In honor of Thomas Paine and other Founders & Immigrants. In memory of my daddy Horst Bingel and my mom Irma Bingel
Tuesday, June 30, 2026
SpaceX has lofted about 5 times more satellites than anyone else or more thane everyone else combined in history
Elon Musk never ceases to amaze me! Bravo!
P.S. There is some confusion/ambiguity about the statement! My guess is that Musk meant to say five times more than any other organisation.
Elon Musk: "Within ~5 years, probably ~5 times as many satellites as rest of world"
"Elon Musk's company has now lofted more spacecraft than the rest of humanity combined — and its lead is likely to grow over the coming months and years.
Investor and former space-industry executive Christian Keil highlighted the achievement in a June 12 X post, which noted that SpaceX had launched 15,262 satellites as of that date. The combined total for all other companies and organizations since the dawn of the space age in 1957 was 15,138, according to Keil."
Israeli government votes to recognize Armenian Genocide
Good news! Bravo! Give Osman Sultan Erdogan what he deserves!
"The Israeli government voted on Sunday to formally recognize the Armenian Genocide, following a resolution proposal put forth by Foreign Minister Gideon Sa'ar late last week. ...
“Recognizing the genocide perpetrated against the Armenian people in the final years of the Ottoman Empire is both a moral and historical duty,” Sa’ar said in a Thursday post to X/Twitter, announcing the resolution. “We must also firmly condemn any denial, minimization, or distortion of the historical truth.” ..."
Skulls lie in the ruined Armenian village of Sheyxalan in 1915 (pic: Armenian Genocide Museum-Institute) (Source)
Image of a suited white man placing an electromechanical mouse inside a miniature maze - IEEE. Really!
Is the IEEE now also going for woke ideology? IEEE stands for Institute of Electrical and Electronics Engineers.
https://spectrum.ieee.org/media-library/black-and-white-image-of-a-suited-white-man-placing-an-electromechanical-mouse-inside-a-miniature-maze.jpg?id=66957463&width=1200&height=900 (the web address of the photo below)
"Bell Labs researcher Claude Shannon and his electromechanical mouse Theseus trying to solve the maze in one of the first experiments in artificial intelligence. Alcatel-Lucent/Bell Labs/Science Source"
A new vaccine that teaches the immune system to rapidly neutralize fentanyl and new emerging synthetic fentanyl analogs
Good news!
"... Now, scientists at Scripps Research have shown the feasibility of a completely different approach to combating fentanyl deaths: a vaccine that teaches the immune system to rapidly neutralize the drug before it reaches the brain in the first place. The research ... suggests that their vaccine candidate could work against not only fentanyl itself, but most fentanyl-related “designer drugs”—altered versions of fentanyl made to boost its effects or evade detection. ...
When the team tested the resulting antibodies against different fentanyl designer drugs, the vaccine showed exactly the kind of pan specificity they had been looking for. The antibodies bound tightly to fentanyl and other dangerous variants—including carfentanil, China White, acetylfentanyl and furanylfentanyl. Yet they ignored clinically used opioids like morphine, oxycodone, remifentanil and alfentanil.
More importantly, when vaccinated mice were given fentanyl doses that would normally cause severe respiratory depression, the animals’ breathing remained nearly normal. Measurements of fentanyl concentration in the brain showed that the vaccine had reduced levels there by roughly 70% compared to mice that didn’t receive the vaccine. ..."
From the abstract:
"Synthetic opioids pose a chemically evolvable threat, in which extreme potency and rapid diversification allow fentanyl analogues to outpace structure-specific countermeasures. Immune strategies largely responded by copying the parent chemotype, implicitly treating small-molecule recognition as scaffold-dependent. Here, we examined an alternative hypothesis: adaptive immunity can recover fentanyl-class identity from transferable spatial and physicochemical information. Replacing the canonical piperidine of fentanyl with a 2-azaspiro[3.3]heptane, we created a chemically orthogonal immunogen with a radically altered three-dimensional arrangement.
Despite this, vaccination elicited high-titer cross-reactive antibodies, broad fentanyl-analogue binding, and protection matching a fentanyl-derived benchmark. Fentanyl antinociception shifted into the ∼1.1–2.1 mg kg–1 range, preserved ventilation during respiratory challenge, and reduced brain fentanyl from 61.9 ± 10.0 to 17.2 ± 0.7 nM.
