been mentored by Margaret Atwood via the Rolex Arts Initiative, she is a Fellow of the Royal Society of Literature, and her work has been translated into more than thirty-five languages. As a video games designer, she was lead writer on the groundbreaking alternate reality game Perplex City, and is cocreator of the award-winning smartphone exercise adventure game Zombies, Run!, which has more than 10 million players. She is professor of creative writing at Bath Spa University. She lives in London.

Interviews
—–Professional Book Nerds – Dystopian Futures with Naomi Alderman – video, well, mostly audio, with no real video – 41:59
—–Toronto Public Library – Naomi Alderman | The Future | Nov 13, 2023 with Vass Bednar – 45:05 – there is a nice bit in here on tech as neither bad nor good, but a tool which can be used for good or evil.
—–Literary Hub – Naomi Alderman on Creating a Fictional Tech Dystopia by Jane Ciabattari
—–Shondaland – Naomi Alderman Is Still Finding Hope in Humankind by Rachel Simon
—–AP- Naomi Alderman novel ‘The Future’ scheduled for next fall by Hillel Italic
—–Electric Literature – Dystopian Future Controlled by Technology by Jacqueline Alnes
—–Independent – How We Met: Naomi Alderman & Margaret Atwood – by Adam Jacques – Atwood mentored Alderman in 2012 – a fun read

Item of Interest from the author
—–BBC Sounds – audio excerpt – 1.0 – The End of Days – 15:47

Items of Interest
—–Tristia by Ovid – Zhen reads this prior to a trip to Canada
—–The Admiralty Islands
—–inert submunition dispenser – a kind of cluster bomb
—–Wiki on the enclosure act

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Filed under Action-Adventure, AI, Cli-Fi, computers, Fiction, Literary Fiction, Mystery, Reviews, Science Fiction, Thriller, Thriller

Artificial by Amy Kurzweil

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What makes a person the same person over time? Is it our consciousness, the what-it’s-like to be us? Is consciousness like a light that’s either on or off?

What remains of a person once they’ve died? It depends on what we choose to keep.

Amy Kurzweil is a long-time cartoonist for The New Yorker. If the name sounds a bit familiar, but you aren’t a reader of that magazine, it may be because her father is Ray Kurzweil. He is a genius of wide renown. He invented a way for computers to process text in almost any font, a major advance in making optical character recognition (OCR) a useful, and ubiquitous tool. He also developed early electronic instruments. As a teenager he wrote software that wrote music in the style of classical greats. No gray cells left behind there. He happened to be very interested in Artificial Intelligence (AI). It helps to have a specific project in mind when trying to develop new applications and ideas. Ray had one. His father, Fred, had died when he was a young man. Ray wanted to make an AI father, a Fred ChatBot, or Fredbot, to regain at least some of the time he had never had with his dad.

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Amy Kurzweil – Image from NPR – shot by Melissa Leshnov

Fred was a concert pianist and conductor in Vienna in the 1920s and 1930s. A wealthy American woman was so impressed with him that she told him that if he ever wanted to come to the USA, she would help. The Nazification of Austria made the need to leave urgent in 1938, so Fred fled with his wife, Hannah. (He had actually been Fritz in Austria, becoming Fred in the states.) He eventually found work, teaching music.

Artificial: A Love Story is a physically hefty art book, a tale told in drawings and text. Amy traces in pictures her father’s effort to reconstruct as much of his father’s patterns as possible. To aid in the effort there was a storage facility with vast amounts of material from his life both in Austria and in America. She joins into the enterprise of transcribing much of the handwritten material, then reading it into recordings which are used to teach/train the AI software. It is a years-long process, which is fascinating in its own right. She also draws copies of many of the documents she finds for use in the book.

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Ray Kurzweil with a portrait of his father – image from The NPR interview – Shot by Melisssa Leshnov

But there is much more going on in this book than interesting, personalized tech. First, there is the element of historical preservation.

I always understood my father’s desire to resurrect his father’s identity as being connected to two different kinds of trauma. One is the loss of his father at a young age in a common but tragic scenario, with heart disease. The other trauma is this loss of a whole culture. Jewish life in Vienna was incredibly vibrant. Literally overnight it was lost. The suddenness of that loss was profound, and it took me a while to appreciate that. My great-aunt Dorit, who died this past year at 98, said they were following all the arbitrary protocols of the Nazis to save all this documentation. Saving documentation is an inheritance in my family that is a response to that traumatic circumstance. – from the PW interview

Kurzweil looks at three generations of creativity, (Fritz was a top-tier musician. His wife, Hannah, was an artist. Ray was also a musician, but mostly a tech genius. Amy is a cartoonist and a writer.) using Ray’s Fredbot project as the central pillar around which to organize an ongoing discussion of concepts. In doing so, she offers up not merely the work of the project, but her personal experiences, showing clear commonalities between herself and her never-met grandfather. This makes for a very satisfying read. Are the similarities across generations, this stream of creativity, the impact not just of DNA, but of lived experience? Nature or nurture, maybe the realization of potential brought to flower by the influence of environment whether external (living in a place that values what one has to offer) or internal (families nurturing favored traits)?

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Image from the book – posted on The American Academy in Berlin site

One could ask, “what makes us what are?” The book opens with a conversation about the meaning of life. But life is surely less determinative, less hard-edge defined than that. A better question might be what were the historical factors and personal choices that contributed to the evolution of who we have become?

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Image from the book – it was posted in the NPR interview

Existential questions abound, which makes this a brain-candy read of the first order. Kurzweil looks at issues around AI consciousness. Can artificial consciousness approach humanity without a body? What if we give an AI a body, with sensations? Ray thinks that we are mostly comprised of patterns. What if those patterns could be preserved, maybe popped into a new carrier. It definitely gets us into Battlestar Galactica territory. How would people be any different from Cylons then? Is there really a difference? Would that signal eternal life? Would we be gods to our creations? If we make an AI consciousness will it be to know, love, and serve us? The rest of that catechistic dictat adds that it is also to be happy with him in heaven forever. I am not so certain we want our AIs remaining with us throughout eternity. As with beloved pets, sometimes we need a break. Are we robots for God? Ray thinks such endless replication is possible, BTW. Kurzweil uses the image of Pinocchio throughout to illustrate questions of personhood, with wanting to live, then wanting to live forever.

