by Muhammad Aurangzeb Ahmad

In the first part of this series I described the data footprint that now surrounds a child before birth. It could take the form of an implantation score attached to an embryo, a polygenic risk estimate read from a few of its cells, a sequenced genome, growth curves etc. These may seem harmless or even mundane but the The technology is moving toward something much more ambitious i.e., towards a prediction of the life itself.
Consider the following cautionary tale: an AI model called life2vec was developed by researchers working with Danish national registry data. The data is a summary of recorded lives of roughly six million people. It includes things like Births, jobs, illnesses, relocations, incomes and diagnoses become events in a sequence. The model reads them much as a language model reads words in a sentence and learns what tends to come next. The analogy being that a human life can be represented as a sequence and, having read enough of that sequence, a machine can try to read forward. Once trained, life2vec could predict several kinds of outcomes, including personality characteristics and early mortality. In the tasks reported by its developers it outperformed specialized baselines. The researchers have also been careful about what this means. The model does not tell someone the date on which they will die. It was not released as a public “death calculator,” and its creators objected when it was described that way.
Now let’s get back to our main topic, the embryo grade and neonatal probability I discussed earlier were judgments made at one point in time. The systems now being developed can potentially go way beyond that. Foundation models trained on long stretches of electronic health records can absorb a person’s accumulating clinical history and repeatedly revise their estimates. A risk calculated in the neonatal unit could therefore become the first entry in a forecast that follows the patient for years. Genetic predictions are even easier to carry forward. Older forms of prophecy rarely had this institutional reach. A natal horoscope did not really set an insurance premium. A machine-readable risk score might do that if appropriate safeguards are not added to the system. Read more »

What if you took Paul Schrader’s “man in a room” concept and transposed it to the vast expanse of the African desert? You would get something like Claire Denis’ Beau Travail (1999), which shows that the room a man locks himself in doesn’t need to be literal—a prison can be made anywhere. In Denis’ film, the man in a room is Galoup, a French Foreign Legion sergeant who commands a group of some 15 men in Djibouti. He is, he tells us in voiceover, “a perfect Legionnaire,” and like Schrader’s protagonists, he writes in a journal and narrates his memories, a storytelling technique stretching back to Robert Bresson’s Pickpocket. The story thus proceeds along two timelines: one, with Galoup in Marseille, writing in his notebook after he has been dismissed from the Foreign Legion; and the other, the memories of the desert and the Legion that the notebook engenders.



Treiborlang Lyngdoh Mawlong. From “Somewhere, Elsewhere, Here”, 2020.
The
I was born before language. Only waterfalls and wind and tumbling rocks.
There is a white marble panda at the edge of the pier road in Sneem, and as a boy I walked past it most mornings on the way to Christian’s shop without once wondering why a panda should be standing in Kerry. It was cold in the mist and faced whatever the morning brought in off the bay, and I gave it about as much thought as I gave the wet tarmac.
We went to the movies the other day, a rare occurrence. It wasn’t easy to find a film, since in Zurich at the moment most cinemas seem to be showing The Odyssey, which I don’t particularly want to see. This is for idiosyncratic reasons, some private red flags that were unfurled when the trailer evoked my last excruciating experience of a star-studded cinematic makeover, Kenneth Branagh’s 1996 Hamlet. (Anyone who remembers Billy Crystal’s cameo as the First Gravedigger may feel the same way.) My resolve was then strengthened by Emily Wilson’s 



We want help to know the best approach to take to life. In lieu of church services or complex readings, many turn to influencers for their formulas for “winning” at life that often judge us based on challenging perceptions of beauty or endurance or wealth. The trend towards optimizing provokes people to track everything they do, from the number of steps, to hours of sleep, but for what? To prove they have a right to be here? To belong? To be loved? It definitely doesn’t appear to be making people
Imagine this: It is around the mid-1980s and the venerable Sir Georg Solti takes the podium at Chicago’s Orchestra Hall to conduct Rachmaninoff’s Piano Concerto No. 2. The orchestra is poised, the audience breathless.
Sughra Raza. Catching Rays. Boston, June 2026.