Monday, September 21, 2026

U.S. Proposes $5 Billion to Kickstart Fund to Rebuild Gulf Energy Sites

Good news! This is fast!

"The Trump administration has proposed investing $5 billion in a new fund that would help Middle East countries rebuild energy infrastructure battered in the Iran war and reduce their reliance on the Strait of Hormuz to transport oil and gas, according to U.S. and Middle Eastern officials and documents seen by The Wall Street Journal. ..."

Exclusive | U.S. Proposes $5 Billion to Kickstart Fund to Rebuild Gulf Energy Sites - WSJ (behind paywall) "Proposal is under discussion with several Middle Eastern countries including Saudi Arabia and U.A.E."

Reinforcement Learning for Real-Time Vision-Language-Action Policies

This could be an interesting new paper by Chelsea Finn and her team!

From the abstract:
"Reinforcement learning fine-tuning on top of large, pretrained Vision-Language-Action (VLA) models offers promise for highly reliable robot deployment. However, because of their scale, modern VLA models suffer from high inference latency, so the observation used to select an action is often stale by execution time, creating a distribution shift that can substantially degrade reliability and performance.
Prior work has explored asynchronous policy execution to reduce the effect of latency, but these methods are mostly built on imitation learning and offer no mechanism for moving beyond the training distribution toward higher reliability. We close this gap by enabling RL fine-tuning that meets the real-time control requirements of dynamic real-world manipulation.
Our approach builds on EXPO-FT, a framework for sample-efficient, reliable VLA fine-tuning with reinforcement learning, and decouples slow, expressive action generation from fast, reactive action edits: a large pretrained VLA proposes action chunks using its strong behavior prior, while a lightweight edit policy performs fast, reactive decision-making by editing actions in response to changes in state, conditioned on the latest observation.
We instantiate this as Real-Time EXPO-FT, an RL framework for finetuning real-time VLA policies.
On the Kinetix benchmark, Real-Time EXPO-FT enables a delayed policy to achieve the best performance among delayed and non-delayed methods in 10 out of 10 environments.
On four dynamic real-world tasks, robot object passing, ball balancing, table soccer kicking, and dynamic object picking, with online robot data capped at 10 minutes, Real-Time EXPO-FT improves average policy performance from 42% to 97%, all without human intervention, demonstrating rapid, sample-efficient adaptation to challenging real-world dynamics ..."

[2609.18207] Reinforcement Learning for Real-Time Vision-Language-Action Policies




Today, a strange day without much news so far

It does not happen very often and it is not even a holiday season etc.

World's largest independent EV battery study to examine degradation

Good news!

state-of-health (SoH)

"AVILOO has released a study examining electric vehicle (EV) battery degradation using data from more than 500,000 independent diagnostic tests conducted between 2022 and 2026.

The analysis covers 20 EV models and is based on the company’s FLASH battery diagnostic test, which connects through the vehicle’s OBD port and takes approximately three minutes. ...

Among four models examined in greater detail:
Hyundai IONIQ 5, 72.6-kWh battery: Median SoH declined from 97.2% at 50,000 km to 92.8% at 150,000 km.
Tesla Model Y, 78.8-kWh battery: Median SoH declined from 94.5 to 90.3% over the same mileage range.
Volkswagen ID.4, 77-kWh battery: Median SoH declined from 95.3 to 90.6%.
Nissan Leaf ZE1, 40-kWh battery: Median SoH declined from 91.1 to 86.3% and showed the widest variation among individual vehicles in the four-model comparison, reaching 13.5 percentage points at 150,000 km.

AVILOO’s data indicates that battery capacity and charging frequency can influence degradation. Smaller-capacity batteries require more charge and discharge cycles to cover the same distance, and the study found that smaller-battery EVs tended to show faster degradation. ..."

World's largest independent EV battery study - EV Engineering & Infrastructure




Is China building the world’s first unmanned submarine mothership?

Amazing stuff!

"... The mothership could allow the PRC to deploy unmanned underwater vehicles (UUVs) much farther from its shores or as part of naval task forces. Spatial intelligence firm Vantor captured satellite imagery of a new 205-meter ship under construction in Shanghai’s Hudong-Zhonghua shipyard.
US naval analysts assessed that the ship will be the world’s first drone submarine mothership. The ship resembles an amphibious landing ship with a well-deck that opens underwater. The ship has 12 “jack-up” arms that can raise and lower the submarines from a built-in hangar into the water. US submarine expert H.I. Sutton assessed that the mothership is large enough to carry up to four of the PRC’s extra extra-large unmanned underwater vehicles (XXLUUVs), 35-45-meter-long UUVs that are the world’s only known full-size unmanned submarines. ..."