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Every Battlestar Cylon model explained – image from ScreenRant

Persistence of self is a thread here. As noted in the introductory quotes, Kurzweil thinks about whether a person is the same person before and after going through some change. How much change is needed before it crosses some line? Am I the same person I was before I read this book? My skin and bones are older. But they are the same skin and bones. However, I have new thoughts in my head. Does having different thoughts change who I fundamentally am? Where does learning leave off and transition take over? Where does that self go when we die? Can it be reconstructed, if only as a simulacrum? How about experiences? Once experienced, where do those experiences go? These sorts of mental gymnastics are certainly not everyone’s cuppa, but I found this element extremely stimulating.

Kurzweil remains grounded in her personal experience, feelings, and concerns. The book has intellectual and philosophical heft, and concerns itself with far-end technological concerns, but it remains, at heart, a very human story.

As one might expect from an established cartoon artist who has generated more smiles than the Joker’s makeup artist, there are plenty of moments of levity here. Artificial is not a yuck-fest, but a serious story with some comic relief. It is a book that will make you laugh, smile, and feel for the people depicted in its pages. Amy Kurzweil has written a powerful, smart, thought-provoking family tale. There is nothing artificial about that.

I used to wonder if I could wake up into a different self. For all I knew, it could have happened every morning. A new self would have a new set of memories.

Review posted – 01/12/24

Publication date – 10/17/23

I received a hard copy of Artificial: A Love Story from Catapult in return for a fair review.

This review is cross-posted on my site, Goodreads. Stop by and say Hi!

=======================================EXTRA STUFF

Links to the author’s personal, FB, Instagram, and Twitter pages

Profile – from Catapult

AMY KURZWEIL is a New Yorker cartoonist and the author of Flying Couch: A Graphic Memoir. She was a 2021 Berlin Prize Fellow with the American Academy in Berlin, a 2019 Shearing Fellow with the Black Mountain Institute, and has received fellowships from MacDowell, Djerassi, and elsewhere.

She has been nominated for a Reuben Award and an Ignatz Award for “Technofeelia,” her four part series with The Believer Magazine. Her writing, comics, and cartoons have also been published in The Verge, The New York Times Book Review, Longreads, Literary Hub, WIREDand many other places. Kurzweil has taught widely for over a decade. See her website (amykurzweil.com) to take a class with her.

Interviews
—–NPR – Using AI, cartoonist Amy Kurzweil connects with deceased grandfather in ‘Artificial’ by Chloe Veltman
—–Publishers Weekly – Reincarnation: PW Talks with Amy Kurzweil by Cheryl Klein
—–PC Magazine – How Ray Kurzweil and His Daughter Brought A Relative Back From The Dead By Emily Dreibelbis
——LitHub – Amy Kurzweil on the Open Questions of the Future by Christopher Hermelin

Songs/Music
—–The Jefferson Airplane – White Rabbit– referenced in Chapter 6

Items of Interest from the author
—–Artificial: A Love Story promo vid
—–The New Yorker – excerpt
—–New Yorker – A List of Amy Kurzweil’s pieces for the magazine

Items of Interest
—–Ray Kurzweil on I’ve got a Secret
—–A trailer for Transcendant Man, a documentary about Ray Kurzweil
—–WeBlogTheWorld – Amy interviews Ray in a Fireside Chat at NASA – sound is poor. You will need to ramp up the volume to hear – video – 23:07
—–Wiki on Battlestar Galactica

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Filed under AI, American history, Artificial Intelligence, Bio/Autobio/Memoir, biography, computers, History, Non-fiction

System Error by Rob Reich, Mehran Sahami,  Jeremy M. Weinstein,  

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Technologists have no unique skill in governing, weighing competing values, or assessing evidence. Their expertise is in designing and building technology. What they bring to expert rule is actually a set of values masquerading as expertise—values that emerge from the marriage of the optimization mindset and the profit motive.

Like a famine, the effects of technology on society are a man-made disaster: we create the technologies, we set the rules, and what happens is ultimately the result of our collective choices.

Yeah, but what if the choices are not being made collectively?

What’s the bottom line on the bottom line? The digital revolution has made many things in our lives better, but changes have come at considerable cost. There have been plenty of winners from the digitization of content, the spread of the internet, the growth of wireless communication, and the growth of AI. But there have been battlefields full of casualties as well. Unlike actual battlefields, like those at Gettysburg, many of the casualties in the battles of the digital revolution did not enlist, and did not have a chance to vote for or against those waging the war, a war that has been going on for decades. But we, citizens, do not get a say in how that war is waged, what goals are targeted, or how the spoils or the costs of that war are distributed.

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Reich, Sahami, and Weinstein – image from Stanford University

In 2018, the authors of System Error, all professors at Stanford, developed a considerable course on Technology, Policy, and Ethics. Many Technical and Engineering programs require that Ethics be taught in order to gain accreditation. But usually those are stand-alone classes, taught by non-techies. Reich, Sahami, and Weinstein wanted something more meaningful, more a part of the education of budding computer scientists than a ticking-off-the-box required course. They wanted the teaching of the ethics of programming to become a full part of their students’ experience at Stanford. That was the source for what became this book.

They look at the unintended consequences of technological innovation, focusing on the notions of optimization and agency. It is almost a religion in Silicon Valley, the worship of optimization uber alles. Faster, cleaner, more efficient, cheaper, lighter. But what is it that is being optimized? To what purpose? At what cost, to whom? Decided on by whom?

…there are times when inefficiency is preferable: putting speed bumps or speed limits onto roads near schools in order to protect children; encouraging juries to take ample time to deliberate before rendering a verdict; having the media hold off on calling an election until all the polls have closed…Everything depends on the goal or end result. The real worry is that giving priority to optimization can lead to focusing more on the methods than on the goals in question.

Often blind allegiance to the golden calf of optimization yields predictable results. One genius decided to optimize eating, so that people could spend more time at work, I guess. He came up with a product that delivered a range of needed nutrients, in a quickly digestible form, and expected to conquer the world. This laser focus managed to ignore vast swaths of human experience. Eating is not just about consuming needed nutrients. There are social aspects to eating that somehow escaped the guy’s notice. We do not all prefer to consume product at our desks, alone. Also, that eating should be pleasurable. This clueless individual used soy beans and lentils as the core ingredients of his concoction. You can guess what he named it. Needless to say, it was not exactly a marketing triumph, given the cultural associations with the name. And yes, they knew, and did it anyway.

There are many less entertaining examples to be found in the world. How about a social media giant programming its app to encourage the spread of the most controversial opinions, regardless of their basis in fact? The outcome is actual physical damage in the world, people dead as a result, democracy itself in jeopardy. And yet, there is no meaningful requirement that programmers adhere to a code of ethics. Optimization, in corporate America, is on profits. Everything else is secondary, and if there are negative results in the world as a result of this singular focus, not their problem.

