Saturday, July 04, 2026

Why We Don't Care That the Amish ‘Don't Assimilate’

One of many good reasons why to celebrate 250th anniversary of the Declaration of Independence!

The Amish people living in the US is one of several reasons why I chose to permanently leave Germany to live and become a US citizen in the United States!

Young Amish men are exempted from military draft because of their pacifism! "During a military draft, young Amish men are eligible to claim formal Conscientious Objector (CO) status, which historically allows them to perform alternative civilian service rather than bearing arms." (Google)

"... The Amish do have their own communal moral and legal code – the Ordnung (German for “order” or “discipline”) that has historically put them in occasional conflict with federal law: for example, the Ordnung forbids relying on government public assistance. The Amish view this as a failure to trust in God’s providence and a violation of the church’s duty to care for its own elderly and sick, so Congress granted them an official federal exemption to waive their Social Security taxes – which meant the Amish gave up any right to receive future benefits. This is hardly a burden on their fellow taxpayers. ..."

Why We Don't Care That the Amish ‘Don't Assimilate’ | Frontpage Mag "“Restatement of the obvious has become the first duty of intelligent men.”"

Syria forms first parliament since fall of Assad under transitional government

Good news! Good luck and lot's of success! Hopefully, the decades long dictatorship by the Assad family will be left behind for a better future!

"Syria’s Higher Committee for People’s Assembly Elections announced on Wednesday the names of the members of the new People’s Assembly. This is the new parliament of Syria, and it has been a year in the making.

Syria has created a relatively complex system to appoint the new members of this assembly. This will be the first assembly or parliament since the fall of the Assad regime. It is taking shape as Syria is led by a transitional government of Ahmed al-Sharaa. ..."

Syria forms first parliament since fall of Assad under transitional government | The Jerusalem Post "The new parliament has 140 elected seats and 70 appointed by the president."


Ahmed al-Sharaa and his wife Latifa al-Daroubi (source)




For the First Time, a Cell with a genome Built From Scratch Grows and Divides like complete cell cycle

Amazing stuff!

I bet with machine learning & AI we will soon be able to considerably improve creating synthetic cells.

"It’s just a microscopic water droplet surrounded by a fatty membrane and stuffed with chemicals and snippets of DNA encoding a mere 36 genes. But it’s also arguably the closest researchers have come to building a living cell from scratch. In work ... show their creation, nicknamed SpudCell, can grow by fusing with other droplets, replicate its genome, and divide.

“This is a stunning scientific achievement,” ... But researchers note that SpudCell remains far from a living cell, as it can’t divide over many generations or evolve. ...

Researchers have long dreamed of creating cells in the lab, to both understand life’s fundamentals and produce cells that can be better engineered to make certain compounds. But most have set their sights lower and tried to replicate individual cell functions, such as feeding or growth. Putting multiple functions together has been extremely challenging, because each tends to work best under a different set of conditions, for instance a certain amount of magnesium or a specific level of acidity. “Being able to incorporate all of these modules together in a synthetic cell is the feat that the field has been waiting for,”  ...

“But [the droplets] were never able to feed and divide based on their genome,” ..."

"The system contains 36 purified enzymes, a 90,000 base pair genome spread across nine separate DNA molecules, and a lipid membrane. SpudCell is able to grow, replicate its genome, divide, and undergo selection and competition across multiple generations.

Unlike earlier work on minimal cells that carved down living cells, SpudCell is built entirely bottom-up from individually purified, non-living components. It is the first time such a system has demonstrated a complete cell cycle.

What SpudCell demonstrates
Genetically controlled feeding and growth. SpudCell grows by fusing with small “feeder liposomes” that deliver lipids for membrane growth plus nutrients including ribosomes, enzymes, and small molecules. Fusion happens when a protein that SpudCell makes from its own DNA locks onto the feeder’s membrane, with the cell’s DNA directly controlling whether it can feed, how fast it grows, and how large it becomes. Natural cells make their own nutrients through metabolism, which requires hundreds of genes encoding metabolic enzymes. By feeding externally instead, SpudCell can complete a full cell cycle with a much smaller genome.
Division without cytoskeleton. Natural cells divide using internal scaffolding called a cytoskeleton. Building a functional cytoskeleton from scratch has been a major bottleneck in synthetic cell research because it requires dozens of proteins working in coordination. SpudCell sidesteps this entirely, with proteins crowding together on the membrane surface until the mechanical stress makes the membrane split. Cells that make more of this surface protein divide more efficiently, directly coupling the genome to reproductive success.
Selection and competition. When researchers introduced a genetic change that increased production of the fusion protein, cells with that change grew faster and produced more offspring. After five generations, the faster-growing variant had outcompeted the original. Under nutrient scarcity, the advantage increased. This demonstrates selection and competition operating in a fully synthetic chemical system. ..."

"... Much work remains to turn the construction of individual SpudCells into a true engineering pipeline. The cell’s seven DNA plasmids need to be consolidated into a single, more stable genome, and further molecular machinery needs to be built. ... there is also an infrastructure challenge, since different labs do not have shared standards for a working cell.

“This was exceptionally difficult work to scale,” ... “The knowledge in this space is very hard to explain, so we had collaborators on the project fly in for in-person demonstrations just to get particular techniques working. That’s not scalable. ..."