China & Taiwan Update, September 18, 2026 | American Enterprise Institute - AEI

Sunday, September 20, 2026

'Faces Must Be Uncovered': Prime Minister Meloni's Big Crackdown On Burqa, Niqab In Italian Schools

Food for thought!

(1) 'Faces Must Be Uncovered': Meloni's Big Crackdown On Burqa, Niqab In Italian Schools| Firstpost Live - YouTube


25,000 Rock Samples Reveal Gondwana's Scale, the ancient supercontinent was far larger than previously believed

Amazing stuff!

25,000 Rock Samples Reveal Gondwana's Scale | WION News - YouTube


Japan's senior citizens alive and kicking (literally, martial arts)

Recommendable! Age is just a number! 😊

Japan's senior citizens alive and kickingーNHK WORLD-JAPAN NEWS - YouTube


Neueste Wahlergebnisse aus der Bananenrepublik D

 CDU unter 5% von knapp 29% in 2002. Was für ein tiefer Fall!



Permanent U.S. Base in Poland Is Closer Than Ever: Trump's Big Poland Announcement

Good news!

(149) Permanent U.S. Base in Poland Is Closer Than Ever: Trump's Big Poland Announcement - YouTube


Tech Behind Israel’s Mossad | How Mossad Uses Tech In Wars

Recommendable! Covers e.g. Stuxnet.

(149) Tech Behind Israel’s Mossad | How Mossad Uses Tech In Wars | Firstpost Ripple - YouTube


How Australia Is Winning Pacific Ocean | Australia Is The New Pacific Power keeping China away

Very recommendable!

(149) How Australia Is Winning Pacific Ocean | Australia Is The New Pacific Power | The Blueprint - YouTube


The AI boom appears to be adding far more American jobs than it is eliminating

Good news! Wait until the robots are coming! Just kidding!

"So far, the AI boom appears to be adding far more American jobs than it is eliminating. An analysis by The Economist finds that industries and occupations closely tied to AI and data centers have added about 1 million more US jobs than broader employment trends would predict. Around 320,000 of those above-trend jobs are in data-center-related construction and manufacturing, and 730,000 are in the occupations closest to AI development, such as engineering, software development, mathematics, and data science. By comparison, The Economist counted roughly 200,000 layoffs attributed to AI since mid-2023."

Doomslayer: Progress Roundup - by Malcolm Cochran

AI-Related Jobs Are Growing in the US

The jobs apocalypse is postponed. An AI jobs boom is here (behind paywall) "Initial effects of the technology on employment look positive"

President Trump takes care of America’s Hunters and Anglers

Good news!

"America’s Hunters and Anglers Get a Seat at the Table. On September 17, President Trump signed executive actions to reinvigorate America’s hunting heritage and restore American saltwater angling and recreation — taking a wrecking ball to the punishing Biden-era regulations that burdened hunters, anglers, and boaters. It is the first time America’s sportsmen have had a dedicated seat at the White House table, a direct fulfillment of the President’s promise to protect the outdoor traditions that define the American way of life."

White House Weekly Briefing | September 14–20, 2026

Human brain is two separate organs

Amazing stuff!

"... But new research ... reveals that what we call the brain is two distinct organs that evolved independently over hundreds of millions of years. ...

"We've shown for the first time that the front of the brain arises from a totally different progenitor cell than the back of the brain," ..."

"... The new research finding shows that the human brain consists of two ancient nervous systems cleverly packaged together — a more primitive part that regulates our hearts’ beating, our breathing and other functions, and another that makes us distinctly human, capable of poetry, mathematics and wondering about our own origins. ...

The researchers’ breakthrough came from studying the earliest moments of embryonic development, during a stage called gastrulation when the body first takes shape. ... discovered that the hindbrain follows a separate developmental path, running in parallel to — rather than branching off from — the pathway that creates the forebrain and midbrain. ...