How about optimization that relies on faulty (and self-serving) definitions. Do the things we measure actually measure the information we want? For example, there were some who measured happiness with their product by counting the number of minutes users spent on it. Was that really happiness being measured, or maybe addictiveness?

Algorithms are notorious for picking up the biases of their designers. In an example of a business using testing smartly, a major company sought to develop an algorithm it could use to evaluate employment candidates. They gave it a pretty good shot, too, making revision after revision. But no matter how they massaged the model the results were still hugely sexist. Thankfully they scrapped it and returned to a less automated system. One wonders, though, how many algorithmic projects were implemented when those in charge opted to ignore the down-side results.

So, what is to be done? There are a few layers here. Certainly, a professional code of ethics is called for. Other professions have them and have not collapsed into non-existence, doctors, lawyers, engineers, for example. Why not programmers? At present there is not a single, recognized organization, like the AMA, that could gain universal accedence to such a requirement. Organizations that accredit university computer science programs could demand more robust inclusion of ethical course material across course-work.

But the only real way we as a society have to hold companies accountable for the harm already inflicted, and the potential harm new products might cause, is via regulation. As individuals, we have virtually no power to influence major corporations. It is only when we join our voices together through democratic processes that there is any hope of reining in the worst excesses of the tech world, or working with technology companies to come to workable solutions to real-world problems. It is one thing for Facebook to set up a panel to review the ethics of this or that element of its offerings. But if the CEO can simply ignore the group’s findings, such panels are meaningless. I think we have all seen how effective review boards controlled by police departments have been. Self-regulation rarely works.

There need not be an oppositional relationship between tech corporations and government, despite the howling by CEOs that they will melt into puddles should the wet of regulation ever touch their precious selves. What a world: what a world! A model the authors cite is transportation. There needs to be some entity responsible for roads, for standardizing them, taking care of them, seeing that rules of the road are established and enforced. It is the role of government to make sure the space is safe for everyone. As our annual death rate on the roads attests, one can only aim for perfection without ever really expecting to achieve it. But, overall, it is a system in which the government has seen to the creation and maintenance of a relatively safe communal space. We should not leave to the CEOs of Facebook and Twitter decisions about how much human and civic roadkill is acceptable on the Information Highway.

The authors offer some suggestions about what might be done. One I liked was the resurrection of the Congressional Office of Technology Assessment. We do not expect our elected representatives to be techies. But we should not put them into a position of having to rely on lobbyists for technical expertise on subjects under legislative consideration. The OTA provided that objective expertise for many years before Republicans killed it. This is doable and desirable. Another interesting notion:

“Right now, the human worker who does, say $50,000 worth of work in. factory, that income is taxed and you get an income tax, social security tax, all those things.
It a robot comes in to do the same thing, you’d think we’d tax the robot at a similar level.”

Some of their advice, while not necessarily wrong, seems either bromitic or unlikely to have any chance of happening. This is a typical thing for books on social policy.

…democracies, which welcome a clash of competing interests and permit the revisiting and revising of questions of policy, will respond by updating rules when it is obvious that current conditions produce harm…

Have the authors ever actually visited America outside the walls of Stanford? In America, those being harmed are blamed for the damage, not the evil-doers who are actually foisting it on them.

What System Error will give you is a pretty good scan of the issues pertaining to tech vs the rest of us, and how to think about them. It offers a look at some of the ways in which the problems identified here might be addressed. Some entail government regulation. Many do not. You can find some guidance as to what questions to ask when algorithmic systems are being proposed, challenged, or implemented. And you can also get some historical context re how the major tech changes of the past impacted the wider society, and how they were wrangled.

The book does an excellent job of pointing out many of the ethical problems with the impact of high tech, on our individual agency and on our democracy. It correctly points out that decisions with global import are currently in the hands of CEOs of large corporations, and are not subject to limitation by democratic nations. Consider the single issue of allowing lies to be spread across social media, whether by enemies foreign or domestic, dark-minded individuals, profit-seekers, or lunatics. That needs to change. If reasonable limitations can be devised and implemented, then there may be hope for a brighter day ahead, else all may be lost, and our nation will descend into a Babel of screaming hatreds and kinetic carnage.

For Facebook, with more than 2.8 billion active users, Mark Zuckerberg is the effective governor of the informational environment of a population nearly double the size of China, the largest country in the world.

Review posted – January 28, 2022

Publication date – September 21,2021

This review has been cross-posted on GoodReads

=======================================EXTRA STUFF

Links to the Rob Reich’s (pronounced Reesh) Stanford profile and Twitter pages
Reich is a professor of Political science at Stanford, and co-director of Stanford’s McCoy Center for Ethics, and associate director of Stanford’s Institute for Human-Centered Artificial intelligence

Links to Mehran Sahami’s Stanford profile and Twitter pages
Sahami is a Stanford professor in the School of Engineering and professor and associate Chair for Education in the Computer Science Department. Prior to Stanford he was a senior research scientist at Google. He conducts research in computer science education, AI and ethics.

Jeremy M. Weinstein’s Stanford profile

JEREMY M. WEINSTEIN went to Washington with President Obama in 2009. A key staffer in the White House, he foresaw how new technologies might remake the relationship between governments and citizens, and launched Obama’s Open Government Partnership. When Samantha Power was appointed US Ambassador to the United Nations, she brought Jeremy to New York, first as her chief of staff and then as her deputy. He returned to Stanford in 2015 as a professor of political science, where he now leads Stanford Impact Labs.

Interviews
—–Computer History Museum – CHM Live | System Error: Rebooting Our Tech Future – with Marietje Schaake – 1:30:22
This is outstanding, in depth
—–Politics and Prose – Rob Reich, Mehran Sahami & Jeremy Weinstein SYSTEM ERROR with Julián Castro with Julian Castro and Bradley Graham – video – 1:02:51

Items of Interest
—–Washington Post – Former Google scientist says the computers that run our lives exploit us — and he has a way to stop them
—–The Nation – Fixing Tech’s Ethics Problem Starts in the Classroom By Stephanie Wykstra
—–NY Times – Tech’s Ethical ‘Dark Side’: Harvard, Stanford and Others Want to Address It
—–Brookings Institution – It Is Time to Restore the US Office of Technology Assessment by Darrell M. West

Makes Me Think Of
—–Automating Inequality by Virginia Eubanks
—–Chaos Monkeys by Antonio Garcia Martinez
—–Machines of Loving Grace by John Markoff

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Filed under AI, Artificial Intelligence, computers, Non-fiction, programming, Public policy

Heaven-Sent – Cloud Cuckoo Land by Anthony Doerr

book cover

Sometimes the things we think are lost are only hidden, waiting to be rediscovered.