From the abstract:
"Cells are the fundamental unit of life. Yet there is no natural cell for which all its life-essential functions are understood.
Here we demonstrate a complete cell cycle for a synthetic cell undergoing selection, with genome replication, growth, resource acquisition via feeding, and genetically encoded division. The cell is encoded via a 90kb genome that includes functions needed for resource uptake, transcription, translation, growth, genome replication, and division. The resulting synthetic cell is sufficiently encouraging to support routinization of synthetic cell engineering workflows, and will ultimately underlie diverse applications across all of biotechnology."

For the First Time, a Cell Built From Scratch Grows and Divides | Quanta Magazine

Lab-created ‘SpudCell’ marks ‘stunning’ step toward building life from scratch "A synthetic cell can now grow and divide—but it’s still far from alive"







Fluorescent microscopy of SpudCell - a synthetic cell assembled entirely from non-living chemical components - undergoing division.


Ukraine Says Chinese components are linked to Russian Weapons

How much has China become an arms supplier to the world? Could China possibly stop the Russo-Ukrainian War by cutting off military supplies to Russia?

When dictators like Xi Jinping and Putin the Terrible support each other!

Apparently, Russia also sources components from various Western countries (even Taiwan).

"China has shown no visible response for six months after Ukraine handed over detailed evidence that Chinese components were being used in Russian weapons, even as the share of such parts continues to grow, Ukraine’s presidential sanctions commissioner Vladyslav Vlasiuk said.

“Six months ago, they received files with exhaustive serial numbers, and in six months there has been realistically no response,” Vlasiuk told journalists on Friday.

Ukraine has been systematically collecting and cataloging foreign-made components found in Russian missiles and drones, including serial numbers that can help governments and law enforcement agencies trace how the parts reached Russia. ...

According to Vlasiuk, Chinese-made components are being found alongside parts from Germany, Japan, Switzerland, Taiwan, and the US in Russia’s most frequently used weapons, including Kh-101 cruise missiles, Iskander ballistic missiles, and Shahed-type attack drones. ..."

Ukraine Says China Ignored Evidence Linking Its Components to Russian Weapons "In brief: Ukraine says China has yet to respond to detailed evidence, including serial numbers, that links Chinese-made components to Russian missiles and drones as foreign components continue to be found in Moscow's weapons."

Just six states generate almost half of the US GDP

Impressive! This is not really news, because this has been known for years! However, it does not hurt to publish a reminder.

"The United States economy has grown to nearly $31 trillion, by far the largest in the world, and just six states generate almost half of it, according to a new analysis of federal data.

California leads the pack with $4.3 trillion in output, nearly 14% of the national total.
Texas ($2.9 trillion), 
New York ($2.5 trillion),
Florida ($1.8 trillion), 
Illinois ($1.2 trillion), and 
Pennsylvania ($1.1 trillion) round out the trillion-dollar club. ..."

Friday, July 3, 2026 - Join The Flyover

Cleaner skies, sizzling summers: How less air pollution may amplify Europe's heat

This has been suggested multiple times in the last 1-2 years or so if I remember correctly!

Let's not forget we just came out of an ice age, i.e. the Little Ice Age from about 1300 AD to 1850 AD. Naturally, things warm up again! 😊

This article is also another warning that so called climate models ought to be treated with skepsis in the past and present and overall! Climate is a very complex natural phenomenon that we still poorly understand!

Probably, too many climate scientists have a strong love affair (emotional attachment, bias) with the cute term greenhouse gases (GHG)! Almost as if GHG was self explanatory!

"... A new study, published in Geophysical Research Letters, reveals that recent European summers have been characterized by an increase in these "quasi-stationary" wave patterns, effectively trapping heat over the continent and creating what feels like a giant, unmoving heat dome. ...

For decades, sulfate aerosols from coal plants and smokestacks acted like a dimmer on the sunlight over Europe. One researcher notes these particles "have masked the warming…by just over one degree on average" in summer. But once clean-air laws kicked in and sulfates fell, "the temperature increased rapidly." ..."

From the abstract:
"Compared to observations, climate models underestimate the recent increase of European summer temperatures, due to an underestimation of Quasi-stationary Rossby Wave (QSW) trends over Europe. This is partially due to unpredictable internal variability and partially due to an underestimation of the predictable signal in response to external forcings. The analysis of a large ensemble of historical simulations shows that forcing factors generate changes in QSW and European summer temperatures consistent with those from observations but with a lower magnitude, making most of the observed changes predictable by the models through a signal adjustment.
The analysis of single forcing experiments shows a major contribution of aerosols starting from 1980, when the reduction of sulfate aerosol emissions over Europe is associated with a longitudinal temperature asymmetry, which alters the atmospheric circulation. These results further demonstrate the need to account for model errors to best estimate past and future changes in climate."

Cleaner skies, sizzling summers: How falling pollution may amplify Europe's heat


Increase in European summer heatwaves driven by greenhouse gases and amplified by aerosol emission reductions (open access; it appears there is even a second, similar paper published almost at the same time)

From Artificial General Intelligence (AGI) to Artificial General Superintelligence (ASI)

This could be an interesting new paper (57 pages) by Thore Graepel, Marcus Hutter, and Shane Legg and their team.