These results reveal programmable antibody recognition, demonstrating that molecular class identity arises not from direct structural mimicry but through higher-order spatial and physicochemical relationships."
Redefining Drug Immune Recognition: A Radically Reconfigured Molecular Architecture Enables Broad Fentanyl-Class Protection (no public access)
Graphical abstract (?)
Cops bust former special-ed teacher in truck with teen; she's accused of engaging in sexual activity with boy up to 20 times
Another Me Too event! Welcome to age of gender equality!
"A former Florida high school special-education teacher is accused of sexually abusing an underage male, according to authorities.
Citing Brevard County court records, Florida Today reported that 41-year-old Michelle Lynn Hancock was charged with transmitting information harmful to minors, using a computer to seduce or solicit a child, traveling to meet after use of a computer to lure a child, lewd and lascivious touch, sexual battery of a victim, and an authority figure soliciting or engaging in conduct with a student. ..."
We call for a prohibition on the development of super intelligence! Really!
Sometimes so called smart people act really dumm! Reminds me of superstition and myopia!
See how many prominent politicians (e.g. Bernie Sanders, Arnold Schwarzenegger, the senile Chuck Schumer and many others) signed it!
Expect more of such nonsense to be put forward in coming months.
To draw parallels to the nuclear arms race between the US and former Soviet Union in the 20th century are kind of absurd! ML & AI are about so much more than weapons of mass destruction (WMD) or nuclear fission power!
This newsletter was emailed today by Announcing: AI StopWatch MIRI. MIRI stands for Machine Intelligence Research Institute ("We do research and public outreach intended to help prevent human extinction from the development of artificial superintelligence (ASI)."
China’s first AI-powered cancer vaccine production line set to launch in Beijing
Another example how fast China is moving on and driving machine learning and AI! Plus all the excellent research in ML & AI that is done by Chinese researchers and so on!
Will China achieve "Cancer is history/Making cancer history" (before the MD Anderson Cancer Center)? Let's hope China will push forward to make it happen as fast as possible!
"China has broken ground on what developers say is the country’s first production line for AI-assisted personalised tumour vaccines, raising hopes for millions of new cancer patients every year – a disease that ranks as the nation’s second-leading cause of death.
By October, Beijing-based Likang Life Sciences is expected to complete a new drug research and manufacturing centre in the Beijing Economic and Technological Development Zone, with a total investment of about 110 million yuan (US$16.1 million), according to the district government. ..."
Ukraine’s Russian Volunteer Corps Eliminates Kremlin Forces on Zaporizhzhia Front
Headline of the day! When will these Russian volunteers return to Russia to remove Putin the Terrible from power? Why are the Russian Slav(e)s so apathetic and lethargic about this senseless war, now in it's fourth year, that has caused approximately 1.4 million Russian casualties.
"Ukraine’s military intelligence (HUR) released footage showing fighters from the Russian Volunteer Corps (RDK) conducting assaults and clearing Russian positions on the Zaporizhzhia front during the 2025-26 winter-spring campaign.
According to HUR on Tuesday, the unit, operating as part of the Tymur Special Unit, was tasked with stopping Russian advances in a designated section of the front and spent several months conducting assault operations and clearing enemy positions.
The agency said the RDK captured 24 Russian troops and took “dozens” out of action.
The RDK is a unit composed of Russian citizens fighting alongside Ukrainian forces. ..."
Back from China after a four months long stay
I hope to resume my usual blog posts as soon as possible!
It was very exciting to live in central China for four months and I am sure I will report here about may stay very soon.
Monday, June 08, 2026
Latest Gallup Survey Shows Support for LGBTQ Issues Slipping
Good news! For far too long this human fad, infatuation and obsession with LGBTQ has been going on!
Of course, one survey does not make a trend!
"Support for same-sex marriage, the morality of gay and lesbian relationships, and endorsement of gender changes are all down from their early 2020s highs. ....
The Values and Beliefs survey, conducted May 1–17, is based on telephone interviews with a random sample of 1,001 adults. ..."
"Story Highlights
- Support for legal same-sex marriage down six points from 2022-2023 high
- 62% viewing gay/lesbian relations as moral is lowest since 2016
- Perceived morality of changing one’s gender down eight points since 2021
..."