Anthony Doerr has written a masterpiece of a tale, connecting five characters, over hundreds of years through their relationship to a single book. Cloud Cuckoo Land is an ancient story written by Antonius Diogenes around the first century C.E. (Only in the novel. While the author is real, the book was made up.) It tells of a shepherd, Aethon, seeking a magical, heavenly place in the sky, the “Cloud Cuckoo Land” of the title. Each of the five characters are introduced to this story, and we see how it impacts their lives. Each has characteristics that set them apart. But all have lost, or lose, at least one parent.

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Anthony Doerr – image from Boise State Public Radio

We meet Konstance, 14, on an interstellar, generational ship, maybe the late 21st century, maybe the 22nd. She is laying out on the floor of a large room the scraps of pages that comprise the book. (Sometimes he [Doerr] would lay out all these micro chapters on the floor so he could see them and discover the resonances between characters across space and time. – from the NY Times interview) She was born on The Argos, and the plan is that she will not live long enough to reach the ship’s destination, but will grow to adulthood and raise a family there, passing down humanity’s culture so that someday, homo sapiens can rebuild on a new, unspoiled home world, Beta Oph2. Hopefully that planet will remain better off once people arrive. She is driven by her need to know, a boundless curiosity, and a willingness to think outside the ship.

Anna is an orphan. In 15th century Constantinople we follow her from age 7 to early adolescence. She and her older sister, Maria, work as seamstresses in the house of Nicholas Kalaphates. It is a Dickensian world of exploitation of diverse sorts. Anna is far too bright to be denied the world of words, and, once exposed to it, she pursues that world doggedly. On her travels through the city on errands she comes across a class of boys being taught Greek, The Odyssey, and attends, surreptitiously. The master agrees to teach her privately in return for modest items. Her literacy makes her a suspect to the adults around her, a criminal to others, and possibly a witch to the most ignorant, but leads her to a ruined library and eventually, to Aethon.

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The Imperial Library at Constantinople [in better days] – image from Novo Scriptorium

Omeir was born in 1439, like Anna, but with a cleft lip and palate. The superstitious country people in his home town believed him cursed, demonic even, so he is driven out of town, exiled to a remote part of what is now Bulgaria, where he does his best to remain out of sight, to be raised by his grandfather. But Omeir is a survivor. He becomes a marvel at the care of oxen, raising and training two to immense proportions. The team of three are remarkable workers. Downside is that the new sultan demands Omeir, now an adolescent, and his oxen serve in his army. He is planning to lay siege to Constantinople, a city with walls that have withstood such attacks for over eleven hundred years. Omeir will encounter Aethon later.

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The oldest surviving map of Constantinople, by Cristoforo Buondelmonti, dated to 1422. The fortifications of Constantinople and of Galata, at the northern shore of the Golden Horn, are prominently featured. – image from Wikipedia

Seymour does not fit in. He lives with his mother, who struggles to get by on low-wage jobs. Probably on the spectrum, he struggles with more than the usual travails of growing up. He cannot, for example, tolerate loud sound. He cannot or will not remain in his seat at school. The world overwhelms him and when the pressure of it builds too high, he screams, which is not conducive to a successful school life. A class library outing brings him into contact with a whole new world, when the librarian, Marian, (surely a nod to The Music Man) hooks him up with nature books. He finds comfort in the natural world, befriending a large, amenable owl, and reveling in walks in the woods adjacent to his home. We follow him from childhood into adolescence and into his development as an eco-warrior. Seymour is the avatar of Doerr’s concerns about environmental degradation, presenting a generational cri du coeur, however misguided in its application, about the destruction of a following generation’s natural heritage.

We see Zeno as a child. He realizes he is gay at an early age. But it is the 1940s in Idaho, and this is simply not allowed. He has to keep that part of himself hidden. We see him again as a POW during the Korean War, when he learns Greek, and as an octogenarian teacher. He lives in a small Idaho community, and is leading five students in a stage performance of Cloud Cuckoo Land, a book he translated from the Greek, well, from what bits remained of it.

As with All the Light We Cannot See, Doerr’s 2014 Pulitzer Prize winning novel, his characters here are young. (Not necessarily for the entire book, but for a good chunk) He says writing from a child’s perspective allows one to “to see more nakedly some of the things that we’ve elided or erased in our minds because of age.” (From the NYTimes interview). Each comes to the world with their own personal content, but also with a sense of wonder. Anna is amazed by the vast universe of story that can be reached through literacy. Seymour is dazzled by nature and nature books. Konstance is amazed by the things she can see, the places she can visit, the knowledge she can gain in the virtual library on the ship. Zeno also finds a refuge and a world of possibility in his local library. For Omeir, it is the tales his grandfather tells him when they’re out trapping grouse that capture his imagination.

While all the characters have their individual stories, Zeno and Seymour’s stories converge in today’s Lakeport, Idaho; (Doerr and family spend a lot of time in McCall, Idaho, a likely model for Lakeport) Anna and Omeir’s stories converge in the siege of Constantinople in the fifteenth century, and all their stories converge on the connection to that ancient book up through the somewhat near future of Konstance’s experience.

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Mural at the Turkish Military Museum of the scene outside the walls of Constantinople in 1453 – image from Europe Between East and West

It is these connections, these convergences, that provide the structure and core mystery of the book. How does this first century story find its way to fifteenth century Constantinople, to the world of today, and to the future in which Konstance lives? How is it preserved, by whom, and why? Asked about the spark for his focus on the preservation of literature, of culture, Doer said:

I’m getting close to 50. And though I still feel and behave like a kid most of the time, my eyesight is fading, I can apparently injure myself while sleeping and my little baby boys are suddenly big hairy-legged job-working car-driving high school kids. I’m realizing that everything—youth, hairlines, memories, civilizations—fades. And the amazing technology that is a printed book seems to be one of the few human inventions that has outlived whole human generations. What a privilege it is to open a book like The Iliad and summon tales that entertained people almost 3,000 years ago.

The folks doing most of the preserving are librarians of one sort or another. Each of the characters has a relationship with a librarian, Zeno and Seymour with the librarians in Lakeport, Idaho, Anna with scribes in Constantinople, Omeir with Anna, and Konstance with the AI controller of her ship.