From the abstract:
"Over the last decade, building human-level artificial general intelligence has moved from far-fetched speculation to being a concrete next-decade target for many of the largest AI organisations. Achieving this goal would have profound and far-reaching impacts on human society, which raises many complex questions for the decade ahead.
This report investigates how AI itself might continue to develop in a post-AGI world along the continuum of machine intelligence. The endpoint of this continuum, Universal AI, is theoretically well understood, which provides some formal grounding for the 
main focus of this report: the transition from human-level AGI to artificial general superintelligence, which, intuitively, can be understood as a system that is more intelligent and cognitively capable than large organisations of humans. 
After characterizing ASI, the report discusses four potential pathways from AGI to ASI: scaling AGI, AI paradigm shifts, recursive improvement, and ASI emerging from large-scale multi-agent collectives. 
The report then discusses possible frictions and bottlenecks along these pathways. Determining whether the impact of these frictions will be negligible or substantial raises a number of concrete open research questions.
Due to large uncertainties for predicting ASI progress, it cannot be ruled out that AI progress might continue to accelerate over the next years. This could imply that the image of a single transformative step change, caused by the introduction of human-level AGI into our society, could be inaccurate. More apt might be the prospect of a series of transformative societal changes caused by AI-enabled progress and breakthroughs across many areas of science and technology. Preparing for this prospect requires a massively interdisciplinary endeavour of global scope and interest."

[2606.12683] From AGI to ASI








Directional routing of single photons

Amazing stuff! However, through Google search I found what appears to be a  similar work published in 2015 (a PhD dissertation).

"Photons are robust and can travel long distances, making them ideal carriers of quantum information. However, communication between nodes on a network requires directional control of the photons. Emission from excited atoms, for instance, can generally take any direction.
Li et al. demonstrated a direction-switchable single-photon emitter using Rydberg polaritons. The ensemble of cesium atoms is first excited with a laser pulse, and then a second retrieval pulse is used to de-excite the system and extract the stored photon. The direction of the retrieval laser determines the direction of the emitted photon. Using this protocol, the angle difference between the incoming and redirected photon can be up to 100°. Such control over the directional emission should prove useful for quantum communication."

From the abstract:
"A promising route toward quantum networking is via photons as information carriers, requiring deterministic quantum nonlinear optical operations and single-photon routing.
Here, we demonstrate a direction-switchable single-photon emitter using a Rydberg polariton. The Rydberg component of the stored photon is changed using a stimulated Raman transition with a specific intermediate state.
By adjusting the direction of the retrieval laser, we can redirect the emitted photon into a rich variety of alternative modes. We experimentally demonstrate a redirection angle of  . 
Building upon this scheme, we propose a quantum routing of single photons with  output channels by rotation of the retrieval laser, where all directions have identical routing efficiency. In addition, the protocol reduces the effect of motional dephasing, increasing the photon lifetime to µs (  times the photon processing time), enabling functional quantum devices based on Rydberg polaritons."

In Other Journals | Science



Fig. 1. Experimental realization and relevant energy levels. 


Friday, July 03, 2026

Meta quietly launches vibe-coded gaming app Pocket that lets users generate and share interactive mini games

Amazing stuff! Create your own games on the fly!

"Meta has quietly launched Pocket, an experimental AI app that lets users generate and share interactive mini games using text prompts."

"Meta is getting into gaming with the launch of a new app called Pocket, which allows people to generate small, interactive apps and games using AI prompts. The software, a result of Meta’s acquisition of the team at the vibe-coded gaming platform Gizmo earlier this year, describes itself as “a creative platform for making and sharing gizmos,” which is what the interactive experiences are called. It also offers a scrollable feed where you can play with gizmos others have made. ..."


Meta quietly launches vibe-coded gaming app Pocket | TechCrunch

Ukraine Hits Crimea Air Bases Again, Damages 7 Russian Aircraft

Good news!

When will the lethargic, apathetic Russian Slav(e)s/Serfs finally get rid of their last tsar, the megalomaniac, warmonger and war criminal Putin the Terrible! He is an ugly remnant of the Cold War and a former KGB agent. He is a wannabe Stalin. Please Russian people make the world a better, more peaceful place again! How many more young Russian men will be killed or maimed before you act!

"In brief: SBU said it struck the Saky Air Base and Gvardiyske Air Base in occupied Crimea, damaging or destroying at least 7 Russian aircraft and hitting drone storage hangars. The strike marks the second attack on Saky this week and forms part of Kyiv’s 40-day campaign to degrade Russia’s military infrastructure deep behind the front line. ..."

SBU Hits Crimea Air Bases Again, Damages 7 Russian Aircraft

Wer hat Deutschland vermasselt? Die Christdemokraten mit SED Kanzlerin Merkel!

Die SED Kanzlerin Merkel hat wahrlich dazu beigetragen die Deutschland in eine Bananenrepublik zu verwandeln! Habe zu diesem Thema vielmals gebloggt! Warum hatte sich Helmut Kohl so verguckt in "mein Mädchen"?

