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DeepMind’s Insane AI Breakthroughs With CEO Demis Hassabis

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00:00 Intro.

Wristwatch-like device enables assessment of health risks for astronauts on mission to the moon

Just a few hours before the Orion spacecraft crossed the sky en route to the moon on April 1, mechatronics engineer Rodrigo Trevisan Okamoto received confirmation he had been waiting for since the Artemis 2 mission was announced in 2023. The email from NASA stated that the crew of the first crewed mission to orbit the moon in half a century would carry a device developed by Okamoto and his team at Condor Instruments, a São Paulo-based startup.

“The NASA announcement was sudden and caught us by surprise. And it was only after the mission concluded that we learned the astronauts had been using the equipment in tests for the past two years,” Okamoto told Agência FAPESP.

The device, called an actigraph, is shaped like a wristwatch and incorporates accelerometers, as well as light and temperature sensors, to precisely map the user’s sleep and wake patterns over the course of days or weeks.

Childhood trauma predicts higher risk of combined mental and physical illness in later life

Researchers modeled the specific dosage of trauma to highlight an escalating relationship between the sheer volume of trauma and later health vulnerabilities. Small amounts of childhood adversity corresponded to relatively modest increases in health risks. However, once a person’s trauma score passed four distinct adverse experiences, the upward trajectory of their health risk accelerated rapidly.

The researchers also investigated the stepping stones connecting early trauma to later disease onset. Using a statistical technique called mediation analysis, they looked for intermediate health issues that acted as bridges over the span of a lifetime. They found that developing either a single physical illness or isolated depression in early adulthood often served as an indirect pathway to combined disease in older age.

For individuals with the highest amounts of early trauma, early-onset depression played a particularly strong bridging role. An initial diagnosis of depression frequently paved the way for additional physical conditions as time went on. These findings align with biological theories suggesting that severe childhood stress permanently disrupts the body’s immune regulation and stress hormone pathways.

AI-powered stretchable computing patch can run algorithms directly on the body

A new skin-like computing patch developed at the University of Chicago Pritzker School of Molecular Engineering (UChicago PME) can analyze health data using artificial intelligence in an unprecedented way. Unlike today’s wearable devices, it carries out its AI computations directly on the body, in mere milliseconds, without relying on a wireless connection.

While your current smartwatch may be able to track your heart rate or movements, it doesn’t analyze what it finds. The analysis happens elsewhere, after it shuttles data to an external server. In some situations—detecting ventricular fibrillation in the heart, for instance—that few-seconds lag to communicate with the server is too long.

The new device, designed and tested in collaboration with researchers at Argonne National Laboratory, was made possible by the development of manufacturing processes that allow organic electrochemical transistors to be printed onto flexible surfaces.

Cytokine-armored CAR-T cell therapy helps eliminate aggressive brain tumors in preclinical study

Scientists at the UCLA Health Jonsson Comprehensive Cancer Center have developed a new cytokine-armored CAR-T cell therapy that helps the immune system better attack aggressive brain tumors in mice while reducing dangerous side effects that have long limited immune-based treatments for glioblastoma, one of the deadliest and most treatment-resistant brain cancers.

The therapy works by reprogramming CAR-T cells to release immune-stimulating proteins, called IL-12 and DR-18, that activate the body’s own immune system, strengthening the overall anti-cancer response. In mouse models, the approach improved tumor control, including against cancers made up of mixed cell populations that often escape therapies.

Researchers also found that pairing the treatment with a second CAR-T strategy targeting VEGF, a protein that drives abnormal blood vessel growth and contributes to swelling in glioblastoma, helped reduce side effects while preserving strong anti-tumor activity.

Fungus-powered farming delivers higher yields and better-tasting crops, says study

Can we have higher yields and better taste? Using a natural extract from the fungus Pseudozyma aphidis, this method improves the firmness and natural sugar content of crops like tomatoes and melons while significantly boosting production. This discovery offers a practical path to meeting global food demands without compromising the health of the planet or produce quality. Furthermore, because the approach uses stable microbial secretions instead of live cultures, it ensures consistent and reliable performance across various agricultural environments and climates.

Researchers at the Hebrew University of Jerusalem have identified a natural, eco-friendly way to significantly increase agricultural yields while also improving the quality and taste of produce. The study, led by Professor Maggie Levy alongside researchers Anton Fennec and Neta Rotem, focuses on an extract derived from the yeast-like fungus Pseudozyma aphidis.

