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Atom-swapping method successfully applied to complex organic structures—new possibilities for drug design

Skeletal editing is a modern approach to chemical synthesis. By making precise alterations at the atomic level, researchers are able to directly convert existing drug scaffolds into new, biologically relevant compounds.

A team led by chemist Prof Armido Studer from the University of Münster has developed a new strategy based on this technique to swap with nitrogen atoms (“C-to-N atom swapping”). The process functions within indole and benzofuran frameworks. These chemical structures, which contain two molecular rings consisting mainly of carbon, are common building blocks of pharmaceuticals and natural products.

“This technique expands the synthetic toolbox available for skeletal editing,” explains doctoral student Zhe Wang, who carried out most of the experimental work. It represents a step forward in the development of new molecules from established pharmacophores, i.e. the molecular components responsible for pharmacological effects.

This is the dawn of machine consciousness | Joscha Bach FULL INTERVIEW

In this in-depth interview, Joscha Bach shares his insights into AI: what it illuminates about consciousness, how it will develop, and what it means for humanity.

Is AI our only chance at achieving real understanding?

With a free trial, you can watch our full archive of Joscha Bach’s talks and debates at https://iai.tv/home/speakers/joscha-b… Introduction 00:08 What is Artificial General Intelligence, and how far away are we from creating it? 01:08 Do you consider AI humanlike now? 02:43 Why do you defend a computational perspective? 03:44 Is AI the method for the universe to understand itself? 04:26 How is AI transforming society now, and how will it transform society in the next few years? 05:20 Do you think we have the capacity to reconceive how our institutions will function in light of these changes? 06:17 How could AI help us solve the climate crisis, when our biggest problem is inaction? 08:24 Have we become less critical, as a species? 10:40 Would you agree that social media has been detrimental to our society? 12:58 How do you think AGI will be realised? 18:46 What are the differences between evolved systems and designed systems? 20:31 What did you think of the infamous open letter about AI safety? 24:24 How can we solve AI’s misalignment to human values? 25:43 Do you have hope for the future? 27:33 Do you think it’s possible to build a machine that understands? 30:32 Do you think that we are living in base reality? Join cognitive scientist and AI researcher Joscha Bach in this exclusive interview on the limits, risks, and future of AI. From the potential of Artificial General Intelligence to the alignment problem and the fundamental ways AI learns differently from humans, Bach explores whether AI might one day grasp reality on a deeper level than we can. He also examines the systemic failures of institutions in tackling the climate crisis and the COVID-19 pandemic, arguing that the internet’s potential for collective intelligence remains largely untapped. Might AI help us overcome these challenges, or does it merely reflect our own limitations? Interviewed by Darcy Bounsall. #ai #agi #artificialintelligence #artificialgeneralintelligence #consciousness #computerscience Joscha Bach is a cognitive scientist, AI researcher, and philosopher whose research aims to bridge cognitive science and AI by studying how human intelligence and consciousness can be modelled computationally. The Institute of Art and Ideas features videos and articles from cutting edge thinkers discussing the ideas that are shaping the world, from metaphysics to string theory, technology to democracy, aesthetics to genetics. Subscribe today! https://iai.tv/subscribe?utm_source=Y… For debates and talks: https://iai.tv For articles: https://iai.tv/articles For courses: https://iai.tv/iai-academy/courses.

00:00 Introduction.
00:08 What is Artificial General Intelligence, and how far away are we from creating it?
01:08 Do you consider AI humanlike now?
02:43 Why do you defend a computational perspective?
03:44 Is AI the method for the universe to understand itself?
04:26 How is AI transforming society now, and how will it transform society in the next few years?
05:20 Do you think we have the capacity to reconceive how our institutions will function in light of these changes?
06:17 How could AI help us solve the climate crisis, when our biggest problem is inaction?
08:24 Have we become less critical, as a species?
10:40 Would you agree that social media has been detrimental to our society?
12:58 How do you think AGI will be realised?
18:46 What are the differences between evolved systems and designed systems?
20:31 What did you think of the infamous open letter about AI safety?
24:24 How can we solve AI’s misalignment to human values?
25:43 Do you have hope for the future?
27:33 Do you think it’s possible to build a machine that understands?
30:32 Do you think that we are living in base reality?

Join cognitive scientist and AI researcher Joscha Bach in this exclusive interview on the limits, risks, and future of AI. From the potential of Artificial General Intelligence to the alignment problem and the fundamental ways AI learns differently from humans, Bach explores whether AI might one day grasp reality on a deeper level than we can. He also examines the systemic failures of institutions in tackling the climate crisis and the COVID-19 pandemic, arguing that the internet’s potential for collective intelligence remains largely untapped. Might AI help us overcome these challenges, or does it merely reflect our own limitations?