Aber wirklich Schuld sind die vielen dämlichen, deutschen Wähler und Nichtwähler bzw. mangelndes politisches Engagement vieler Bürger!

Auch die FDP hätte man vor vielen Jahren in die Wüste schicken sollen. Christian Lindner war ein Clown, der viel zu viele Jahre an der Spitze war!

Wer hat uns verraten? Christdemokraten! "Nicht die SPD ist Deutschlands großes Problem, sondern die Union. Unter Angela Merkel und Friedrich Merz ist die CDU das geworden, was sie unter Helmut Kohl nie war: ein rückgratloser Kanzlerwahlverein. Eine Abrechnung."


Angela Merkel mit ihrer bekannten Pose






Anthropic says Chinese Alibaba must be punished for largest Claude cloning attack

Serious stuff! China has long been accused of allowing the stealing of intellectual property!

"Anthropic has accused the Chinese firm Alibaba of launching the largest attack yet attempting to clone Claude, as China races to match the capabilities of Anthropic’s leading model following Mythos’ release and subsequent restriction from foreign markets. ..."

Anthropic says Alibaba must be punished for largest Claude cloning attack - Ars Technica "Alibaba allegedly used 25,000 accounts to mine Claude over 28.8 million exchanges."

UK government’s new charter aims to better support women in research. Really!

Men watch out! This smells awfully like sex discrimination against men to advance women instead of science!

How "voluntary" is this charter?

Another bad example of all things coming out of the UK! The decline of the UK continuous!

"The UK government has unveiled a voluntary charter that aims to better support women in research by ensuring paid family leave, flexible working and tougher action on workplace harassment, for example. Liz Kendall – the UK’s science and technology secretary – is urging research organisations to sign the charter to ensure ‘that women can thrive at every stage of a research career.’ Over 60 universities and institutes have currently done so, including the Wellcome Trust, UK Research and Innovation (UKRI) and the Royal Society. ..."

UK government’s new charter aims to better support women in research | News | Chemistry World

Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems

This could be an interesting new paper by Doina Precup and Benjamin Van Roy plus their team.

From the abstract:
"Reinforcement learning problems typically define the goal as maximizing the expected value of a scalar reward function.
But, pairwise preferences are often easier to specify than scalar rewards, and they express certain goals that scalar rewards cannot.
Methods for reinforcement learning with pairwise preferences have thus received growing interest.
Unfortunately, these methods are inefficient in problems with long time horizons, and they lack guarantees on the performance of Markov policies relative to history-dependent policies, which bridge the theory and practice of reinforcement learning. We therefore propose the Markov decision contest as a new problem model for reinforcement learning with pairwise preferences.
We prove that stationary Markov policies are optimal among all history-dependent policies, that solving a Markov decision contest exactly is in P, and that a simple iterative algorithm converges to an optimal policy at a sublinear rate.
Lastly, in a set of high-dimensional decision problems with long time horizons, we show that our approximate algorithm is significantly more learning-efficient than prior work."

[2606.00367] Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems




Der Innovationsstandort Deutschland schwächelt. Wirklich!

Schwächelt? Was für eine Untertreibung!

"... Der Anteil Deutschlands an den weltweiten FuE-Aufwendungen der Wirtschaft ist zwischen 2008 und 2021 von 8,5 auf 5,6 Prozent zurückgegangen. ..."

Der Innovationsstandort Deutschland schwächelt - iwd.de "Die deutsche Wirtschaft ist seit jeher forschungs- und patentstark. Doch in den vergangenen Jahren haben zahlreiche andere Länder ihr Innovationstempo deutlich gesteigert, sodass der Anteil Deutschlands am Patentweltmarkt spürbar gesunken ist. Der Forschungsstandort Deutschland braucht dringend Hilfe."







Discretizing Reward Models

This could be an interesting new paper by Graham Neubig and his team!

From the abstract:
"Despite their widespread use, the role of reward models in shaping reinforcement learning is poorly understood. Reward models offer a tempting promise: they automatically estimate response quality in the absence of verifiers or human judges. Unlike "verifiable rewards" which typically produce binary scores, reward models typically produce continuous scores, allowing them to be sensitive to fine-grained differences in responses.
However, we show this apparent strength is a serious weakness: many popular reward models are oversensitive, assigning different scores to equally good responses.
Theoretically, we show that seemingly perfect reward models can be highly oversensitive; empirically, this oversensitivity can lead to bad policies.
In place of existing notions of "reward model accuracy," we propose evaluating reward models using distinct measures of "discriminative ability" and "specificity" (the complement of oversensitivity).
As a solution, we describe a training-free algorithm that uses Monte Carlo dropout on any neural reward model to produce discrete reward clusters.
Theoretically, we prove there exist discretizations that reduce oversensitivity at minimal expense of discriminative ability; empirically we show, in both controlled and natural RL settings, that discretizing rewards leads to less reward hacking and better policies than training on the original rewards."

[2606.21795] Discretizing Reward Models




First use of precision editing to alter a single gene to study human embryo development reveals role of master gene

Amazing stuff!

Notice we are now going way beyond the famous CRISPR/Cas9 gene editing!

In my opinion, the first gene to be removed from humans is the sneezing gene!

"Research ... has shown that a genome editing technique can be used to alter a single gene in human embryonic cells, enabling the study of very early human development in unparalleled detail.

