by Muhammad Aurangzeb Ahmad

I recall reading a short piece of fiction as a high school student at the turn of the millenium called Catching Crumbs from the Table. It was written by Ted Chiang and later republished under the title The Evolution of Human Science. Chiang imagined a future in which genetically enhanced metahumans have superintelligence and all of science and inventing new things for the benefit of rest of humanity. However, ordinary human scientists can no longer participate meaningfully at the frontiers of research. Science continues to advance faster than ever but most of humanity can no easily understand what is going on. Howeverm Human scientists do not completely disappear. Instead, they become interpreters. Some try to understand simplified accounts of metahuman discoveries. Others test conclusions whose theoretical basis lies beyond their own abilities. Still others study the artifacts produced by metahuman science and work backward, hoping to infer the principles that made them possible. For all practical purposes science for ordinary humans has become less about discovering nature directly than about trying to understand discoveries made by minds more capable than most of humanity.
After more than two decades, I was recently reminded of this story when I came across a couple of articles in Nature. The paper described two systems that occupy a curious new territory between scientific instrument and scientific collaborator. The paper in question describes Google’s Co-Scientist which uses multiple AI agents to generate hypotheses, criticize one another’s proposals, rank them, and refine the more promising ones. Some of the hypotheses generated by the system were subsequently tested in biomedical settings. Another system, Robin searches the literature, proposes hypotheses, suggests experiments, analyzes experimental results. It then revises its ideas in light of what those experiments show. Human researchers still perform much of the physical work. It is important to note that it would be premature to describe either system as an autonomous scientist. That said, these systems are doing something qualitatively different from what we normally think scientific software is supposed to do. Read more »



In his recent book,
In 2001,
Back in December of 2022, I was on top of the world. I was introducing my entire family to my girlfriend, and we were just weeks away from the trip of a lifetime:

I read Ben Lerner’s new novel, Transcription, in one day. I started reading it on my iPad at around 7:30 am as I sat at my kitchen table, sipping coffee and eating a piece of cake that my partner had made. Later, I continued the novel during my lunch break as I ate leftover sausage and rice. Near the end of the workday, after I had finished all my meetings, I finished the novel, then I rode my bike home, looked at my phone for a bit, ate some chocolate covered coffee beans, drank a glass of orange juice, and started writing. I don’t feel like I have much to say about Lerner’s novel except that it’s largely about screens and food, so it’s fitting that I mostly read the novel on a screen while eating. Is this profound? No, not really. Lerner’s novel, I feel, is not so profound either. It’s an internet novel, and a pandemic novel, and there’s a lot of doubling (as in his other novels), but it all feels rather lightweight. When I got to the end of the 144-page book—which is mostly dialogue—I thought, hey, this is Sebald-lite! There’s a revealing anecdote that connects previous events in the novel to the Nazis, but whereas in Sebald’s Austerlitz I felt actual shock and terror at the revelation of Austerlitz’s past as a Jewish child escaping the Germans, here I simply acknowledged Lerner’s cleverness. Part of the reason is that Lerner’s intelligence can feel like a parlour trick, and it’s perhaps not surprising that Lerner is a former debate champion, that activity that prizes the appearance of intellect and erudition over any real substance or conviction.

prince. The prince convinces Jones that if he provides access to his checking account, the prince will deposit $5 million ($5,000,000.00 USD) in it. Jones finds this proposition attractive and provides his account number, login credentials and password. Much to Jones’s surprise, however, instead of depositing $5 million ($5,000,000.00 USD) as he promised, the prince uses Jones’s credentials to empty Jones’s account. Now suppose Jones files a complaint against his bank alleging that the bank improperly allowed an unauthorized withdrawal from his account. What should be the result?
At this point in time, I would have expected to see more “AI religions”, or religious movements focused on AI. Why are there no churches of AI or scriptures of AI worship? I don’t mean use of AI in traditional organized religion, such as the German and Finnish churches experimenting with ChatGPT-written sermons, or bots trained on Jesus or Buddha’s teachings. Rather, I mean movements that treat AI as divine and sacred, a source of revelation, as the vessel for humanity’s salvation.
Roldy Aguero Ablao. Talaya’ 3000, 2023.


A few years ago I shared a draft of a sonnet sequence with a poet from the Northwest I had followed for a while. I asked him if he’d give the piece a once-over and provide some critique, and his reading was perceptive and useful for me. One comment drew my attention in particular: “I fall flat on ‘beauty,’ ” he wrote. “This is the one place in the poems the image turns outward into metaphor that cannot be touched — ‘beauty’s hidden folds’ is a no-thing” he wrote, pointing out at the last line of the second sonnet.