Armenia PM Pashinyan’s Ruling Party Wins Polls: Early Results
Good news, I suppose! Elections have consequences!
This is not a Radio Yerevan joke anymore! 😊
P.S. A supposedly Radie Yerevan joke: " Is it possible to drive a Moskvitch on a curve at 100 km/h? — In general yes, but only once"
Armenian Prime Minister and leader of the Civil Contract party Nikol Pashinyan holds a press conference following the parliamentary election at the party's headquarters in Yerevan early on June 8, 2026.
US adds Alibaba, BYD and other Chinese tech champions to military company blacklist
Serious stuff! How much are these Chinese companies controlled by the communist party of China?
"The Pentagon signalled on Monday that it was adding Alibaba, BYD, Baidu and dozens of other Chinese companies to its list of entities it says are linked to China’s military, widening a blacklist that increasingly targets sectors at the heart of US-China technological competition.
In a Federal Register notice scheduled for publication on Wednesday, the US Department of Defence designated a broad range of Chinese firms as “Chinese military companies” under Section 1260H of the National Defence Authorisation Act.
These include electric vehicle makers, artificial intelligence companies, battery manufacturers, biotech firms and solar suppliers. The designation can complicate companies’ access to US capital markets and government business, although it does not automatically trigger sanctions. ..."
Over 8.5 Million Ukrainian refugees Abroad Since 2014
This is huge! The current population of the Ukraine is estimated at about 39.5 million.
In 2014, Putin the Terrible annexed Crimea and President Obama and the rest of the West did not do much about it! Very regrettable and a huge mistake!
Polish-Ukrainian startup develops radar to track elusive, low-flying drones
Good news! No escaping!
"Polish-Ukrainian anti-drone radar company Molfar Defence said it is developing a new generation of tactical radar systems for drone types that have doggedly managed to penetrate Ukrainian defenses.
The technology aims to find small, low-altitude drones, including those connected to operators via long command wires, a setup that makes them immune to defensive electronic warfare. ..."
France to test its own AI-powered battlefield command in June NATO exercise
Vive la France! Which country is next!
"France will test its artificial intelligence-powered battlefield command system with allies during a NATO interoperability exercise this month, as an alternative to the Maven Smart System developed by Palantir Technologies, said Gen. Patrick Justel, deputy chief of the French Army staff.
The French have been developing the system with local companies including Mistral AI, Safran.AI, Thales and Airbus, Justel said in a media briefing on Thursday. The French Army has already tested the system, dubbed Arcadia, in exercises including Dacian Fall in Romania and Orion 26 in France. ..."
Microsoft AI Introduces MAI-Transcribe-1.5: 2.4% WER and Up to 5x Faster Long-Audio Transcription
Impressive! Really polyglott!
WER = word error rate
"... It transcribes a full hour of audio in under 15 seconds. Best-in-class on FLEURS accuracy. Leads the accuracy-speed Pareto frontier. ..."
"... The model handles 43 languages with a single system. It is optimized for diverse accents, dialects, and real-world acoustic conditions. ..."
MAI-Transcribe-1.5 (official website)
Report on 41 PepsiCo’s driverless trucks on public roads in the US
Good news! Perhaps, there will be a driverless truck near you soon! 😊
"The on-time arrival performance of PepsiCo’s driverless trucks, after factoring out uncontrollable variables like weather and traffic, the company said. The 41 vehicles in Arizona, Texas and Arkansas transport products between bottling plants, storage facilities and stores, making PepsiCo the first major U.S. consumer-goods company to disclose the real-life, large-scale use of autonomous trucks on public roads."
Driverless Trucks Are Here—and They’re Delivering Bags of Doritos (behind paywall) "PepsiCo has 41 trucks on the road in Arizona, Texas and Arkansas, bringing the technology into the mainstream"
President Trump struggled to rein in Israeli Prime Minister Benjamin Netanyahu’s strikes on Iran. Really!
I bet, the news media like here the Wall Street Journal are trying too hard and too much to create the impression of a dispute/disagreement between Trump and Netanyahu over Iran!
Makes for good headlines, but may not be a good representation of the real situation!
"Trump had hoped to contain the flare-up in fighting to keep it from disrupting work on a peace deal he’s trying to hammer out with Tehran. The U.S. and Israel’s priorities are diverging sharply, particularly over Lebanon. On another call this morning, after several rounds of back-and-forth attacks between Israel and Iran, Trump asked Netanyahu to end the attacks, people familiar with the matter said. The Israeli leader later publicly agreed to refrain from further strikes—unless Tehran launched new assaults on his country."