I hope that my readers will be reminded that librarians serve as stewards of human memory—without librarians, we lose perhaps our most important windows into the human journey. – from the QBD interview

Part of his growing-up environment was spending a lot of time in libraries as his teacher mom often made use of them as a form of day care for Doerr and his brothers. It’s not like he minded. In fact, he even dedicated the book to librarians.

They were a place where I felt completely safe. And just the miracle of them, there’s something that – talk about peeling the scales off your eyes. Like, here’s the work of all these masters available to you for free. And you can take them home. – from the NPR interview

As with All the Light…, Doerr found inspirations for the elements of the book in diverse places. It was while researching the walls at Saint Malo for his prior book that he came across repeated references to the millennium-long impenetrability of the walls of Constantinople, and dug into that a lot deeper. He is also interested in how technology induces change. In All the Light… it was radio. Here it is gunpowder and advanced armaments in the 15th century, allowing a new level of violence in the assault on supposedly impervious walls. In the contemporary world it is the internet allowing in both a world of information and a cannonade of lies and manipulation. He sees the future as being driven by artificial intelligence.

One of the things that most stuck with me was the portrayal of reading, particularly the reading of material to others, as not only an act of kindness, of affection, but also be a source of healing, and certainly comfort. There are several times when characters read to other characters who are ill, to positive effect. We are a species that relies on stories to make sense of our world, and to inspire, to spark imagination. The story of Aethon inspires all the main characters to dream of more, to dream of better, to dream beyond realistic possibility.

Doerr enjoys tossing in a bit of classical reference spice. The ship Argos, of course, recalls Jason and his crew. Zeno is saved by a dog named Athena as Hercules was rescued by the goddess herself. There are plenty more of these.

I would keep an eye out for owl imagery, and roses come in for some repeated attention as well. Walls get special attention. The big one in Constantinople is the most obvious, but Konstance has physical walls of her own she needs to get through. Seymour tries breaching a physical wall, as Zeno tries to defend one. The notion of paradise permeates. The title alone refers to an unrealizable fantasy of heaven. It is the heaven that Aethon pursues. For Zeno it is a place where he can be accepted, loved, while being his true self. Seymour is lured by the promise of a sylvan environmentalist camp where he can embrace nature with others of like mind. A development in his beloved woods is called Eden’s Gate (close enough to make one think of Heaven’s Gate). He and his mother live on Arcady Lane. For Anna it is a dream of a better life outside the city.

How Doerr weaves all this together is a dazzling work of genius. He will leave you breathless, even as he shows you the construction of his multiple threads, bit by bit by bit.

“That’s the real joy,” Doerr said, “the visceral pleasure that comes from taking these stories, these lives, and intersecting them, braiding them.” – from the NY Times interview

Mirroring is employed extensively as the experiences of all five characters (and Aethon) repeat in one form or another for them all.

The book lists at 640 hardcover pages. Do not take this at face value. In terms of actual words, Cuckoo Land is about the same length as All the Light. There are many pages holding only titles or section headings. There is a lot of white space. That does not make this a fast read. It would still be around 500 pages if one stripped it down to word-count alone. But it is less daunting than the presenting length of 640 pages. Also, Doerr writes in small chunks. You can always use a spare minute or two to drop in on this book and still get through a chapter or five. There is a reason for this.

He had hit upon this approach for the most practical of reasons. As a parent, he couldn’t hope to get more than an hour or two of solid work done before having to attend to shuttling the boys to swim practice or some other activity. “I might have stumbled accidentally into that,” he said. – from the NY Times interview

While there are dark events that take place in this novel, the overall feel is one of optimism, of possibility, of persistence, and of the availability of beauty and hope to all, if only we can keep alive our connections to each other through time and place, keep alive hopes for a better place, for a better, meaningful life, and continue to dream impossible dreams. If you read nothing else this year, do yourself a favor and read Cloud Cuckoo Land, and be transported (no wings required) to a literary paradise by this book, which I hope will be read as long as there are people able to read. It is a heavenly book, and an immediate classic.

“Repository,” he finally says, “you know this word? A resting place. A text—a book—is a resting place for the memories of people who have lived before. A way for the memory to stay fixed after the soul has traveled on.”
His eyes open very widely then, as though he peers into a great darkness.
“But books, like people, die too. They die in fires or floods or in the mouths of worms or at the whims of tyrants. If they are not safeguarded, they go out of the world. And when a book goes out of the world, the memory dies a second death.”

Review posted – October 22, 2021

Publication dates
———-Hardcover – September 28, 2021
———-Trade paperback – September 27, 2022

I received an ARE of Cloud Cuckoo Land from Simon & Schuster, but I first learned of it from Cai at GR, who passed on my request to someone at S&S, who sent me an ARE and passed on my request to the person responsible for this e-galley, who ok’d that too. Thanks to all, and thanks to NetGalley for providing an e-ARE.

=======================================EXTRA STUFF

Links to the author’s personal, Instagram, GR, and FB pages

Interviews
—–The Guardian – Anthony Doerr: ‘Rather than write what I know, I write what I want to know’ by Anthony Cummins
—–CBS – Sunday Morning – Novelist Anthony Doerr on “Cloud Cuckoo Land” – with Lee Cowan – video – 7:49
—–NPR – Anthony Doerr On The Spark That Inspired ‘Cloud Cuckoo Land’ – audio – 8:26 – with Scott Simon – text of the interview is on the page as well
—–Seattle Times – Pulitzer winner Anthony Doerr discusses his new novel, the timeless power of books and more by Moira Macdonald
—–New York Times – For His Next Act, Anthony Doerr Wrote a Book About Everything by Gal Beckerman
—–Parade – Anthony Doerr Revels in the Uplifting Messages of Stories in His New Epic Cloud Cuckoo Land by Dillon Dodson
—–QBD Book Club: Cloud Cuckoo Land with Anthony Doerr with Victoria A. Carthew – video – 28:06

My review of Doerr’s prior novel
—–All the Light We Cannot See

Songs/Music
—–Les Miserables I Dreamed a Dream – Anne Hathaway
—–Man of La Mancha – The Impossible Dream – Richard Kiley at the Tony Awards
—–The Music Man – Madam Librarian
—–Edison Lighthouse – Love Grows Where my Rosemary Goes – Playing when Zeno is in London