The technique, called base editing, is a more precise version of the genome editing technique CRISPR/Cas9. It can change a single nucleotide base pair - the basic building block of DNA - within a human genome of approximately 3 billion base pairs. 

Using base editing, the researchers blocked a gene called NANOG in very early-stage human embryos, and found that the cells of the early embryo could not develop into more specialised pluripotent cells called the epiblast - which later form the body. ..."

From the abstract:
"Understanding how the first cell lineages in human development are specified and maintained has fundamental importance and clinical implications for regenerative medicine, infertility and pregnancy loss.
While mouse models have provided valuable insights into transcription factors regulating early development, translating these findings to human embryos has been limited by ethical, technical and biological constraints.
Functional studies of transcription factors in human embryos have been hindered by nuclease-based genome-editing approaches that induce genotoxicity
To overcome this, we applied adenine base editing (ABE8e) to precisely target an exon splice donor site, resulting in a splicing defect and functional knockout of NANOG, representing the first application of base editing to study a developmental regulator in human embryos.
This approach did not trigger genotoxicity and showed limited off-target editing.
Loss of NANOG disrupts pluripotent epiblast specification and instead cells differentiate toward a primitive endoderm (yolk sac) or trophectoderm (placental) transcriptional programme. Retention of primitive endoderm differentiation in NANOG-edited human embryos reveals a functional compensation distinct from mouse, underscoring the importance of directly investigating human development. Our findings demonstrate an essential role for NANOG in human pluripotency and epiblast specification, and highlight the utility of base editing for functional interrogation of human development."

First use of precision editing to study human embryo development reveals role of master gene | University of Cambridge "Scientists have, for the first time, used an extremely precise genome editing technique called base editing to study gene function in human embryos. They found that a gene called NANOG is essential for forming the future body from an embryo."



Day 6 human embryos showing the effect of NANOG presence versus absence. Normal embryo (left)


China, a land without napkins

Pardon my exaggeration! Observations from my most recent, long visit to China.

For many years, tourists and Chinese people were without napkins when they eat outside their homes. 

Things, seem to have improved somewhat. When you are eating in a food place look around and you may find some napkins or a napkin dispenser.

This is in stark contrast to the US where an abundance of napkins is available and offered almost anywhere and anytime.


Emergent Capabilities Arise Randomly from Learning Sparse Attention Patterns

This could be an interesting new paper by Andrew Gordon Wilson and his team!

From the abstract:
"Neural scaling laws for transformer language models predict smooth improvements in pretraining loss with increasing parameters, but downstream capabilities such as in-context learning are known to emerge abruptly past a certain model scale.
In this paper, we show that emergent capabilities arise stochastically throughout training, with larger models acquiring them earlier on average.
We demonstrate that the emergence of capabilities such as pattern completion and indirect object identification corresponds to the abrupt learning of task-relevant attention patterns.
To isolate this phenomenon, we train transformer models on synthetic linear map and cellular automata datasets, and we show that the difficulty of learning attention patterns depends on context length and pattern sparsity.
Moreover, scaling the number of attention heads improves learning efficiency on our synthetic tasks, while increasing the head dimension yields diminishing returns past a minimum capacity.
We additionally investigate architectures with alternative attention mechanisms, showing that MLP-Mixer outperforms a transformer on linear map tasks with complex attention patterns. Our findings provide a mechanistic insight into emergence, showing that downstream capabilities arise abruptly due to the intrinsic difficulty of learning sparse attention patterns in transformer models."

[2606.25010] Emergent Capabilities Arise Randomly from Learning Sparse Attention Patterns










China’s nuclear energy generation capacity nearly doubled between 2016 and 2026

Very impressive! When will Western countries wake up and abandon their several decades long alarmism and hysteria about the safety of nuclear power!

While the banana republic of Germany e.g. shuts down functioning nuclear power plants!

China is also building small, modular reactors with components that can be premanufactured and assembled on site.

"According to data compiled by the US Energy Information Administration, China’s nuclear energy generation capacity nearly doubled between 2016 and 2026, growing from 31.4 gigawatts to 58.7.
The EIA also reports that 36 reactors, totaling another 38.9 GW of capacity, are currently being built in China, making up 49 percent of all global nuclear energy construction. All that development has led to learning; nuclear power plants in China are completed in an average of six years, three years faster than the global average."

"... China is building its first small modular reactor (SMR), the Linglong-1, a domestically designed 100 MWe pressurized water reactor that can be used for power generation, water desalination, and district heating. The project is intended to demonstrate commercial operation and is expected to start operation in the first half of 2026. The Linglong-1 uses the ACP100 SMR design, a modular design, allowing certain components to be built in a factory and installed onsite. ..."

Doomslayer: Progress Roundup - by Malcolm Cochran








Google responsible for generating false claims in AI Overviews , a German local court finds

This seems to be an interesting and relevant legal case!

This court ruling could also affect other AI generated summaries etc.

Caveat: I am not familiar with the details of the case nor the ruling.