Trump Struggled to Rein In Netanyahu’s Strikes on Iran (behind paywall)" Climbdown in phone call with Israeli leader shows president’s diminishing control over fighting"
Trump DOJ files to strip Jamaican fraudster, Indian H-1B scammer, Haitian pervert, and 14 others of US citizenship
Bravo President Trump!
For decades, Americans have been known worldwide to be very generous, lax and lenient when it comes to enforcing the law (especially immigration laws)! Too many criminals have benefitted from or taken advantage of it!
Then there is the strong American belief in the benefit of doubt!
"Federal officials filed a total of 305 denaturalization cases between 1990 and 2017 — an average of 11 per year. Like the first, the second Trump administration appears keen to make those previous numbers look like child's play.
The Trump Justice Department announced on Monday that it filed denaturalization actions in a handful of federal courts against 17 individuals accused of various crimes including child sex abuse and fraud. ..."
On When AI builds itself by Anthropic
When superstition trumps common sense! Or is this naive, wishful thinking?
This recent blog post by Anthropic appears to have stirred up quite some public controversy and fears about the future of machine learning and AI!
I would say these public fears are quite overblown! So far humanity has managed other potentially dangerous, catastrophic technologies like nuclear weapons and biological weapons quite well! Why would or should it be different this time?
To halt or slow down AI development as suggested appears to be an extreme and rather unnecessary measure. Plus, such a halt or slowdown could e.g. not be verified worldwide with confidence!
"For most of AI’s history, humans drove every step in its development cycle. But at Anthropic, we are delegating a growing share of AI development to AI systems themselves, which is speeding up our work.
Taken far enough, and given enough compute, that trend points to an AI system capable of fully autonomously designing and developing its own successor. This is called recursive self-improvement. We are not there yet, and recursive self-improvement is not inevitable. But it could come sooner than most institutions are prepared for. ...
We believe it would be good for the world to have the option to slow or temporarily pause frontier AI development to enable societal structures and alignment research to keep up with the advance of the technology. ..."
Action Alert: Opportunity for AI Pause by MIRI Institute (MIRI is a leading, ML & AI research institute in Berkeley, CA)
Hookworms have spent millions of years surviving inside a human host. Really!
Last time I checked, the earliest humans came about only roughly several hundred thousand years ago!
"“The hookworm has spent millions of years perfecting how to assure long-term survival inside a human host and how to get molecules out of its body and into ours,” said co-author of a new study Makedonka Mitreva in a statement. “We asked: What if we could add one more molecule to the roughly 1000 things the worm already secretes, something therapeutically useful to people?” ..."
Makedonka Mitreva (Source) knows something about hookworms! 😊
How similar are the protein names of p16INK4a and p16-ARC? Hundreds of scientists were confused in more than 300 papers
An odd story!
For lay people, these two names are not similar at all, I would presume! Maybe you have to be an egghead to confuse these two names! 😊
"Hundreds of scientists who study cancer and aging have deployed the wrong antibody to test for a key protein, according to a researcher who exposes errors in the biomedical literature. Instead of antibodies that recognize p16INK4a, a tumor suppressing protein that may also promote aging, these researchers used versions that tag the similarly named protein p16-ARC, which helps shape the cell’s molecular skeleton.
The gaffe appears in more than 300 papers, including some published by top journals such as Nature, Nature Medicine, Cancer Cell, eLife, and Science Advances, reports Sholto David, a molecular biologist at the U.K. biotech OXB and a part-time error hunter. David’s latest revelations, posted on 2 June on the blog For Better Science, have sent researchers digging through old lab notebooks and, in at least one case, back to the lab to rerun experiments. ..."
Chemists design impact-resistant plastics for shoe soles, tires and other products
Amazing stuff! In my next life I'll become a chemist! 😊
What about more bounce and springiness for soles?
"With help from a novel cross-linking molecule, MIT chemists have shown they can substantially improve the ballistic impact resistance of common polymers, including polystyrene and a type of rubber used to make shoe soles. ...