The team then examined the DNA packaging, or chromatin, in these cells. Chromatin is a way cells determine which genes can be easily accessed and which are bundled away out of reach. What they found was striking:
The anterior neural ectoderm (future forebrain and midbrain) and posterior neural ectoderm (future hindbrain) have fundamentally different chromatin configurations. These differences essentially locked each progenitor cell into its respective fate, like travelers on parallel tracks that never cross. ...

Armed with this knowledge, the researchers for the first time successfully coaxed human pluripotent stem cells (a kind of cell that can create any cell in the human body) to become functional hindbrain motor neurons in the laboratory. These lab-grown neurons displayed all the hallmarks of authentic hindbrain cells: They exhibited waves of electrical activity called action potentials and made proteins that identify the segments of the hindbrain that control facial and swallowing muscles.

Finally, the researchers looked back over 550 million years of evolutionary time. They found the same two-origin brain pattern in chickens; zebrafish; and, remarkably, in acorn worms, tiny creatures living on the ocean floor that share a distant common ancestor with humans. Jellyfish, which diverged from humans about 600 to 700 million years ago, have two nervous systems at different ends of their body. ..."

From the abstract:
"When and how different brain regions diversify from one another remains unresolved. Does a common neural ectoderm progenitor generate the entire brain? Or do multiple neural ectoderm progenitors exist, each restricted to form specific brain regions?
Here our lineage tracing studies of mouse embryos support the latter model. Two parallel brain progenitors emerge simultaneously during gastrulation:
anterior neural ectoderm (forebrain/midbrain progenitor) and posterior neural ectoderm (hindbrain progenitor).
Differentiation of human pluripotent stem cells into anterior or posterior neural ectoderm-like cells revealed these were lineage committed to forebrain/midbrain versus hindbrain fates, respectively.
They harbored diverging chromatin landscapes foreshadowing future forebrain/midbrain versus hindbrain identities. We further differentiated human pluripotent stem cells into hindbrain rhombomere 5/6-specific motor neurons, which were hitherto difficult to generate in vitro.
Hence, we postulate the brain is a composite organ emanating from two lineage-restricted progenitors; these dual progenitors may be evolutionarily conserved across 550 million years from hemichordates to mammals."

Human brain has a split origin, new research suggests




Fig. 1 Anterior and posterior neural ectoderm in vivo and in vitro.




Bird plumage patterns by geography

Amazing stuff!

"Birds have a remarkable variety of plumage colors that vary across space. Using digitized illustrations from the Handbook of the Birds of the World, Han et al. investigated how abiotic and biotic factors influence this striking variation. They found support for two long-standing hypotheses linking plumage to climate: Birds are darker in both warm humid and cold locations, where darker coloration may reduce parasite loads and increase radiation absorption, respectively. Although plumage patterning is constrained by body size, the spectrum from blue to yellow coloration likely depends on diet, because yellow and orange carotenoid pigments are more available from food sources in the tropics. This work shows how multiple factors intersect to shape the geography of plumage coloration in birds."

From the abstract:
"Animal coloration exhibits substantial biogeographic variation, reflecting complex adaptations to both abiotic and biotic environments. Although the evolutionary mechanisms underlying avian plumage coloration have been widely studied, geographic variation in plumage patterning has received far less attention.
To extend our understanding of avian plumage evolution, we quantified global plumage coloration and patterning across 10 290 bird species using an extensive red-green-blue (RGB) dataset derived from illustrations in the Handbook of the Birds of the World. To test ecogeographical predictions, we modeled variation in plumage lightness, blue–yellow chromaticity, and pattern granularity using phylogenetic mixed models and path analyses. Our analyses revealed pronounced geographic heterogeneity in both plumage coloration and patterning.
Variation in plumage lightness followed broad climatic gradients, and darker coloration was associated with humid and colder environments, consistent with the combined predictions of Gloger's rule (darker in warm, humid areas) and Bogert's rule (darker in cold areas).
These rules are not contradictory but coexist; their relative influence is determined by whether humidity or temperature is the dominant selective force in a given region. While resident species in cold environments largely supported Bogert's rule for thermoregulation, migratory species and proficient fliers (e.g. gulls) deviated from this pattern by maintaining lighter plumage to avoid overheating during flight. Furthermore, we identified a strong latitudinal gradient along the blue–yellow axis: tropical humidity promotes carotenoid-rich yellow plumage through dietary shifts, whereas higher latitudes favor structural blue hues. Patterning also showed large-scale structure, with larger pattern elements linked to humid environments and larger body sizes rather than to specific foraging habitats. By integrating classical ecological rules with the thermoregulation hypothesis, our study provides a unified framework explaining how climatic constraints and ecological processes interact to shape the global distribution of avian coloration patterns."

