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Saturday Citations: Upside-down sharks; brain network functioning in psychopaths; IQ associated with better predictions

This week, biologists discovered a new cellular organelle that’s like “a new recycling center within the cell.” Wild-growing tomatoes in the Galápagos are de-evolving. And geologists at the University of Southampton detected deep Earth pulses beneath Africa. Plus: Brain network functionality differs in people with psychopathic personality; sharks have a surprising vulnerability; and people with the highest measured IQ make better probabilistic predictions than people with the lowest IQ.

AI is learning to lie, scheme, and threaten its creators

The world’s most advanced AI models are exhibiting troubling new behaviors—lying, scheming, and even threatening their creators to achieve their goals.

In one particularly jarring example, under threat of being unplugged, Anthropic’s latest creation Claude 4 lashed back by blackmailing an engineer and threatened to reveal an extramarital affair.

Meanwhile, ChatGPT-creator OpenAI’s o1 tried to download itself onto external servers and denied it when caught red-handed.

Cancer cells get power boost by stealing mitochondria from nerves

Cancer cells turbocharge themselves by stealing the energy-producing units from neurons in tumours, scientists report today in Nature 1. This act of thievery seems to give cancer cells a boost to help them survive when they metastasize, or spread to distant organs.

The findings show that cancer cells siphon off neurons’ mitochondria — organelles that generate most of a cell’s energy — through ultrathin tubes that grow between the two types of cell. The purloined mitochondria increase cancer cells’ ability to withstand the stress of shooting through blood vessels during metastasis.

“Now we have a new culprit for metastasis, which means we have a new target to block metastasis,” says study co-author Simon Grelet, a cancer neurobiologist at the University of South Alabama in Mobile. “And metastasis is what make cancers so deadly.”


The theft probably helps the cells to spread around the body, and preventing it could provide a path to treatment, researchers say.

An Alaskan volcano could help scientists understand why ‘stealthy’ volcanoes erupt without warning

When volcanoes are preparing to erupt, scientists rely on typical signs to warn people living nearby: deformation of the ground and earthquakes, caused by underground chambers filling up with magma and volcanic gas. But some volcanoes, called “stealthy” volcanoes, don’t give obvious warning signs. Now scientists studying Veniaminof, Alaska, have developed a model which could explain and predict stealthy eruptions.

AI uses too much energy—nanotech is the solution | Dr. Mark Hersam | TEDxChicago

Mark Hersam is a nanotechnologist who believes that understanding materials at the shortest of length scales can provide solutions to the world’s largest problems. Using an interdisciplinary approach at the intersection of neuroscience and nanoelectronics, Hersam presents a solution to the greatest societal threat posed by AI.

Dr. Mark C. Hersam, the Walter P. Murphy Professor of Materials Science and Engineering, Director of the Materials Research Center, and Chair of the Materials Science and Engineering Department at Northwestern University, has made major breakthroughs in the field of nanotechnology. His research interests include nanomaterials, additive manufacturing, nanoelectronics, scanning probe microscopy, renewable energy, and quantum information science. Dr. Hersam has received several honors including the Marshall Scholarship, Presidential Early Career Award for Scientists and Engineers, American Vacuum Society Medard Welch Award, U.S. Science Envoy, and MacArthur Fellowship. In addition, he is an elected member of the American Academy of Arts and Sciences, National Academy of Engineering, and National Academy of Inventors and has founded two companies, NanoIntegris and Volexion, which are suppliers of nanoelectronic and battery materials, respectively.

This talk was given at a TEDx event using the TED conference format but independently organized by a local community.

Balaji on AI

A few miscellaneous thoughts.

First, the new bottleneck on AI is prompting and verifying. Since AI does tasks middle-to-middle, not end-to-end. So business spend migrates towards the edges of prompting and verifying, even as AI speeds up the middle.

Second, AI really means amplified intelligence, not agentic intelligence. The smarter you are, the smarter the AI is. Better writers are better prompters.

TSMC Arizona Chips Are Reportedly Being Flown Back to Taiwan For Packaging; U.S. Semiconductor Supply Chain Still Remains Dependent on Taiwan

A new report says that chips made by TSMC Arizona are being sent back to Taiwan for packaging, fulfilling demand coming from the AI markets.