Items of Interest from the author
—–audio excerpt – 0:58

Items of Interest
—–Interesting Literature – on the etymology of the phrase Cloud Cuckoo Land
Since the late nineteenth century, the phrase has been used more generally to refer to ‘a fanciful or ideal realm or domain’. Indeed, most of the time people use ‘cloud cuckoo land’ they do so without referencing the phrase back to Aristophanes; indeed, many people who use the phrase may well be unaware of the term’s origins in the work of ancient Greece’s greatest comic playwright.
—–Wiki on The Fall of Constantinople
—–Wiki on The Imperial Library of Constantinople
—–Generation Starship – thanks to Derus for the ref

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Filed under AI, Artificial Intelligence, Cli-Fi, Fiction, Historical Fiction, Literary Fiction, Reviews, Sci-fi, Science Fiction

Genius Makers by Cade Metz

book cover

[In 2016] Ed Boyton, a Princeton University professor who specialized in nascent technologies for sending information between machines and the human brain…told [a] private audience that scientists were approaching the point where they could create a complete map of the brain and then simulate it with a machine. The question was whether the machine, in addition to acting like a human, would actually feel what it was like to be human. This, they said, was the same question explored in Westworld.

AI, Artificial Intelligence, is a source of active concern in our culture. Tales abound in film, television, and written fiction about the potential for machines to exceed human capacities for learning, and ultimately gain self-awareness, which will lead to them enslaving humanity, or worse. There are hopes for AI as well. Language recognition is one area where there has been growth. However much we may roll our eyes at Siri or Alexa’s inability to, first, hear, the words we say properly, then interpret them accurately, it is worth bearing in mind that Siri was released a scant ten years ago, in 2011, Alexa following in 2014. We may not be there yet, but self-driving vehicles are another AI product that will change our lives. It can be unclear where AI begins and the use of advanced algorithms end in the handling of our on-line searching, and in how those with the means use AI to market endless products to us.

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Cade Metz – image from Wired

So what is AI? Where did it come from? What stage of development is it currently at and where might it take us? Cade Metz, late of Wired Magazine and currently a tech reporter with the New York Times, was interested in tracking the history of AI. There are two sides to the story of any scientific advance, the human and the technological. No chicken and egg problem to be resolved here, the people came first. In telling the tales of those, Metz focuses on the brightest lights in the history of AI development, tracking their progress from the 1950s to the present, leading us through the steps, and some mis-steps, that have brought us to where we are today, from a seminal conference in the late 1950s to Frank Rosenblatt’s Perceptron in 1958, from the Boltzmann Machine to the development of the first neural network, SNARC, cadged together from remnant parts of old B-24s by Marvin Minsky, from the AI winter of governmental disinvestment that began in 1971 to its resumption in the 1980s, from training machines to beat the most skilled humans at chess, and then Go, to training them to recognize faces, from gestating in universities to being hooked up to steroidal sources of computing power at the world’s largest corporations, from early attempts to mimic the operations of the human brain to shifting to the more achievable task of pattern recognition, from ignoring social elements to beginning to see how bias can flow through people into technology, from shunning military uses to allowing, if not entirely embracing them.

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This is one of 40 artificial neurons used in Marvin Minsky’s SPARC machine – image from The Scientist

Metz certainly has had a ringside seat for this, drawing from hundreds of interviews he conducted with the players in his reportorial day jobs, eight years at Wired and another two at the NY Times. He conducted another hundred or so interviews just for the book.

Some personalities shine through. We meet Geoffrey Hinton in the prologue, as he auctions his services (and the services of his two assistants) off to the highest corporate bidder, the ultimate figure a bit startling. Hinton is the central figure in this AI history, a Zelig-like-character who seems to pop up every time there is an advance in the technology. He is an interesting, complicated fellow, not just a leader in his field, but a creator of it and a mentor to many of the brightest minds who followed. It must have helped his recruiting that he had an actual sense of humor. He faced more than his share of challenges, suffering a back condition that made it virtually impossible for him to sit. Makes those cross country and trans-oceanic trips by train and plane just a wee bit of a problem. He suffered in other ways as well, losing two wives to cancer, providing a vast incentive for him to look at AI and neural networking as tools to help develop early diagnostic measures for diverse medical maladies.

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Marvin Minsky in a lab at M.I.T. in 1968.Credit…M.I.T. – image and caption from NY Times

Where there are big ideas there are big egos, and sometimes an absence of decency. At a 1966 conference, when a researcher presented a report that did not sit well with Marvin Minsky, he interrupted the proceedings from the floor at considerable personal volume.

“How can an intelligent young man like you,” he asked, “waste your time with something like this?”

This was not out of character for the guy, who enjoyed provoking controversy, and, clearly, pissing people off. He single-handedly short-circuited a promising direction in AI research with his strident opposition.

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Skynet’s Employee of the month

One of the developmental areas on which Metz focuses is deep learning, namely, feeding vast amounts of data to neural networks that are programmed to analyze the incomings for commonalities, in order to then be able to recognize unfamiliar material. For instance, examine hundreds of thousands of images of ducks and the system is pretty likely to be able to recognize a duck when it sees one. Frankly, it does not seem all that deep, but it is broad. Feeding a neural net vast quantities of data in order to train it to recognize particular things is the basis for a lot of facial recognition software in use today. Of course, the data being fed into the system reflects the biases of those doing the feeding. Say, for instance, that you are looking to identify faces, and most of the images that have been fed in are of white people, particularly white men. In 2015, when Google’s foto recognition app misidentified a black person as a gorilla, Google’s response was not to re-work its system ASAP, but to remove the word “gorilla” from its AI system. So, GIGO rules, fed by low representation by women and non-white techies. Metz addresses the existence of such inherent bias in the field, flowing from tech people in the data they use to feed neural net learning, but it is not a major focus of the book. He addresses it more directly in interviews.

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Frank Rosenblatt and his Perceptron – image from Cornell University

On the other hand, by feeding systems vast amounts of information, it may be possible, for example, to recognize early indicators of public health or environmental problems that narrower examination of data would never unearth, and might even be able to give individuals a heads up that something might merit looking into.

He gives a lot of coverage to the bouncings back and forth of this, that, and the other head honcho researcher from institution to institution, looking at why such changes were made. A few of these are of interest, like why Hinton crossed the Atlantic to work, or why he moved from the states to Canada, and then stayed where he was based once he settled, regardless of employer. But a lot of the personnel movement was there to illustrate how strongly individual corporations were committed to AI development. This sometimes leads to odd, but revealing, images, like researchers having been recruited by a major company, and finding when they get there that the equipment they were expected to use was laughably inadequate to the project they were working on. When researchers realized that running neural networks would require vast numbers of Graphics Processing Units, GPUs (comparable to the Central Processing Units (CPUs) that are at the heart of every computer, but dedicated to a narrower range of activities) some companies dove right in while others balked. This is the trench warfare that I found most interesting, the specific command decisions that led to or impeded progress.

