The supernova known as SN 2023zkd was first spotted in July 2023 by the Zwicky Transient Facility, but what made it remarkable was how quickly astronomers were able to study it. A newly developed AI algorithm, designed to flag unusual stellar explosions in real time, raised the initial alert.
That early detection proved crucial, giving scientists the chance to launch immediate follow-up observations with an array of telescopes on Earth and in space. Leading the effort were researchers from the Center for Astrophysics at Harvard & Smithsonian (CfA) and MIT, working under the Young Supernova Experiment.
Their analysis suggests that the most likely explanation is a massive star caught in a fatal orbit with a black hole. As the two spiraled closer together, gravitational stress reached a breaking point, triggering the star’s collapse in a supernova while it partially engulfed its black hole companion.
Machine learning system flags rare stellar explosion months in advance
According to Alexander Gagliano, lead author of the study and fellow at the NSF Institute for Artificial Intelligence and Fundamental Interactions, the blast was most likely sparked by a catastrophic encounter with a black hole companion, providing the strongest evidence so far that such close interactions can actually detonate a star.
The team’s machine learning system flagged SN 2023zkd months before its most unusual behavior, giving astronomers enough time to secure the critical observations needed to decode the explosion. An alternative interpretation is that the black hole completely tore the star apart before it could explode on its own. In this scenario, the black hole rapidly consumed the star’s debris, and the observed emission came from the debris slamming into surrounding gas.
SN 2023zkd first appeared to astronomers as a fairly ordinary supernova, marked by a single burst of light roughly 730 million light-years from Earth. Yet as they monitored it over the following months, the event took an unexpected turn when the fading star brightened again.
Strange light pattern points to hidden black hole companion
To investigate this unusual behavior, the team dug into archival observations and uncovered an even stranger clue: the system had been gradually brightening for more than four years prior to the explosion. Such long-term pre-explosion activity is extremely rare in supernovas, making SN 2023zkd stand out as a cosmic anomaly, the study notes.
Analysis showed that the explosion’s unusual light pattern was shaped by gas the star had shed in its final years. The first brightening came as the blast wave hit low-density material, while the second peak arose from a slower collision with a dense, disk-like cloud. This structure, along with the star’s erratic pre-explosion activity, suggests it was under intense gravitational stress – likely caused by a nearby compact companion such as a black hole.
Gagliano further pointed out that the discovery highlights the importance of studying how massive stars interact with their companions in their final stages of life. While it has long been known that most massive stars exist in binary systems, direct evidence of one exchanging mass shortly before exploding is exceptionally rare. Now, SN 2023zkd offers a rare glimpse into this process, giving astronomers valuable insight into how such close interactions can shape the violent deaths of stars.