To make the polymer more resistant to sudden impact, the MIT team added weak bonds scattered throughout the material as cross-links, which allows the material to dissipate energy much more effectively under deformations. When struck by a projectile, these weak bonds selectively break at the site of impact to open up pathways for enhanced energy absorption.
The researchers found that this approach can also fortify styrene-butadiene-styrene rubber, and they are now investigating whether it will also work for other types of polymers such as latex or the rubber that is used to make tires. ..."
From the abstract:
"Mechanical failure is a marked limitation for plastics used in structural, protective and coating applications. In particular, perforation under high-rate deformation is difficult to mitigate through conventional molecular design.
Cross-linking is widely used to improve the thermal and chemical stability of polymers, yet under mechanical deformation, it typically renders materials more brittle, limiting impact resistance and functional lifetime. Overcoming this fundamental trade-off between stability and toughness remains a central challenge. Here we demonstrate that embedding a small fraction of force-sensitive mechanophores as cross-links into common polymers fundamentally reverses this trade-off, producing materials with substantially enhanced ballistic energy dissipation.
At strain rates exceeding 107 s−1, we show that mechanophore-cross-linked networks absorb up to about 115% more energy than conventional thermosets and surpass even their uncross-linked thermoplastic counterparts.
We attribute this behaviour to a force- and adiabatic-heating-driven local thermoset-to-thermoplastic transition, in which selective mechanophore scission facilitates viscoplastic deformation at the impact site while preserving network integrity in the surrounding regions.
We demonstrate the generality of this strategy in both glassy polystyrene and rubbery styrene–butadiene–styrene triblock copolymers.
These results establish mechanophore cross-linking as a design principle for converting commodity polymers into impact-resilient materials and open directions at the intersection of polymer mechanochemistry and extreme-strain-rate material behaviour."
Mechanophore cross-linking enhances ballistic energy dissipation of polymers (no public access)
Chinese President Xi Jinping pledges ‘unwavering’ support for North Korea and Kim Jong-un. Really!
Too bad! The 72 years old Xi Jinping missed a great opportunity to go down in history as a great leader by not suggesting a reunification between South and North Korea.
Disclaimer
Since end of February, I am blogging from behind the Great Firewall of China.
My Internet service in China is very spotty. Thus, I am not able to blog as usual.
Sunday, June 07, 2026
Nach Auto, Stahl und Energie streichen auch Pharma-Konzerne Investitionen in Deutschland
Wieder nur ein paar Einzelfälle oder wieder mal nur Medien Hysterie?
On MetaWorld: Scaling Multi-Agent Video World Model from Single-view Video Data
This could be an interesting new research paper by Dacheng Tao and his team!
From the abstract:
"Video world models are a foundational generative technology for embodied AI and the Metaverse, yet existing approaches are inherently limited to a single agent observing from a single perspective.
Extending these models to multi-agent settings introduces two critical challenges:
data scarcity (coordinated multi-view recordings are prohibitively expensive to collect for general open-domain scenarios) and
world state alignment (independently generated video streams cannot ensure that shared physical environments and events evolve consistently across views).
To address these challenges, we propose MetaWorld, a novel framework that scales multi-agent video world models to open-domain environments directly from single-view videos.
First, we introduce Monocular World-State Unrolling (MWSU) to explicitly decompose monocular footage into the camera operator's ego-motion and the visible subject's spatial trajectory. This camera-trajectory decomposition naturally extracts synchronized multi-agent motion data within a shared 3D space, completely bypassing the need for multi-camera setups.
Second, for precise visual control, we develop the Subject-Aware World Generator to enable appearance-driven simulation conditioned on per-agent identity images.
Finally, to ensure both views are grounded in the identical physical reality, we propose World-State Alignment, a per-frame inter-branch cross-attention mechanism inserted at every transformer layer of the video DiT.
By jointly synchronizing the denoising process, WSA enforces both static geometric consistency and dynamic motion consistency, encouraging that the shared 3D environment and physical events remain well-aligned across both egocentric views.
Extensive experiments demonstrate that MetaWorld achieves superior cross-view consistency and identity fidelity, establishing a highly scalable, physics-driven paradigm for multi-agent video world modeling."
On Edge of Stability Selectively Shapes Learning Across the Data Distribution
This could be an interesting research paper by Tomaso Poggio and his team!
From the abstract:
"Existing analyses of the edge of stability (EoS) treat it as a global property of optimization.