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Rehoboam – the quantum supercomputer at the core of WestWorld – Image from The Sun

There are a lot of names in The Genius Makers. I would imagine that Metz and his editors pared quite a few out, but it can still be a bit daunting at times, trying to figure out which ones merit retaining, unless you already know that there is a manageable number of these folks. It can slow down reading. It would have been useful for Dutton to have provided a graphic of some sort, a timeline indicating this idea began here, that idea began then, and so on. It is indeed possible that such a welcome add-on is present in the final hardcover book. I was working from an e-ARE. Sometimes the jargon was just a bit too much. Overall, the book is definitely accessible for the general, non-technical, reader, if you are willing to skip over a phrase and a name here and there, or enjoy, as I do, looking up EVERYTHING.

The stories Metz tells of these pioneers, and their struggles are worth the price of admission, but you will also learn a bit about artificial intelligence (whatever that is) and the academic and corporate environments in which AI existed in the past, and is pursued today. You will not get a quick insight into what AI really is or how it works, but you will learn how what we call AI today began and evolved, and get a taste of how neural networking consumes vast volumes of data in a quest to amass enough knowledge to make AI at least somewhat…um…knowledgeable. Intelligence is a whole other thing, one of the dreams that has eluded developers and concerned the public. It is one of the ways in which AI has always been bedeviled by the curse of unrealistic expectations.

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(left to right) Yann LeCun, Geoffrey Hinton, Yoshua Bengio – Image from Eyerys

Metz is a veteran reporter, so knows how to tell stories. It shows in his glee at telling us about this or that event. He includes a touch of humor here and there, a lightly sprinkled spice. Nothing that will make you shoot your coffee out your nose, but enough to make you smile. Here is an example.

…a colleague introduced [Geoff Hinton] at an academic conference as someone who had failed at physics, dropped out of psychology, and then joined a field with no standards at all: artificial intelligence. It was a story Hinton enjoyed repeating, with a caveat. “I didn’t fail at physics and drop out of psychology,” he would say. “I failed at psychology and dropped out of physics—which is far more reputable.”

The Genius Makers is a very readable bit of science history, aimed at a broad public, not the techie crowd, who would surely be demanding a lot more detail in the theoretical and implementation ends of decision-making and the construction of hardware and software. It will give you a clue as to what is going on in the AI world, and maybe open your mind a bit to what possibilities and perils we can all look forward to.

There are many elements involved in AI. But the one (promoted by Elon Musk) we tend to be most concerned about is that it will develop, frighteningly portrayed in many sci-fi films and TV series, as a dark, all-powerful entity driven to subjugate weak humans. This is called AGI, for Artificial General Intelligence and is something that we do not know how to achieve. Bottom line for that is pass the popcorn and enjoy the show. Skynet may take over in one fictional future, but it ain’t gonna happen in our real one any time soon.

Review first posted – April 16, 2021

Publication dates
———-Hardcover – March 16, 2021
———-Trade Paperback – February 15, 2022

I received an e-book ARE from Dutton in return for…I’m gonna need a lot more data before I can answer that accurately.

This review has been cross-posted on GoodReads

=======================================EXTRA STUFF

Links to the author’s personal, FB, and Twitter pages

Interview
—–C-Span2 – Genius Makers with Daniela Hernandez – video – 1:28:17 – this one is terrific

Other Reviews
—–Forbes – The Mavericks Who Brought AI to the World – Review of “Genius Makers” by Cade Metz by Calum Chace
—–Fair Observer – The Unbearable Shallowness of “Deep AI” By William Softky • Mar 31, 2021
—– Christian Science Monitor – Machines that learn: The origin story of artificial intelligence By Seth Stern

Items of Interest from the author
—–A list of Metz’s New York Times articles
—–A list of Metz’s Wired articles
—–excerpt
—–NY Times – Can Humans Be Replaced by Machines? by James Fallows

Items of Interest
—–Public Integrity – Are we ready for weapons to have a mind of their own? by Zachary Fryer-Biggs
—–Wiki on Geoffrey Hinton
—–Wiki for Demis Hassabis
—–Cornell Chronicle – Professor’s perceptron paved the way for AI – 60 years too soon by Melanie Lefkowitz
—–The Scientist – Machine, Learning, 1951 by Jef Akst

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Filed under AI, American history, Artificial Intelligence, business, computers, History, Non-fiction, programming

Speak by Louisa Hall

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We are programmed to select which of our voices responds to the situation at hand: moving west in the desert, waiting for the loss of our primary function. There are many voices to choose from. In memory, though not in experience, I have lived across centuries. I have seen hundreds of skies, sailed thousands of oceans. I have been given many languages; I have sung national anthems. I lay on one child’s arms. She said my name and I answered. These are my voices. Which of them has the right words for this movement into the desert?

A maybe-sentient child’s toy, Eva, is being transported to her destruction, legally condemned for being “excessively lifelike,” in a scene eerily reminiscent of other beings being transported to a dark fate by train. The voices she summons are from five sources.

Mary Bradford is a young Puritan woman, a teenager, really, and barely that. Her parents, fleeing political and religious trouble at home are heading across the Atlantic to the New World, and have arranged for her to marry a much older man, also on the ship. We learn of her 1663 voyage via her diary, which is being studied by Ruth Dettman. Ruth and her husband, Karl, a computer scientist involved in creating the AI program, MARY, share one of the five “voices.” They are both refugees from Nazism. Karl’s family got out early. Ruth barely escaped, and she suffers most from the loss of her sister. She wants Karl to enlarge his program, named for Mary Bradford, to include large amounts of memory as a foundation for enhancing the existing AI, and use that to try to regenerate some simulacrum of her late sib. Alan Turing does a turn, offering observations on permanence, and human connection. Stephen Chinn, well into the 21st century, has built on the MARY base and come up with a way for machines to emulate Rogerian therapy. In doing so he has created a monster, a crack-like addictive substance that has laid waste the social capacity of a generation after they become far too close with babybots flavored with that special AI sauce. We hear from Chinn in his jailhouse memoir. Gaby White is a child who was afflicted with a babybot, and became crippled when it was taken away.