"A Munich Regional Court ruled Google liable for false claims generated by its AI Overviews feature, marking a significant shift in how courts treat AI-generated content.
The case involved two publishers whose companies were falsely linked to scams in AI-generated summaries, associations that appeared nowhere in the actual search results.
Google argued its disclaimer warning users to verify information should shield it from liability; however, the court rejected this, finding that the AI created independent statements not present in any source material.
The court held that unlike traditional search engines that display third-party links, Google’s tool produces novel claims by synthesizing across sources, making Google the only entity capable of fixing the problem and therefore responsible for it.
The court also rejected free speech protection, reasoning that algorithmically generated statements are corporate products, not individual expression. The ruling could ripple across the industry, since OpenAI, Anthropic, and Perplexity all rely on similar disclaimers to manage liability for their systems’ errors. ..."

"A local court in Germany has issued a ruling that could reshape the operation of search engines and artificial-intelligence-based chatbots worldwide. The Munich Regional Court preliminarily ruled that Google is liable for a series of false statements generated by its AI Overviews feature, requiring the company to prevent the dissemination of erroneous or inaccurate claims through its search engine. ..."

"Key Points
  • A German regional court has ruled that Google is directly liable for false claims in its AI-generated search overviews.
  • In this case, Google's AI had wrongly linked two publishers to scams and shady business practices.
  • The court treated the AI overviews as Google's own content and rejected Google's argument that users were responsible for fact-checking the results themselves.
..."

Data Points: Zhipu’s GLM-5.2 is the new top open model

A Court Has Ruled That Google Is Liable for False Statements Generated by AI Overviews "The ruling holds that a company that designs, trains, operates, and manages an AI system must assume legal liability for any damages caused by the responses it generates."

Anatomy of Massive Activations and Attention Sinks

This could be an interesting paper by Yann LeCun and his team!

From the abstract:
"We study two recurring phenomena in Transformer language models:
massive activations, in which a small number of tokens exhibit extreme outliers in a few channels, and 
attention sinks, in which certain tokens attract disproportionate attention mass regardless of semantic relevance.
Prior work observes that these phenomena frequently co-occur and often involve the same tokens, but their functional roles and causal relationships remain unclear. Through systematic experiments, we show that the 
co-occurrence is largely an architectural artifact of modern Transformer design, and that 
the two phenomena serve related but distinct functions
Massive activations operate globally: they induce near-constant hidden representations that persist across layers, effectively functioning as implicit parameters of the model. 
Attention sinks operate locally: they modulate attention outputs across heads and bias individual heads toward short-range dependencies.
We identify the pre-norm configuration as the key choice that enables the co-occurrence and show that ablating it causes the two phenomena to decouple."

Anatomy of Massive Activations and Attention Sinks | OpenReview (open access)

English for trippers: A lifetime lifeline

I suppose, this is better than a lifetime sentence! 😊

What about a life in the fast lane!

Israel’s tech employees cost more than US counterparts and the rest of the world

Good news! The price of success and you get what you pay for!

Caveat: I could not find the study on the website of Israel Growth Forum.

"Israel’s 400,000 tech employees have for some years been expensive in global terms, with their cost second only to that of Silicon Valley. The tech giants preferred to pay dearly for the Israeli worker, knowing that they would receive a better result than their counterparts in India and eastern Europe, while their price was still lower than tech workers on their home turf.

However, according to a study by the Israel Growth Forum - an organization operated by Israeli companies such as Wix and Monday.com - the cost of Israeli developers has surpassed that of their US counterparts for the first time ever. This has been mainly due to the strengthening of the shekel against the US dollar, since most of the capital in Israeli tech is raised in dollars, while most of the expenses, including wages and options for local employees, are made in shekels. ..."

Israel’s tech employees cost more than US counterparts - Globes "A study by the Israel Growth Forum has found that Israeli tech employees are the most expensive in the world due to the strengthening of the shekel."

Improvised ashtray on a Chinese passenger train

It is the hanging plastic water bottle with a red colored label in the gangway between two train cars. Smokers frequently come to the gangway to smoke.

The official ashtray in located in the gangway as well if it is a designated smoking area.


 

Living with a 100% chance of cancer developing due to a rare genetic condition

When will we have regular, frequent and affordable cancer screening for all?

"Every year, Tracy Hutchinson undergoes a full-body MRI scan, skin checks and blood tests to search for tumours that she has a nearly 100% chance of getting. Hutchinson has Li-Fraumeni syndrome, an inherited genetic condition that raises her lifetime risk of almost every type of cancer. The test for the genetic mutation came back positive in 2022 and “I actually felt at peace with it”, she says. It explained why her sister and mother had both died from cancer. The diagnosis is constantly on her mind, but Hutchinson tries to stay positive. “Everyone has something they’re dealing with,” she says."

Nature Briefing: Cancer

I have a 100 per cent chance of getting cancer due to a rare gene "A rare variant of a gene called TP53 means Tracy Hutchinson has an extreme risk of developing cancer anywhere in her body, causing endless anxiety and requiring regular whole-body MRIs and other screening"


Tracy Hutchinson has a rare mutation of the TP53 gene


Immenser Kostendruck für die deutsche Metall- und Elektro-Industrie

Der Verdacht liegt nahe, dass die Lage in anderen deutschen Industrien nicht besser aussieht.

