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91
One of the most important articles that may one day save your entire family.

Learn from other people's mistakes:

A family consisting of a man, his wife, and their infant child had just arrived home from dinner outside and smelled gas in their house.

When he entered the kitchen, the husband turned on the light to get a better look but an explosion occurred that killed the man on the spot.

The explosion also sent his wife to the ICU. and the baby who was some distance away from the explosion was rescued. Kitchen utensils were thrown more than 200 m from the explosion site.

■ Lessons to be learned:

1. When you smell gas, do not turn on the lights and vice versa, if the lights are already on, do not turn them off, butvopen the window slowly so as not to cause sparks.

2. Close the gas cylinder.

Do not turn on the light until you are sure that the gas smell is completely gone.

3. Do not open the refrigerator or freezer as this can also cause sparks.

4. If you are outside the house, wet the key with your saliva before inserting it into the keyhole.

5. Don't use your phone.

  ● Put it away.


92
Deep Learning / Memories of DeepSeek and Qwen
« Last post by Chip on May 02, 2025, 02:57:19 PM »
https://www.thenationalnews.com/future/technology/2025/05/02/how-huaweis-expected-new-ai-chip-could-disrupt-the-market/

⬆️ See the original link for the video

https://www.thenationalnews.com/business/markets/2025/03/06/what-is-qwen-the-open-source-genai-model-from-alibaba-challenging-deepseek/

When China-based DeepSeek launched its AI platform in January – it was virtually free and hyped to be even better that ChatGPT and the rest of the field, upending the entire AI world.

Then in March, DeepSeek itself was usurped by the launch of Qwen, the open-source generative AI service from Alibaba.

https://www.thenationalnews.com/business/markets/2025/03/06/what-is-qwen-the-open-source-genai-model-from-alibaba-challenging-deepseek/

All share three common denominators – China-made, lower-priced and improving, if not already better, in quality.

It remains to be seen if big AI chip players will be affected by Huawei's new launch. But if DeepSeek taught us anything, it is that any new platform can be disruptive, costly and may cause a shift in perception on US tech, the argument being it is possible to create something good for cheaper. Just ask OpenAI and Nvidia.
93
Other / How Huawei's expected new AI chip could disrupt the market
« Last post by smfadmin on May 02, 2025, 02:46:34 PM »
https://www.thenationalnews.com/future/technology/2025/05/02/how-huaweis-expected-new-ai-chip-could-disrupt-the-market/

How Huawei's expected new AI chip could disrupt the market

May 02, 2025

Details of the Ascend 910D processor remain scarce but it could be competitively priced, Huawei has not commented on the report.

Nevertheless, hype is building, along with interest on what this will mean for the industry, performance benchmarks and the wallets of users.

Chip history:

Through the years, Huawei has used third-party processors on its devices, including those from US-based Qualcomm and Taiwan's MediaTek.

That does not mean Huawei is new to the game: back in 1991, the company founded its chip arm HiSilicon, which would eventually collaborate with Britain's ARM Holdings and create its in-house chip, Kirin, similar to Samsung Electronics' Exynos and Apple's A line of processors.

At present, Huawei has a unit called Ascend Computing, dealing with AI infrastructure. Ascend shares the same name of a line-up of smartphones Huawei began selling in the early 2010s, even spilling over to the first Mate devices.

GPU v CPU:

A CPU, or central processing unit, has origins dating back to the 1950s and has been part of tech speak since. It basically acts as the brain of a computer, handling all processes.

On the other hand, a GPU – graphics processing unit – is a more specialised chip designed to support CPUs, specifically built to handle more complex tasks such as image rendering, video manipulation, AI workloads and everything gaming, its first major utility when GPUs popped up in arcades in the 1970s.

And while each processor is distinct, both are needed to meet varied computing demands, according to Intel.


CPU v GPU: What's the difference?
_________________________________

CPU
Generalised component that handles main processing functions of a server

GPU
Specialised component that excels at parallel computing

Feature
Processing

CPU
Designed for serial instruction processing

GPU
Designed for parallel instruction processing

Feature
Design

CPU
Fewer, more powerful cores

GPU
More cores than CPUs, but less powerful than CPU cores


Where do Huawei GPUs rank?

According to AIMultiple, an Estonia-based IT consultancy and research firm, Huawei GPUs ranked ninth for data centre workloads, based on multiple scenarios.

Unsurprisingly, Huawei chips are popular in China, especially as AI labs in the country could not buy the newest and best processors from US companies, AIMultiple noted.