In Other Journals | Science



Fig. 2 Principal component analysis (PCA) of species-averaged plumage values (lightness, color, and patterning) for 10290 bird species.


Fig. 3 Latitudinal and global geographic variation in avian plumage coloration and patterning with a 95% confidence interval (CI) during the breeding and non-breeding seasons.


US Department of Energy launches $215 million race to build quantum computer by 2028

Ambitious!

"The U.S. Department of Energy (DOE) announced yesterday it will sponsor a $215 million competition in which teams will race to build a scientifically useful, error-corrected quantum computer by 2028. DOE envisions supporting between three and 10 teams, and to get full funding, a team will have to reach various performance milestones along the way. ..."

"... Applications are open to private sector companies. ..."

Department of Energy launches $215 million race to build quantum computer by 2028 | Science | AAAS

DOE Launches Competition to Accelerate Development of World’s First Fault-Tolerant Quantum Computer (original news release) "Applicants are invited to submit proposals for the Quantum Genesis Q competition."

Osteoporosis fractures fall by 94% in small first-in-human stem cell trial with a single intravenous infusion

Good news!

"... A recent study published in Cell explored a novel stem cell therapy for advanced osteoporosis that cleverly uses a patient's own stem cells as a biological targeting tag, binding to blood vessels in the bone marrow and guiding the infused stem cells directly to damaged bone tissue.

In a first-in-human trial, 10 women over 50 with advanced osteoporosis received an infusion of the specially engineered repair cells via a single intravenous (IV) drip.

In the first two years after treatment, fractures caused by weakened bones fell by 94%, from eight fractures per year to 0.5 fractures per year, across the group.
Post-treatment bone biopsies showed that the mean bone tissue area nearly doubled in just four months. Most patients also reported less pain after receiving the infusion, with a 34% reduction at month 24. ..."

From the highlights and abstract:
"Highlights
• I.v. infusion of exofucosylated human mesenchymal stem cells (Fuc-autoBM-MSCs) is safe
Single i.v. dose of Fuc-autoBM-MSCs lowers fragility fracture incidence in osteoporosis
Volumetric bone mineral density increases after Fuc-autoBM-MSC i.v. infusion
• Changes in bone metabolism biomarkers are consistent with an osteoregenerative effect

Summary
Mesenchymal stem/stromal cells (MSCs) are osteoregenerative; however, their therapeutic efficacy for skeletal conditions is hampered by poor bone-homing (“osteotropism”).
In preclinical models, this deficit is correctable by MSC glycocalyx editing to enforce sialylated Lewis X (sLeX) expression, thereby programming osteotropism. We conducted a first-in-human clinical trial (ClinicalTrials.gov: NCT02566655) involving a single intravenous infusion of glycocalyx-edited autologous bone marrow-derived MSCs in ten women with advanced-stage osteoporosis.
The protocol-mandated evaluation spanned 2 years and included clinical assessments, radiographic studies, and measurements of bone turnover markers (BTMs), bone tissue area (BTA), and bone mineral density (BMD).
Thereafter, fracture and safety monitoring continued for >3 additional years for each patient.
No serious adverse events occurred. Fragility fractures were markedly and durably reduced, amidst increased osteoanabolic BTM levels, BTA, and volumetric BMD.
These findings indicate that glycocalyx editing effectuates MSC-based osteoporosis therapy and also refute notions that MSCs derived from older persons and/or diseased-tissue sites are biologically compromised."

Osteoporosis fractures fall by 94% in small first-in-human stem cell trial


Graphical summary


Saturday, September 19, 2026

The Life and Art of Gustav Klimt

Very recommendable!

(7) The Life and Art of Gustav Klimt: Art History Explained - YouTube


Asmaa Mahfouz: The Woman Who Helped Spark Egypt’s Revolution

Recommendable!

(143) Asmaa Mahfouz: The Woman Who Helped Spark Egypt’s Revolution | The Revolutionary - YouTube


Researchers cut computing heat waste by 60 percent

Good news!