China wurde nicht mal in den Vergleich aufgenommen, sondern typischerweise nur EU und USA sowie nicht näher genannte Schwellenländer!

"...  Zwischen 2018 und 2024 ist die Produktion in der M+E-Industrie jährlich um durchschnittlich 2,3 Prozent gesunken, die Beschäftigung ging jedes Jahr im Schnitt um 0,3 Prozent zurück. ...

Unternehmensteuern. Die Bundesrepublik ist seit Langem ein Hochsteuerland für Unternehmen. Schon im Jahr 2014 war der Steuersatz etwa 20 Prozent höher als im internationalen Durchschnitt, inzwischen sind es rund 33 Prozent. Im Vergleich von 45 Industrie- und Schwellenländern landet die Bundesrepublik im Steuerranking nur auf Platz 42. Besonders gravierend: Die USA als einer der großen Konkurrenten haben ihre Steuern seit 2014 um mehr als 13 Prozentpunkte gesenkt. ...

Kapitalmarkt. Lange Zeit sorgte ein Umfeld aus geringer Staatsverschuldung, dem Prinzip der Sozialen Marktwirtschaft und hoher Wirtschaftskraft in Deutschland für niedrige Zinsen und gute Möglichkeiten zur Finanzierung. Seit 2015 sind die Zinssätze in der Bundesrepublik prozentual aber stärker gestiegen als im Schnitt der 45 betrachteten Industrie- und Schwellenländer.

Bürokratie. Regulierungen, Berichtspflichten, Einschränkungen – der Anteil der Unternehmen, die die Bürokratie als größeres Hemmnis für Investitionen sehen, ist in Deutschland viel höher als im Rest der EU und den USA. Zuletzt gab es in der Bundesrepublik dabei sogar einen massiven Anstieg von betroffenen Betrieben. ..."

Immenser Kostendruck für die M+E-Industrie - iwd.de "Die Rezession in Deutschland trifft auch die Betriebe der Metall- und Elektro-Industrie mit voller Wucht. Die ausufernden Kosten und der hohe Bürokratieaufwand machen es den ansässigen Unternehmen zudem immer schwerer, am Standort Deutschland zu produzieren. Die Politik muss der fortschreitenden Deindustrialisierung dringend mit weitreichenden Reformen begegnen."







Abolish the National Institutes of Health (NIH)

Food for thought!

"In an op-ed at The Washington Post, Senior Fellow Scott Atlas echoes Milton Friedman in arguing that the National Institutes of Health (NIH) “should be abolished.” While the NIH has funded some valuable scientific research, Atlas says, “it’s also a governmental monopoly with a roughly $48 billion budget subject to political influence, fiscal abuse and suppression of scientific dissent—one that has diverted billions from actual science to academic operations, racial set-asides and ideological mandates.” Atlas reviews various examples where politicians of both major parties have steered research funding and agendas toward various preferred areas. “Abolishing the NIH would not create a funding vacuum,” Atlas maintains, noting that the private sector already “funds 78 percent of US biomedical research and development.” What’s more, Atlas says, much of the private investment flowing into artificial intelligence is already “funding the overwhelming majority of innovative medical devices and building the AI revolution in biomedicine.” Atlas concludes that doing away with the NIH would not represent a cut to science but rather “is a case for science itself.”"

"In 1980, economist Milton Friedman said the National Institutes of Health should be abolished. Friedman said the same about another government research agency, the National Science Foundation. And when he was asked what the NSF should be replaced with, he replied: “Nothing.” ..."

James Madison’s Lessons for the Country Today

Mit der Geiselbefreiung von Entebbe zeigte Israel vor 50 Jahren, wie man Terroristen bekämpft

Das war eine tolle Leistung!

Ähnlich 2024, wenn Israel detonierte Bomben in mehreren tausend Pagern um Hezbollah Terroristen zu töten!

Entebbe: Vor 50 Jahren befreite Israel 102 Geiseln. | NIUS "Mit einem beispiellos wagemutigen nächtlichen Kommandounternehmen im fernen Uganda rettete Israel über hundert jüdische Geiseln. Am 4. Juli jährt sich „Operation Yonathan“ zum 50. Mal. Sie ist noch immer ein leuchtendes Beispiel dafür, dass man vor dem Terror nicht zurückweichen darf und ihm empfindliche Schläge verpassen kann."

Thursday, July 02, 2026

What Would Multilateral "AI Arms Control" Look Like?

Very good question and which parties would be involved? Food for thought!

However, it appears the author of the following article meant something very different than the analogy to nuclear weapons agreements of the past century!

"... In fact, model quality is growing harder to compare as the industry questions the efficacy of standard benchmarks such as mathematical problem completion. These benchmarks can be gamed if the model is trained on the specific problems in advance. What’s more, as OpenAI researcher Noam Brown recently noted, the right definition of capability is not only what problems a model can solve but how quickly and at what cost. ..."

What Would Multilateral "AI Arms Control" Look Like? | American Enterprise Institute - AEI

Silicom: Israel’s best performing Wall Street stock

What a silly misspelling error in the name of this company! Just kidding! 😊

Silicom: Israel’s best performing Wall Street stock - Globes "The share price of the Kfar Saba-based network and data infrastructure solutions company rose 226% in the first half of 2026."