We show that it is also selective: the stability constraint redistributes learning across subsets of the training distribution, amplifying progress on some groups while suppressing progress on others.
Using a branching intervention that enters or exits the EoS regime from the same training state, we causally demonstrate this trade-off and identify two necessary conditions for a group to benefit.
First, its aggregate gradient must align with the top Hessian eigenvector. We isolate this mechanism with a controlled perturbation that preserves distance but randomizes direction, destroying alignment and eliminating the advantage.
Second, the group must sustain non-vanishing gradient magnitude over time. Under cross-entropy loss, gradient saturation decouples confidently classified groups, shifting the advantage to output-outliers, whose gradients persist.
Together, these results show that EoS functions not only as a stability boundary, but as a mechanism governing the allocation of learning across the data distribution."
Sorry Google Scholar
This is what I got this morning when I tried to look up a preeminent ML & AI researcher Quoc V. Le) on Google Scholar from behind the Great Firewall of China using SetupVPN.
On LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks
Google with Quoc V Le and hist team is bringing mathematics into the age of AI! Expect a lot of progress regarding mathematics in coming years thanks to ML & AI!
Exciting times!
From the abstract:
"Large Language Models (LLMs) exhibit strong informal mathematical reasoning but struggle to generate mechanically verifiable proofs in formal languages like Lean.
We present LEAP, an agentic framework that enables general-purpose foundation models to achieve state-of-the-art performance on automated formal theorem proving.
LEAP leverages foundation model capabilities, such as informal reasoning, instruction following, and iterative self-refinement. By decomposing complex problems into smaller units, the system bridges formal proof construction with informal blueprints through continuous interaction with the Lean compiler.
To provide a rigorous evaluation beyond increasingly saturated benchmarks, we introduce Lean-IMO-Bench, a benchmark of IMO-style problems formalized in Lean, with short statements yet highly non-routine and multi-step proofs across a wide range of difficulty levels.
Empirically, on the latest 2025 Putnam Competition, an annual mathematics competition for undergraduate students in North America, LEAP solves all 12 problems, matching recent breakthroughs by frontier formal mathematical models. On Lean-IMO-Bench, LEAP boosts the one-shot formal solve rate of general-purpose LLMs from below 10% to 70%, notably surpassing the 48% benchmark set by a specialized, gold-medal-caliber IMO system.
Furthermore, we demonstrate LEAP's research-level utility by autonomously formalizing complex proofs for open combinatorial challenges, including a verified proof for a key subproblem in Knuth's Hamiltonian decomposition of even-order Cayley graphs."
A Supreme Court Judge Branded India’s Youth as ‘Cockroaches’—and Unleashed a Political Movement
Sometimes words have consequences!
"The chief justice of India’s Supreme Court at a May hearing referred to many young people as “cockroaches” who don’t work. He inadvertently spawned a political movement of young Indians frustrated by high unemployment and low wages that has embraced the moniker and adopted it as the name of a new party."
Saturday, June 06, 2026
David Barnea shares Mossad role in Nasrallah assassination, Iran war details
Don't mess with Mossad at your own peril!
"On Tuesday, David Barnea completed his astounding five-year term as Mossad chief. During that time, he transformed the spy agency from a unit that carried out one or two operations in the shadows at a time, to a juggernaut that could influence the course of war and peace on multiple Middle Eastern fronts – from Iran to Hezbollah in Lebanon, to protecting Jews from terrorism overseas.
He has spent decades in the agency, with five years at its helm, including some of the most crucial in Israel’s history. He helped hobble Iran with hundreds of agents, sabotaging the country in June 2025. There were the exploding beepers in September 2024, which killed Hezbollah operatives. That same month, he oversaw the assassination of Hezbollah chief Hassan Nasrallah in Lebanon. ..."
Head of Mossad David Barnea attends a ceremony held at the Yad Vashem Holocaust Memorial Museum in Jerusalem, as Israel marks the annual Holocaust Remembrance Day. April 23, 2025.
Chinese Sodium-ion batteries could become a low-cost rival to Tesla's batteries
Good news! We need more cheap and better batteries! Hina from China!
I also just blogged here in German about this story!
"A popular sodium-ion battery designed by the company Hina and used in cars and large-scale energy storage systems in China matches performance parameters and production quality of Tesla's lithium-ion batteries, finds new research published in Cell Reports Physical Science. ..."