"In brief
  • A SLAC-Stanford team developed a new way to precisely measure just how much energy has dissipated into heat in a liquid crystal device.
  • By controlling how they applied energy to a system, the researchers reduced waste heat by more than 60 percent.
  • The method could inform design of future computers and other electrical devices to make them more energy efficient.
...

Researchers ... developed a new way to measure just how much energy has dissipated into heat in an electrical system.

The team ... also optimized the shape of the voltage pattern used to control the device, which reduced the waste heat by more than 60 percent. ...

team used a liquid crystal device as a model system and took a new approach: They injected clean electrical signals into the device and calculated the dissipation from electrical measurements alone, correlated with optical measurements of the dynamical switching processes occurring within the liquid crystals. ...

The team then took their experiment a step further and used machine learning ... to optimize their process to create the least amount of wasted energy. They found that if they ramped up the voltage quickly, then slowed the increase for a fraction of a second, then sped it up again, more than 60 percent less energy was wasted. ..."

From the abstract:
"In a finite-time continuous phase transition, topological defects emerge as the system undergoes spontaneous symmetry breaking. The Kibble-Zurek mechanism predicts how the defect density scales with the quench rate. During such processes, dissipation also arises as the system fails to adiabatically follow the control protocol near the critical point.
Quantifying and minimizing this dissipation is fundamentally relevant to nonequilibrium thermodynamics and practically important for energy-efficient computing and devices. However, experimentally measuring dissipation, and optimizing control protocols to reduce it, remains almost completely unexplored. In addition, it is an open question to what extent dissipation is correlated with the formation of defects.
Here, we directly measure the dissipation generated during the voltage-driven Fréedericksz transition of a liquid crystal with a sensitivity equivalent to a nanokelvin temperature rise.
We observe Kibble-Zurek scaling of dissipation and its breakdown, both in quantitative agreement with existing theoretical works. We further implement a fully automated in situ optimization approach that discovers more optimal driving protocols, reducing dissipation by a factor of 3 relative to a simple linear protocol."

Researchers cut computing heat waste by 60 percent | Stanford Report "Using liquid crystals as a model, a SLAC-Stanford team developed a precise method to measure energy dissipation in electrical models. The technique could inform the design of more energy-efficient computers."






Chemists overturn 40-year assumption about a key class of superconductors

Amazing stuff!

"Scientists at Warwick have shown that a material treated for 40 years as a uniform, textbook superconductor is in fact a patchwork of different crystal structures throughout its bulk, using an advanced 3D imaging technique to see deep inside the crystal for the first time. ...

What they found was a crystal divided into regions with two subtly different atomic arrangements, separated by boundaries hundreds of times wider than anyone expected to see between two crystal structures. These boundaries were so wide that they behaved almost like a structure in their own right, rather than a simple dividing line. ..."

From the abstract:
"Structural phase transitions generate complex microstructures that often govern material functionality, yet directly resolving their three-dimensional organization in bulk samples remains challenging.
Here we employ scanning three-dimensional x-ray diffraction (3DXRD) to resolve the bulk microstructure of , a prototypical -doped cuprate in which structural and electronic heterogeneity is well established.
We reveal remarkably broad tetragonallike domain wall regions within the nominally orthorhombic crystal structure, and, upon cooling to 100 K, a fine microstructure of orthorhombiclike stripes embedded within the tetragonal matrix that has significant consequences for interpreting the interplay between structural and electronic heterogeneity in this class of materials. More broadly, this work establishes 3DXRD as a powerful approach for resolving bulk microstructures and understanding their role in emergent functionality."

Chemists overturn 40-year assumption about a key class of superconductors

Warwick chemists overturn 40-year assumption about a key class of superconductor (original news release) "Scientists have shown that a material treated for 40 years as a uniform, textbook superconductor is in fact a patchwork of different crystal structures throughout its bulk, using one of the latest 3D imaging techniques to see deep inside the crystal for the first time."



Fig. 2.
(a) Spatially resolved maps of Γ4+ at 300, 140, 120, and 100 K, illustrating the temperature evolution of the structural domains.
(b) Histograms of Γ4+ at corresponding temperatures, showing the transition from bimodal at 300 K to a more homogeneous but still asymmetric distribution at 100 K.
(c) Maps of the absolute strain magnitude |Γ4+| with 
(d) showing enhanced maps and line profiles ...