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AI and the mysteries of reality

Does AI have the potential to uncover the mysteries of reality, or does it lack the capacity for genuine discovery?

With the 2024 Nobel Prizes for physics and chemistry both awarded for AI-related science, claims that AI will soon make novel scientific breakthroughs on its own are growing louder.

Start-ups are already attempting to create “The AI Scientist,” and researchers at Imperial College argue AI will “usher in a new age of discovery to rival the golden age of the scientific method.” But critics argue the scientific capability of AI remains unknown.

Join computer scientist Roman Yampolskiy, philosopher Steve Fuller, and co-curator of “AI: More than Human” Suzanne Livingston to debate what AI can and can’t do for science.

Tap here to watch now.


The 2024 Nobel Prizes for physics and chemistry were both won for AI-related science, leading some to claim that AI will soon be making novel scientific discoveries on its own. Start-ups are already attempting to create “The AI Scientist,” which will one day “fully automate scientific discovery.” And researchers at Imperial College argue AI will.

Liver cancer roadmap links tumor hallmarks to treatment, including targetable mutations

A new review from the Icahn School of Medicine at Mount Sinai and the Hospital Clínic de Barcelona provides one of the clearest roadmaps to date for understanding and treating liver cancer, one of the deadliest cancers worldwide. Published in Cell, the study, “Hallmarks of Liver Cancer: Therapeutic Implications”, applies the widely used “Hallmarks of Cancer” framework to liver tumors, linking the biology of the disease to treatment strategies, including immunotherapy and precision medicine approaches, particularly in the approximately 45% of bile duct cancers that harbor targetable mutations.

The study was led by Josep M. Llovet, MD, Ph.D., Professor of Medicine at the Icahn School of Medicine (Liver Diseases) at Mount Sinai and Director of the Liver Cancer Program at the Mount Sinai Tisch Cancer Center; and Daniela Sia, Ph.D., Associate Professor of Medicine (Liver Diseases) at the Icahn School of Medicine.

Marking the 25th anniversary of the groundbreaking “Hallmarks of Cancer” framework introduced by Douglas Hanahan, Ph.D. (Swiss Institute for Experimental Cancer Research), and Robert A. Weinberg, Ph.D. (Massachusetts Institute of Technology), the Mount Sinai-led team applies this influential model specifically to primary liver cancer, offering new insights into disease biology and treatment strategies.

Scientists Reveal Why Bread Can Cause Weight Gain Without Overeating

New research in mice shows how eating bread can cause body weight and fat mass to increase, even though caloric intake stays at a similar level.

The research, led by a team from Osaka Metropolitan University in Japan, highlights how carbohydrates can contribute to weight gain as well as excessive fat intake – which is what dietary advice tends to focus on.

This isn’t the first time nutritionists have talked about bread and carbohydrates and their contribution to weight gain, but there hasn’t been much detailed research into the relationship – especially wheat flour – or into what might be happening at a metabolic level.

Association of an Aquaporin-4 Haplotype With Cognition, Brain Volume, and Dementia Risk in Community-Dwelling Individuals Without Dementia

The findings from this study found that carrying the minor allele at an AQP4 haplotype was associated with better verbal episodic memory, larger hippocampal volumes, lower amounts of brain free water, and lower dementia risk.


Background and Objectives.

Revisiting the Poor Man’s Majoranas: the spin–exchange induced spillover effect

This just in: using “Poor man’s Majoranas” as quantum spin probes could open a new frontier for #

Quantumscience! By harnessing the sensitivity of these systems, scientists have taken what was once considered a defect into a promising feature that enables them to function as precise quantum spin sensors ⚛️. Explore what this means for the future of quantumphysics here.


Revisiting the Poor Man’s Majoranas: the spin–exchange induced spillover effect, Sanches, J E, Sobreira, T M, Ricco, L S, Figueira, M S, Seridonio, A C.

Beyond Cell Death: The Hidden Drivers of Stem Cell Aging

As we age, our ability to maintain healthy blood and a strong immune system gradually declines, largely because hematopoietic stem cells (HSCs), the cells responsible for producing all blood cell types, begin to lose their effectiveness. Normally, HSCs can both self-renew and generate a balanced mix of blood cells, but over time they produce fewer new cells, favor certain cells such as myeloid cells over lymphoid cells, and struggle to support a robust immune response. Accumulated cellular damage, shifts in gene activity, ongoing low-level inflammation, and changes in the bone marrow environment, all appear to contribute to this decline. However, the precise mechanisms by which these diverse stresses converge to weaken HSCs have remained unclear.

Researchers from The University of Tokyo, Japan, and St. Jude Children’s Research Hospital, USA, sought to uncover a mechanism explaining how age-related stresses drive HSC functional deterioration, focusing on the receptor-interacting protein kinase 3 (RIPK3)-mixed lineage kinase like (MLKL) signaling axis—a pathway traditionally associated with necroptosis, or programmed cell death. The study was led by Dr. Masayuki Yamashita, an Assistant Member at St. Jude Children’s Research Hospital, who, at the time of the investigation, was an Assistant Professor at The Institute of Medical Science, The University of Tokyo. The other co-authors include Dr. Atsushi Iwama from The Institute of Medical Science, The University of Tokyo, and Dr. Yuta Yamada from St. Jude Children’s Research Hospital, who was a graduate student at The Institute of Medical Science, The University of Tokyo.

Explaining the motivation behind the study, Dr. Yamashita says, “We discovered an unexpected phenotype in HSCs of MLKL-knockout mice repeatedly treated with 5-fluorouracil, where aging-associated functional changes were markedly attenuated despite no detectable difference in HSC death, prompting us to investigate whether this pathway might induce functional changes beyond cell death.” This observation shifted the research focus toward a non-lethal role of MLKL—a concept later highlighted in their study, published in Volume 17 of the journal Nature Communications on April 6, 2026.

To investigate this, the team employed a combination of genetic mouse models, stress treatments, and functional assays. They used wild-type, MLKL-deficient, and RIPK3-deficient mice, along with specialized reporter mice capable of detecting MLKL activation through a Förster resonance energy transfer-based biosensor. Mice were exposed to stressors mimicking aging, including inflammation, replication stress, and oncogenic stress. HSC function was then assessed primarily through bone marrow transplantation, which measures the ability of stem cells to regenerate the blood system. Complementary analyses included flow cytometry, ex vivo expansion, RNA-seq, assay for transposase-accessible chromatin-seq, high-resolution microscopy, metabolic assays, and mitochondrial analyses, enabling a detailed understanding of how non-lethal MLKL activation impairs HSC function at molecular, cellular, and organelle levels.

Abstract: Nature Communications.

Non-necroptotic MLKL function damages mitochondria and promotes hematopoietic stem cell aging.

https://www.nature.com/articles/s41467-026-71060-4

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