U.S. won’t renew USMCA, will review trade pact with Canada and Mexico

I hope, President Trump does not mess up the great idea of and prosperity that comes with a North American Free Trade Zone!

"Key Points
  • The Trump administration has decided not to renew its trilateral trade pact with Canada and Mexico known as USMCA.
  • July 1 marked the deadline to renew the 16-year trade pact.
  • President Donald Trump once lauded the USMCA deal, which he signed during his first term in office, but has soured on it since.
..."

U.S. won’t renew USMCA, will review trade pact with Canada and Mexico

Huge Memory AI Server Aims to Shatter the Memory Wall with up to 128 TB of DRAM per server

This is huge! Mind boggling!

"Memory is arguably the most serious constraint on modern AI large language models (LLMs). According to one influential paper, LLM token generation is an inherently memory-bound task, meaning the rate at which models output text is limited by how quickly data can be read in from memory. The severity of this bottleneck grows with model size. This creates a “memory wall” that holds back LLM inference performance.

AI hardware startup Majestic Labs is taking a direct—and comprehensive—approach to solving this problem. It’s developing a new AI server, Prometheus, with up to 128 terabytes of memory. That’s over 60 times more than Nvidia’s DGX B300 server, a cutting-edge AI processing rack. ..."

Huge Memory AI Server Aims to Shatter the Memory Wall - IEEE Spectrum "Majestic Labs’ Prometheus packs up to 128 TB of DRAM per server"




US evaluates moving CENTCOM forces and naval assets to Israel after Iran war

Headline of the day!

If true, could this be a sign of weakness or retreat?

"The United States Central Command (CENTCOM) is considering moving its military bases’ operational systems in Bahrain, Kuwait, and Saudi Arabia to Israel in order to increase their distance from further Iranian missile and drone attacks, The Wall Street Journal reported last Thursday.

The US Navy may revamp its base in Bahrain, which has suffered severe damage since late February up until the recent US-Iran ceasefire. Bahrain has been home to the US Navy’s central forces in the Middle East for over 50 years. ..."

US evaluates moving CENTCOM forces and naval assets to Israel after Iran war | The Jerusalem Post "One option is to establish a new base in the Negev big enough to hold the American army’s forces, or to expand one of the Negev’s air force bases and allocate an American compound there."

Thousandfold Expansion Microscopy

Amazing stuff!

"... In a preprint posted last month to bioRxiv, Boyden and colleagues describe “thousandfold expansion microscopy” or 1000ExM, a method that expands tissues as much as 1000x in every direction—a one billion times increase in volume.

First, they improved upon the expanding gel used to spread things apart. They also figured out how to bind target molecules to this gel, allowing them to break apart proteins and other bonded entities while keeping their pieces relative in space. Lastly, they tinkered with their technique to allow them to repeat the expansion step over and over again. ..."

From the abstract:
"Biological macromolecules, such as proteins, are made of concatenated building blocks. We hypothesized that individual protein residues could be imaged by anchoring their side chains to a swellable polymer, cleaving backbone amide bonds, and expanding residues away from each other to a degree that enables them to be visualized separately.
We introduce thousandfold expansion microscopy (1000ExM), a four-network interpenetrating hydrogel architecture that enables successive expansion from ∼18-fold to >1000-fold (one billion-fold in volume). Protein and peptide structures are maintained across these expansion factors, as verified by analyses of proteins with known structures (nanobodies, GFP) and a well-studied peptide (mCLING). Computational analysis indicates that 1000ExM resolves adjacent amino acid residues, thereby achieving sub-nanometer precision on conventional light microscopes. We anticipate that 1000ExM will find wide utility in protein visualization and identification, potentially even in intact cells and tissues."

ScienceAdviser

Thousandfold Expansion Microscopy (preprint, open access)


A small peptide with one end tagged in purple and certain amino acids in green, showing the difference in resolution between 18x expansion (top; full field on left, zoom in orange on right) and 1000x expansion.


Fig. 1 Design of a four-network interpenetrating polymer network (IPN) architecture enabling ∼1000× linear expansion via recursive ionic-in-ionic casting.


„Wir wollen das erste kommerzielle Fusionskraftwerk der Welt in Deutschland errichten". Wirklich!

Fakt ist wohl, dass die Bananenrepublik D auf diesem Gebiet wohl auch eher hinterher hinkt! Siehe meine blog posts zu nuclear fusion.

"Kernfusion ist für die Bundesregierung längst keine Zukunftsmusik mehr, sondern Industriepolitik mit Milliardenbudget. 2,4 Mrd. € will der Bund bis 2029 investieren, um das erste Fusionskraftwerk der Welt nach Deutschland zu holen. Ingenieur.de und VDI nachrichten haben dazu ein schriftliches Interview mit Bundesforschungsministerin Dorothee Bär (CSU) geführt. ..."

„Wir wollen das erste kommerzielle Fusionskraftwerk der Welt in Deutschland errichten" "Deutschland will das erste Fusionskraftwerk der Welt bauen – und investiert dafür Milliarden. Bundesforschungsministerin Dorothee Bär (CSU) erklärt im Interview, wie der Zeitplan aussieht und warum es ohne privates Kapital nicht gelingt."