As the global population continues to grow, the demand for higher agricultural output has historically led to the heavy use of synthetic fertilizers and pesticides. These chemicals often contribute to soil and water pollution and increase greenhouse gas emissions. The new research, published in the journal Plant Physiology, suggests that beneficial micro-organisms can offer a sustainable alternative to these traditional agricultural inputs.

Outside the Safe Operating Space of a New Planetary Boundary for Per- and Polyfluoroalkyl Substances (PFAS)

It is hypothesized that environmental contamination by per-and polyfluoroalkyl substances (PFAS) defines a separate planetary boundary and that this boundary has been exceeded. This hypothesis is tested by comparing the levels of four selected perfluoroalkyl acids (PFAAs) (i.e., perfluorooctanesulfonic acid (PFOS), perfluorooctanoic acid (PFOA), perfluorohexanesulfonic acid (PFHxS), and perfluorononanoic acid (PFNA)) in various global environmental media (i.e., rainwater, soils, and surface waters) with recently proposed guideline levels. On the basis of the four PFAAs considered, it is concluded that levels of PFOA and PFOS in rainwater often greatly exceed US Environmental Protection Agency (EPA) Lifetime Drinking Water Health Advisory levels and the sum of the aforementioned four PFAAs (Σ4 PFAS) in rainwater is often above Danish drinking water limit values also based on Σ4 PFAS; levels of PFOS in rainwater are often above Environmental Quality Standard for Inland European Union Surface Water; and atmospheric deposition also leads to global soils being ubiquitously contaminated and to be often above proposed Dutch guideline values. It is, therefore, concluded that the global spread of these four PFAAs in the atmosphere has led to the planetary boundary for chemical pollution being exceeded. Levels of PFAAs in atmospheric deposition are especially poorly reversible because of the high persistence of PFAAs and their ability to continuously cycle in the hydrosphere, including on sea spray aerosols emitted from the oceans. Because of the poor reversibility of environmental exposure to PFAS and their associated effects, it is vitally important that PFAS uses and emissions are rapidly restricted.

Biodegradable sensors attached to plants detect pesticides in 3 minutes

Researchers at the São Carlos Institute of Physics at the University of São Paulo (IFSC-USP) in Brazil, led by Paulo Augusto Raymundo-Pereira, have created biodegradable, “wearable” sensors for plants to monitor their health, including the presence of pesticides. The sensors are made from carbon ink and are screen-printed onto transparent cellulose acetate bioplastics.

The study was published in Biosensors and Bioelectronics: X. The World Economic Forum selected wearable sensor engineering as one of the top ten emerging technologies of 2023 for its potential to improve plant health and increase agricultural productivity.

However, most wearable devices today are made from nonrenewable plastic polymers derived from petroleum and have poor adhesion to uneven, wavy, and curved surfaces.

AI is starting to beat doctors at making correct diagnoses

Researchers show that a type of AI known as a large language model often outperformed physicians at diagnosing complex and potentially life-threatening conditions, including decreased blood flow to the heart, even in the fast-moving stages of real ER care when information is limited.

In early ER cases, the model identified the correct or a very close diagnosis in about 67% of cases, compared with roughly 50% to 55% for physicians. And the technology is only getting better.


If you walk into an emergency room (ER) in 10 years, you’ll encounter a new type of caregiver: an artificial intelligence (AI) system designed to get you a diagnosis faster and help your care team make more informed decisions. While you sit in the waiting room, you’ll be hooked up to a blood pressure cuff that’s constantly and autonomously monitored. All the while, an AI agent will be listening in while you and your doctor talk about your symptoms, ready to flag any mistakes your physician makes or suggest next steps.

This vision of AI-assisted emergency health care may soon be reality. In a new study, researchers show that a type of AI known as a large language model (LLM) often outperformed physicians at diagnosing complex and potentially life-threatening conditions, including decreased blood flow to the heart, even in the fast-moving stages of real ER care when information is limited, they report today in Science. In early ER cases, the model identified the correct or a very close diagnosis in about 67% of cases, compared with roughly 50% to 55% for physicians. And the technology is only getting better.

“Evaluating AI in medicine demands both depth and breadth across different clinical tasks and settings,” and these authors were able to incorporate both in this study, says Shreya Johri, a computer scientist at the Dana-Farber Cancer Institute who was uninvolved with the new research. Still, she notes, wide adoption of these AI systems in health care will hinge on knowing the contexts in which they’re most reliable.

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