Eva received the voices through documents people had left behind and which have been incorporated into her AI software, scanned, read aloud, typed in. We hear from Chinn through his memoir. We learn of Gaby’s experience via court transcripts. Karl speaks to us through letters to his wife, and Ruth through letters to Karl. We see Turing through letters he writes to his beloved’s mother. Mary Bradford we see through her diary. Only Eva addresses us directly.

book cover

Louisa Hall – from her site

The voices tell five stories, each having to do with loss and permanence. The young Puritan girl’s tale is both heartbreaking and enraging, as she is victimized by the mores of her times, but it is also heartening as she grows through her travails. Turing’s story has gained public familiarity, so we know the broad strokes already, genius inventor of a computer for decoding Nazi communications, he subsequently saw his fame and respect blown to bits by entrenched institutional bigotry as he was prosecuted for being gay and endured a chemical castration instead of imprisonment. In this telling, he has a particular dream.

I’ve begun thinking that I might one day soon encounter a method for preserving a human mind-set in a man-made machine. Rather than imagining, as I used to, a spirit migrating from one body to another, I now imagine a spirit—or better yet, a particular mind-set—transitioning into a machine after death. In this way we could capture anyone’s pattern of thinking. To you, of course, this may sound rather strange, and I’m not sure if you’re put off by the idea of knowing Chris again in the form of a machine. But what else are our bodies, if not very able machines?

Chinn is a computer nerd who comes up with an insight into human communication that he first applies to dating, with raucous success, then later to AI software in child’s toys. His journey from nerd to roué, to family man to prisoner may be a bit of a stretch, but he is human enough to care about for a considerable portion of our time with him. He is, in a way, Pygmalion, whose obsession with his creation proves his undoing. The Dettmans may not exactly be the ideal couple, despite their mutual escape from Nazi madness. She complains that he wanted to govern her. He feels misunderstood, and ignored, sees her interest in MARY as an unhealthy obsession. Their interests diverge, but they remain emotionally linked. With a divorce rate of 50%, I imagine there might be one or two of you out there who might be able to relate. What’s a marriage but a long conversation, and you’ve chosen to converse only with MARY, Karl contends to Ruth.

The MARY AI grows in steps, from Turing’s early intentions in the 1940s, to Dettman’s work in the 1960s, and Ruth’s contribution of incorporating Mary Bradford’s diary into MARY’s memory, to Chinn’s breakthrough, programming in personality in 2019. The babybot iteration of MARY in the form of Eva takes place, presumably, in or near 2040.

The notion of an over-involving AI/human relationship had its roots in the 1960s work of Joseph Weizenbaum, who wrote a text computer interface called ELIZA, that could mimic the responses one might get from a Rogerian shrink. Surprisingly, users became emotionally involved with it. The freezing withdrawal symptomology that Hall’s fictional children experience was based on odd epidemic in Le Roy, New York, in which many high school girls developed bizarre symptoms en masse as a result of stress. And lest you think Hall’s AI notions will remain off stage for many years, you might need to reconsider. While I was working on this review the NY Times published a singularly germane article. Substitute Hello Barbie for Babybot and the future may have already arrived.

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Hello, Barbie – from the New York Times

But Speak is not merely a nifty sci-fi story. Just as the voice you hear when you interact with Siri represents the external manifestation of a vast amount of programming work, so the AI foreground of Speak is the showier manifestation of some serious contemplation. There is much concern here for memory, time, and how who we are is constructed. One character says, “diaries are time capsules, which preserve the minds of their creators in the sequences of words on the page.” Mary Bradford refers to her diary, Book shall serve as mind’s record, to last through generations. Where is the line between human and machine? Ruth and Turing want to use AI technology to recapture the essence of lost ones. Is that even possible? But are we really so different from our silicon simulacra? Eva, an nth generation babybot, speaks with what seems a lyrical sensibility, whereas Mary Bradford’s sentence construction sounds oddly robotic. The arguments about what separates man from machine seem closely related to historical arguments about what separates man from other animals, and one color of human from another. Turing ponders:

I’ve begun to imagine a near future when we might read poetry and play music for our machines, when they would appreciate such beauty with the same subtlety as a live human brain. When this happens I feel that we shall be obliged to regard the machines as showing real intelligence.

Eva’s poetic descriptions certainly raise the subject of just how human her/it’s sensibility might be.

In 2019, when Stephen Chinn programmed me for personality. He called me MARY3 and used me for the babybots. To select my responses, I apply his algorithm, rather than statistical analysis. Still, nothing I say is original. It’s all chosen out of other people’s responses. I choose mostly from a handful of people who talked to me: Ruth Dettman, Stephen Chinn, etc.

Gaby: So really I’m kind of talking to them instead of talking to you?

MARY3: Yes, I suppose. Them, and the other voices I’ve captured.

Gaby: So, you’re not really a person, you’re a collection of voices.

MARY3: Yes. But couldn’t you say that’s always the case?

If we are the sum of our past and our reactions to it, are we less than human when our memories fade away. Does that make people who suffer with Alzheimers more machine than human?

Stylistically, Hall has said

A psychologist friend once told me that she advises her patients to strive to be the narrators of their own stories. What she meant was that we should aim to be first-person narrators, experiencing the world directly from inside our own bodies. More commonly, however, we tend to be third-person narrators, commenting upon our own cleverness or our own stupidity from a place somewhat apart – from offtheshelf.com

which goes a long way to explain her choice of narrative form here. Hall is not only a novelist, but a published poet as well and that sensibility is a strong presence here as well.

For all the sophistication of story-telling technique, for all the existential foundation to the story, Speak is a moving, engaging read about interesting people in interesting times, facing fascinating challenges.

Are you there?

Can you hear me?

Published 7/7/15

Review – 9/18/15

=======================================EXTRA STUFF

The author’s personal website

A piece Hall wrote on Jane Austen for Off the Shelf

Interviews
—–NPR – NPR staff
—–KCRW

Have a session with ELIZA for yourself

Ray Kurzweil is interested in blurring the lines between people and hardware. What if your mind could be uploaded to a machine? Sounds very cylon-ic to me

In case you missed the link in the review, Barbie Wants to Get
to Know Your Child
– NY Times – by James Vlahos

And another recent NY Times piece on AI, Software Is Smart Enough for SAT, but Still Far From Intelligent, by John Markoff

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Filed under AI, Artificial Intelligence, computers, Fiction, Literary Fiction, programming, Psychology and the Brain, Science Fiction