From the highlights and abstract:
"Highlights
• Sodium-ion cell performance rivals established lithium-ion batteries
• High capacity retention observed at extreme charge rates and low temperatures
• Unique NaCu1/9Ni2/9Fe1/3Mn1/3O2 cathode composition identified in sodium-ion cells
• Archimedean spiral method accurately estimates jelly roll electrode length
Summary
Transparent insight into the design and materials of commercial sodium-ion batteries is essential for assessing their maturity and benchmarking against lithium-ion technologies.
We report postmortem analysis and electrochemical testing of the most commercialized sodium-ion battery technology from Hina Battery, which employs a tabless double-aluminum architecture and a novel cathode composition, NaCu1/9Ni2/9Fe1/3Mn1/3O2. This cathode features a distinctive spatial separation of copper from the other transition metals (Ni, Fe, and Mn) within individual particles.
Using an Archimedean-spiral analysis of computed tomography data, we estimate total cathode length with 2% deviation, without additional image optimization.
The cell delivers performance and production quality comparable to state-of-the-art Li-ion batteries: impedance variation across 120 cells is 5.3%, capacity remains over 100% at 4C (25°C), and usable discharge energy above 80% at −20°C, though this value drops to 56% in the charging direction."
Cell teardown and characterization of a Hina commercial sodium-ion battery (open access)
Credits: Akku für E-Auto & Co.: Natrium statt Lithium? RWTH Aachen testet | FAZ (behind paywall) "Natrium statt Lithium: Eine neue Batterietechnologie könnte die Rohstoffabhängigkeit beenden. Forscher von der RWTH Aachen haben ein aktuelles Modell aus China zerlegt – und waren überrascht von der technischen Reife."
Figure 7 SEM and EDX of anode and cathode
Morphological and elemental analysis of sodium-ion battery electrodes.
Houston fiercest, most fabulous drag queens
Showtime in Houston! Texas, more than longhorns, cowboys, and crude oil! 😊
Houston, we have a problem! Drag queens everywhere! Just kidding!
"Houston's drag scene is one of the most dynamic and diverse in the country. We have it all, from pageant to comedy to dancing queens. Seven days a week, you can see your favorite queen at karaoke, bingo, brunch or your favorite club. ..."
New propulsion system could make tiny satellites both fast and fuel-efficient
Amazing stuff!
"MIT engineers are testing a new propulsion system that combines the power and speed of conventional chemical thrusters with the precision and fuel-efficiency of electrical thrusters.
The system could enable the design of nimbler, more flexible small satellites, which could perform both fast, powerful maneuvers and slower, precise adjustments, depending on the mission and moment at hand.
The key to the new system is a special propellant that can power both chemical and electrical thrusters, which traditionally have required separate, bulky fuel sources. ..."
Performance Characterization of Electrospray Thrusters with Energetic Ionic Liquid Monopropellant (open access)
Electrospray Thrusters
On Graph Neural Networks Are Not Continuous Across Graph Resolutions
This could be an interesting, new paper by Michael Bronstein and his team!
Caveat: I did not read the paper.
From the abstract:
"We show that contrary to conventional wisdom in the community, graph neural networks (GNNs) are not continuous with respect to all natural modes of graph convergence.
As a result, GNNs may generate substantially different latent representations for graphs that are very similar.
In particular they assign vastly different latent embeddings to graphs that represent the same underlying object at different resolution scales.
We trace this failure of continuity back to a structural obstruction arising from commonly used information-propagation schemes.
Building on this insight we then derive a principled modification to standard GNN architectures which equips models with continuity across scales. The proposed modification enables consistent integration of distinct resolutions and reliable generalization between them. We systematically validate our theoretical findings in a wide range of numerical experiments."
'World-first' vaccine designed by artificial intelligence to provide broad protection from thousands of variants of viruses
Amazing stuff!
"Artificial intelligence has been used to develop a "fundamentally new" type of vaccine that could protect against large swathes of viruses and prevent pandemics, say researchers.
The team at the University of Cambridge say it is the first time a vaccine's key component has been designed entirely by AI and then trialled in people.
The vaccine was engineered to work on all coronaviruses which would include all Covid variants and viruses that infect animals, but could start the next pandemic. ..."