Interviewed by Darcy Bounsall.

How The Stargate Project Plans To Cure Aging

Good channel here.


The future of human longevity just got a $500billion booste thanks to Trump’s bold new AI vision! In this video, we explore the recently announced Stargate AI Infrastructure Project—a staggering $500 billion initiative unveiled by President Donald Trump on January 21, 2025, alongside tech titans OpenAI, Oracle, and SoftBank. Designed to build colossal data centers and supercharge AI development, could this ambitious plan hold the key to curing aging? We dive into the cutting-edge science, the potential of AI to revolutionize healthcare, and how Stargate might reshape humanity’s fight against time. Buckle up for a wild ride into the future!

🔍 What You’ll Discover:
The Stargate Project: Trump’s massive AI infrastructure gamble.
How AI could unlock breakthroughs in aging research.
The players: OpenAI, Oracle, SoftBank, and their bold vision.
The big question: Can this tech triumph over mortality?

JOIN LSN Patreon for exclusive access to news, tips and a community of like minded longevity enthusiasts: https://www.patreon.com/user?u=29506604

🔔 Like, subscribe, and hit the bell for more groundbreaking insights every week! Tell us in the comments: Do you think Stargate could be the key to curing aging? Let’s debate it!

Machine learning method improves accuracy of inverse protein folding for drug design

An AI approach developed by researchers from the University of Sheffield and AstraZeneca, could make it easier to design proteins needed for new treatments.

In their study published in the journal Nature Machine Intelligence, Sheffield computer scientists in collaboration with AstraZeneca and the University of Southampton have developed a new machine learning framework that has shown the potential to be more accurate at inverse than existing state-of-the-art methods.

Inverse protein folding is a critical process for creating novel proteins. It is the process of identifying , the building blocks of proteins, that fold into a desired 3D protein structure and enable the protein to perform specific functions.

Scientists Discover Molecule That Blocks Aging And Dementia in Mice

Scientists are looking at ways to tackle Alzheimer’s and dementia from all kinds of angles, and a new study has identified the molecule hevin (or SPARCL-1) as a potential way of preventing cognitive decline.

Hevin is a protein naturally produced in the brain by cells called astrocytes. These support-worker cells look after the connections or synapses between neurons, and it’s thought that hevin plays a role in this essential work.

In this new study, researchers from the Federal University of Rio de Janeiro (UFRJ) and the University of São Paulo in Brazil boosted hevin production in the brains of both healthy mice and those with an Alzheimer’s-like disease.

Cancer Plasticity: The Shape-Shifting Threat Challenging Modern Treatments

Cancer plasticity allows tumor cells to change their identity, evade therapies, and adapt to environmental pressures, contributing to treatment resistance and metastasis. New research is targeting this adaptability through epigenetic drugs, immune checkpoint inhibitors, and strategies to limit phenotypic switching.

Previously uncharacterized gene necessary for DNA repair identified

Cells are constantly subjected to DNA damage from a range of internal and environmental sources. It is estimated that cells can experience as many as 100,000 DNA lesions per day. One of the most deleterious types of DNA lesions is the DNA double-strand break (DSB). Just one unrepaired DNA DSB may be enough to cause mutations or cell death leading to a wide range of pathologies including cancer, immune deficiency, premature aging and neurodegeneration.

To respond to the array of DNA lesions that occur, cells have developed a complex and coordinated series of steps involving DNA damage recognition, cell cycle arrest and signaling-induced activation of the DNA repair machinery—processes collectively referred to as the DNA damage response (DDR). In recent years, progress has been made in understanding how this process is initiated. However, the later stages of this process, including long range DNA end-resection, are not well understood.

In a new study published in Nature Cell Biology, researchers from Boston University Chobanian & Avedisian School of Medicine, Massachusetts General Hospital (MGH) and Harvard Medical School, identified several uncharacterized chromatin factors (proteins that regulate ) that are recruited to sites of DNA damage, including the gene ZNF280A. Importantly, this gene is hemizygously deleted—meaning one of the two copies of alleles is missing—in a subset of patients with a human developmental syndrome called 22q11.2 distal deletion syndrome.

Parkinson’s: an unknown treatment already transforming patients’ lives

A major medical breakthrough is giving new hope to those with Parkinson’s disease. Stem cell transplants into the brain are showing impressive results, leading to long-term improvements in motor symptoms for the first patients treated… Read more