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Challenging a 300-year-old law of friction

Researchers at the University of Konstanz have uncovered a new mechanism of sliding friction: resistance to motion that arises without any mechanical contact, driven purely by collective magnetic dynamics. The study, published in Nature Materials, shows that friction does not necessarily increase steadily with load, as postulated by Amontons’ law—one of the oldest and most fundamental empirical laws of physics—but can instead exhibit a pronounced maximum when internal magnetic ordering becomes frustrated.

For more than three centuries, Amontons’ law has linked friction directly to load, reflecting the everyday experience that heavier objects are harder to move; for example, pushing a heavy piece of furniture requires far more effort than sliding a light chair. This behavior is commonly attributed to tiny deformations of the surfaces in contact under load, which increase the number of microscopic contact points and thereby enhance friction.

In most classical situations, these deformations remain small and do not qualitatively change the internal structure of the materials during sliding. It is therefore not clear whether Amontons’ law will also hold when sliding induces much stronger internal reconfigurations, as can occur in magnetic materials where motion can modify the magnetic order.

California’s OS-based age verification law challenges open-source community

How Linux and BSD Distros Are Responding to the New Age Verification Laws https://itsfoss.com/news/distros-response-age-verification-laws/


California’s new online safety bill, AB 1,043 (the Digital Age Assurance Act), adopts a declared age model for operating systems. Under the law, which is set to take effect on January 1, 2027, when a user sets up a new device, the operating system is required to ask for their age or date of birth. This declared age will be used to curate what’s available on the app store, and can be shared with developers on request to ensure age-appropriate experiences.

An article in PC Gamer points out that this “sounds incompatible with many of today’s open source software, including Linux.” The open source community is wrestling with the problem of how to comply with the laws while also not violating core privacy principles.

The piece muses on technical solutions, quoting Jef Spaleta, project leader for popular Linux distribution, The Fedora Project, who says “this might be as simple as extending how we currently map uid to usernames and group membership and having a new file in /etc/ that keeps up with age.”

How AI is integrated into clinical workflow lowers medical liability perception

Artificial intelligence (AI) is changing the field and practice of medicine, including legal liability and the perception of who is at fault when a patient experiences harm. “AI holds promise to improve the quality and safety of health care and to reduce errors and patient harm, but the risk of legal liability is a potential barrier for investment and development of this technology as well as the quality of care,” said Michael Bruno, professor of radiology and of medicine at Penn State College of Medicine.

Now, Bruno, working alongside a team of researchers from Brown University and Seton Hall University School of Law, found that the understanding of physician liability is influenced by the way in which AI is integrated into a clinician’s workflow. The study was published in the journal Nature Health.

The researchers presented mock jurors with a hypothetical malpractice case where a patient suffered irreversible brain damage because a radiologist didn’t detect a brain bleed from a computerized tomography (CT) scan, even though AI correctly identified the scan as abnormal.

Microsoft becomes first company to say it is not ‘abandoning’ Anthropic; company says: Our lawyers have studied that …

The TOI Tech Desk is a dedicated team of journalists committed to delivering the latest and most relevant news from the world of technology to readers of The Times of India. TOI Tech Desk’s news coverage spans a wide spectrum across gadget launches, gadget reviews, trends, in-depth analysis, exclusive reports and breaking stories that impact technology and the digital universe. Be it how-tos or the latest happenings in AI, cybersecurity, personal gadgets, platforms like WhatsApp, Instagram, Facebook and more; TOI Tech Desk brings the news with accuracy and authenticity.

In defense of artificial suffering

Perhaps our last line of defense.


Philosophical Studies — The ability to suffer, in the case of artificial entities, is often viewed as a moral turning point—once detected, there is no going back, and the moral landscape is irreversibly altered. The presence of entities capable of suffering imposes moral and legal obligations on humans. It is therefore unsurprising that many have urged caution in pursuing artificial suffering, with some even proposing a moratorium. In this paper, however, I argue that the emergence of artificial suffering need not entail moral disaster. On the contrary, I defend its development and contend that it may be a necessary feature of superintelligent robots. I suggest that artificial suffering could be essential for enabling human-like ethics in machines, bridging the retribution gap, and functioning as a control mechanism to mitigate existential risks. Rather than constraining research in this area, I maintain that work on artificial suffering should be actively intensified.

Hybrid Cosmopsychism: A Bold New Answer to the Mystery of Consciousness

How Exactly does Panpsychism Help Explain Consciousness?
In this episode, we explore a provocative new theory in the philosophy of mind—hybrid cosmopsy-chism. This hybrid form of panpsychism claims that conscious experience is rooted in the universe itself and distributed through emergent subjects like humans. By combining strong and weak emergence, this view promises to overcome the limitations of both physicalism and dualism, offering a radical yet elegant solution to the hard problem of consciousness.

Disclaimer:

In this video, we use Google’s NotebookLM to assist in the analysis and understanding of complex doc-uments. NotebookLM is a research and writing tool that allows us to generate summaries directly from uploaded documents. The podcast like audio overview you will hear is generated by Google’s AI based on the content of the published paper on the topic.

Please note that the interpretations and summaries generated by NotebookLM are automated and may not capture every detail or nuance. They are intended to aid in understanding but should not be consid-ered a substitute for professional advice or a legal interpretation of the documents.

Dario Amodei — “We are near the end of the exponential”

Predicts significant advancements in AI capabilities within the next decade, which will have a profound impact on society, economy, and individuals, and emphasizes the need for careful governance, equitable distribution of benefits, and responsible development to mitigate risks and maximize benefits ## ## Questions to inspire discussion.

AI Scaling and Progress.

Q: What are the key factors driving AI progress according to the scaling hypothesis?

A: Compute, data quantity and quality, training duration, and objective functions that can scale massively drive AI progress, per Dario Amodei’s “Big Blob of Compute Hypothesis” from 2017.

Q: Why do AI models trained on broad data distributions perform better?

A: Models like GPT-2 generalize better when trained on wide variety of internet text rather than narrow datasets like fanfiction, leading to superior performance on diverse tasks.

Optimus Surgeons in 3 Years | MOONSHOTS

Optimus robots, with their rapidly advancing capabilities in AI and dexterity, are poised to revolutionize the field of surgery, potentially surpassing human surgeons in precision and accessibility within a few years and making traditional surgical expertise and even medical school obsolete.

## Questions to inspire discussion.

Healthcare Access & Economics.

🏥 Q: How will Optimus robots change healthcare costs and accessibility?

A: Optimus surgeon robots will operate at costs limited to capital expenditure and electricity, enabling deployment in rural villages and developing countries like Zimbabwe and throughout Africa, demonetizing and decentralizing access to medical care that will exceed what presidents currently receive.

Technology Timeline & Capabilities.

The Frontier Labs War: Opus 4.6, GPT 5.3 Codex, and the SuperBowl Ads Debacle

Questions to inspire discussion AI Model Performance & Capabilities.

🤖 Q: How does Anthropic’s Opus 4.6 compare to GPT-5.2 in performance?

A: Opus 4.6 outperforms GPT-5.2 by 144 ELO points while handling 1M tokens, and is now in production with recursive self-improvement capabilities that allow it to rewrite its entire tech stack.

🔧 Q: What real-world task demonstrates Opus 4.6’s agent swarm capabilities?

A: An agent swarm created a C compiler in Rust for multiple architectures in weeks for **$20K, a task that would take humans decades, demonstrating AI’s ability to collapse timelines and costs.

🐛 Q: How effective is Opus 4.6 at finding security vulnerabilities?

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