The Hazards of AI: Operational Risks
by Ali Minai Artificial intelligence – AI – is hot right now, and its hottest part may be fear of the risks it poses. Discussion of these risks has grown exponentially in recent months, much of it centered around the threat of existential risk, i.e., the risk that AI would, in the foreseeable future, supersede…
The Ghost in the Machine (Part II): Simplifying the Ghost of AI
by Ali Minai But nature is a stranger yet: The ones that cite her most Have never passed her haunted house, Nor simplified her ghost. —Emily Dickinson, “What Mystery Pervades a Well” The first article of this 2-part series laid out the idea of emergence in complex systems, discussed how the appearance of abilities such…
The Ghost in the Machine (Part I): Emergence and Intelligence in Large Language Models
by Ali Minai Part II of this article can now be read here. One of the most interesting debates within the larger discussion around large language models (LLMs) such as GPT-4 is whether they are just mindless generators of plausible text derived from their training – sometimes termed “stochastic parrots” – or systems with a…
Thinking Through the Risks of AI
by Ali Minai How intelligent is ChatGPT? That question has loomed large ever since OpenAI released the chatbot late in 2022. The simple answer to the question is, “No, it is not intelligent at all.” That is the answer that AI researchers, philosophers, linguists, and cognitive scientists have more or less reached a consensus on.…
Love and Loathing in the Time of ChatGPT
by Ali Minai Recently, I asked the students in my class whether they had used ChatGPT, the artificially intelligent chatbot recently loosed upon the world by OpenAI. My question was motivated by a vague thought that I might ask them to use the system as a whimsical diversion within an assignment. Somewhat to my surprise,…
Whistling Past the Graveyard of Empires
by Ali Minai The events in Afghanistan over the last week are being seen as yet another “hinge moment” in history. The images of helicopters evacuating personnel from embassies and people chasing aircraft in desperation to get on them have been seared into the memories of all who have seen them. As a person from…
Between Golem and God: The Future of AI
by Ali Minai Among all the fascinating mythical creatures that populate the folklore of various cultures, one that stands out is the golem – an artificial, half-formed human-like creature that comes to us from Jewish folklore. Though the idea goes back much further, the most famous golem is the one said to have been created…
A Labor of Love: Review of “Sadequain: Artist and Poet – A Memoir” by Saiyid Ali Naqvi
by Ali Minai “Sadequain!” The very name is like a magic word that triggers a tumult of images in the mind. Arguably, no Pakistani artist has elicited more admiration, evoked more passion, and received more adulation than Saiyid Sadquain Ahmad Naqvi, the subject – and really, the hero – of the book “Sadequain: Artist and…
To Build a Terminator
by Ali Minai One of the most interesting and memorable characters in sci-fi films is the T-1000, the shape-shifting, nearly indestructible robot from the classic film Terminator 2: Judgment Day, starring Arnold Schwarzenegger. There are other, less prominent examples of shape-shifting intelligent beings in sci-fi – for example Odo, the chief of security on Star…
Review of “The Hype Machine” by Sinan Aral
by Ali Minai Given where we find ourselves in this late November of 2020, it is hard to think of a book more relevant or timely than The Hype Machine by Sinan Aral. The author is the David Austin Professor of Management and Professor of Information Technology and Marketing at the Massachusetts Institute of Technology.…
Trump, Trumpism, and Biden’s Burden
Henry Rawlinson and the Transformation of History
by Ali Minai I came to Empires of the Plain: Henry Rawlinson and the Lost Languages of Babylon by Lesley Adkins (Thomas Dunne Books, 2003) because I was looking to read about Henry Rawlinson – someone I had wondered about and admired for a long time. Copying the immense and inaccessible trilingual cuneiform inscription of…
Google It! The Internet and the Nature of Knowing
by Ali Minai “I’ll just google it again”, said my daughter when I asked her to remember something. It was a very reasonable suggestion, but it led me down an interesting line of thought about the nature of knowing and its recent transformation. Much has been said and written about how the Internet has changed…
The World After COVID-19
Emancipation in Precarious Times: Review of “Capitalism on Edge” by Albena Azmanova
by Ali Minai I must admit that when I first flipped through Capitalism on Edge: How Fighting Precarity Can Achieve Radical Change Without Crisis or Utopia by Albena Azmanova, it did not look too inviting. The blurbs on the jacket did nothing to reassure me, suggesting that this was yet another post-Marxist critique of greedy…
Courting the Deplorables
by Ali Minai For the last three years, I have struggled with a dilemma: As a reasonable, quite liberal person, what should I think of my 60 million fellow Americans who voted for Donald Trump in 2016, and the vast majority of whom continue to support him today? Normally, a personal dilemma is a private…
A Review of “Moon and Sun: Rumi’s Rubaiyat” by Zara Houshmand
by Ali Minai Your love stirs the ocean into reckless storms. At your feet, the clouds drop their pearls. Dark smoke rises in the sky, a fire burns Where your love’s lightning strikes the earth. These energetic lines open Moon and Sun: Rumi’s Rubaiyat, Zara Houshmand’s brilliant translation of selected ruba’iyat – quatrains – by…
The Beginning of the Beginning: Impeachment in the Air
by Ali Minai Sometimes, history moves faster than thought. Something like that is happening in the United States in these early days of fall. Though the season is taking longer than normal to turn, the political season has changed more quickly than anyone expected. The opinions of last week – such as the long article…
What AI Fails to Understand – For Now
by Ali Minai Most people see understanding as a fundamental characteristic of intelligence. One of the main critiques directed at AI is that, well, computers may be able to “calculate” and “compute”, but they don’t really “understand”. What, then, is understanding? And is this critique of AI justified? Broadly speaking, there are two overlapping approaches…