"The first human clinical trial of a universal Sarbeco coronavirus vaccine, developed by the University of Cambridge and spin-out DIOSynVax (DVX) Ltd, has shown that the vaccine is safe and has no significant side-effects. ..."
From the highlights and abstract:
"Highlights
• pEVAC-PS is a novel, needle-free DNA vaccine targeting all sarbecoviruses
• pEVAC-PS was safe and well tolerated in this phase I study
• Followup Phase 2 to provide data on the breadth and durability of immunogenicity to pEVAC-PS
Summary
Background
Coronaviruses such as SARS, SARS-CoV-2 and related Sarbeco-Coronaviruses continue to pose global health threats, underscoring the need for vaccines capable of inducing broad cross-sarbecovirus protection.
The pEVAC-PS vaccine was developed using Digitally Immune Optimised Synthetic Vaccine (DIOSynVax) technology and pre-clinically selected for the ability to induce broadly protective immune responses across the Sarbecoviruses including SARS, SARS-CoV-2, and related viruses representing potential zoonotic spillovers. For this first-in-human study, the antigen was delivered as a DNA vaccine to enable thermostability and needle-free intradermal administration to support future deployment in resource-limited settings.
Methods
This open label phase I dose escalation study investigated the safety, tolerability and immunogenicity of the pEVAC-PS vaccine candidate against SARS, SARS-CoV-2 and related Sarbeco Coronaviruses via needle-free intra-dermal delivery using the PharmaJet Tropis Device. ...
Findings
Between December 2021 and September 2023, a total of 39 volunteers were vaccinated. The vaccine was well tolerated at all four doses with no significant safety concerns elicited. Interpretation of immunogenicity outcomes was influenced by high baseline antibody levels and heterogeneous exposure histories due to ongoing waves of Omicron variant infections during recruitment, which differed across dose-escalation cohorts and introduced unavoidable immune bias.
Interpretation
Needle-free intradermal delivery of this novel computationally designed PanSarbeco vaccine was safe and well tolerated. Although immunogenicity was modest in the context of substantial pre-existing immunity, participants developed measurable responses to conserved, vaccine-encoded sarbecovirus epitopes, supporting the feasibility of this antigen design strategy."
New ‘universal vaccine’ technology could protect us from future virus outbreaks (original news release) "A Cambridge-led team has developed a way to engineer better vaccines that could provide broad protection from thousands of variants of viruses - such as coronaviruses or Ebola - in a single vaccine. This represents a fundamental new vaccine technology that could prevent future pandemics before they begin."
A phase I, needle free, dose escalation clinical trial of pEVAC-PS, a candidate pan-Sarbecovirus Vaccine (open access)
Fig. 2 Vaccination and SARS-CoV-2 variant timeline. The timeline plot shows the vaccinations periods for each group in relation to the dominant SARS-CoV-2 variant circulating in the UK at the time.
On Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning
This could be an interesting paper by Doina Precup and his team!
From the abstract:
"Classical reinforcement learning (RL) typically seeks a deterministic policy that maximizes the expected sum of a scalar reward. Yet, modern applications such as language model fine-tuning or scientific discovery demand diversity.
Existing remedies such as entropy regularization or diversity bonuses often require fragile trade-offs that sacrifice performance for stochasticity or rely on heuristic metrics that can misalign policy rankings. We argue that diversity is more naturally understood as the rational response to uncertainty in the reward. When the reward function is not perfectly known--as is the case with ambiguous preferences or imperfect reward models--committing to a single action can be sub-optimal.
Building on this, we propose a fundamental reformulation of the RL objective by replacing the scalar reward with a distribution over reward functions, and applying a non-linear objective over sets of actions.
The result is a framework in which calibrated behavioural diversity emerges naturally, remains controllable through the reward function distribution, and is obtained without sacrificing expected reward.
Focusing on the contextual bandit setting, we derive a principled gradient estimator for this objective and prove that our formulation naturally generalizes both vanilla policy gradient and more recently developed action-set approaches. Our empirical results demonstrate that this framework offers a robust and theoretically grounded alternative for complex RL tasks where the traditional formulation of the problem fails to induce the desired breadth of agent behaviour."
Google annoyances again
Just tried to look up Doina Precup (a well known machine learning and AI researcher) on Google Scholar. Here is what I got:
Working from behind the Great Firewall of China is not easy despite VPN!
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