In terms of value, it would be difficult to ascertain the value of Huawei's chip division, since it is a privately held company. California-based Nvidia has a market capitalisation of about $2.66 trillion, as of Thursday.


Top AI hardware companies for data centre workloads
Use the column header buttons to sort columns by ascending or descending orderCurrently not sorted
Rank
1

Company
Nvidia

Best for
Revenue and volume leader; first choice for most buyers who can secure supply

Rank
2

Company
AMD

Best for
Second in terms of market valuation

Rank
3

Company
Intel

Best for
CPU market leader playing catch up in GPUs


How much will it cost?
There are clues. Last month, Reuters reported Huawei was preparing to ship out its 910C chips, with further reports suggesting the company had received orders for about 70,000 units worth an estimated $2 billion.

That implies each processor would cost less than $29,000 – competitive considering Nvidia's H100 AI chips are believed to cost anywhere between $27,000 and $40,000. Bulk orders typically lower total costs.

Huawei's products – smartphones, laptops, wearables and others – have traditionally been priced lower than Samsung and Apple equivalents, allowing it to be more competitive. Before US sanctions hit hard, Huawei also ranked top for smartphones in 2018 and 2020 as the world's biggest manufacturer.

The success of Ascend 910D will depend on how the new chip performs and how widely it is accepted, but price tends to play a big role.
94
Neuroscience / Critical Hub for Logical Thinking Identified
« Last post by smfadmin on May 02, 2025, 06:47:06 AM »
https://neurosciencenews.com/critical-thinking-logic-neuroscience-38747/

Critical Hub for Logical Thinking Identified

April 26, 2025

Summary:

Researchers have identified that the right frontal lobe plays a critical role in logical thinking and problem-solving. Using lesion-deficit mapping in 247 patients with brain injuries, they found that damage to this area leads to significantly more reasoning errors.

Two new cognitive tests developed for the study accurately detected reasoning impairments that traditional assessments might miss. These findings could improve clinical diagnosis and treatment for patients with right frontal brain damage.

Key Facts:

● Right Frontal Lobe: Damage here impaired reasoning abilities by around 15%.

● New Reasoning Tests: Verbal and nonverbal tasks successfully identified cognitive deficits.

● Clinical Potential: The tests could enhance NHS screening for brain injury-related reasoning problems.

{A team of researchers at UCL and UCLH have identified the key brain regions that are essential for logical thinking and problem solving}

The findings, published in Brain, help to increase our understanding of how the human brain supports our ability to comprehend, draw conclusions, and deal with new and novel problems – otherwise known as reasoning skills.

To determine which brain areas are necessary for a certain ability, researchers study patients with brain lesions (an area of damage in the brain) caused by stroke or brain tumours.

This approach, known as ‘lesion-deficit mapping’, is the most powerful method for localising function in the human brain.

Studying brain injuries can be difficult and time-consuming because researchers need a large number of patients with specific brain damage. This kind of damage can affect how a person thinks, feels, or moves.

However, very few research centres have access to enough patients to conduct these studies effectively.

As a result, previous studies have mainly relied on functional imaging (fMRI) techniques in healthy individuals. However, these results can sometimes be misleading as they provide correlational rather than causal evidence.

The new study, led by researchers at the UCL Queen Square Institute of Neurology and Department of Neuropsychology at the National Hospital for Neurology and Neurosurgery, UCLH, used lesion-deficit mapping to investigate 247 patients with unilateral focal brain lesions in either the left or right frontal (front) or posterior (back) regions of the brain. An additional 81 healthy individuals served as controls.

To assess reasoning skills in these patients, the researchers developed two new tests:

These included a verbal deductive reasoning task (a type of puzzle where participants are asked to find relationships between words to solve problems), which included questions such as: “If Sarah is smarter than Diana and Sarah is smarter than Heather, is Diane smarter than Heather ?”

And a nonverbal analogical reasoning task (a type of puzzle where participants are asked to use pictures, shapes or numbers to figure out logical patterns and solve problems), with questions like: “Which set of numbers is "1,2,3" most similar to – "5,6,7" or "6,5,7" ?”.

The results showed that people with damage to the right frontal lobe had a much harder time on both tests compared to those with damage in other areas. They made about 15% more mistakes than the other patients and healthy individuals.

Lead author, Dr Joseph Mole (UCL Queen Square Institute of Neurology and Department of Neuropsychology, UCLH) said: “Our study explores how the front right part of the brain helps people think and solve new problems.

“It also shows that our two new tests can help detect reasoning problems in individuals with brain damage, improving diagnosis and treatment.”

Senior author, Professor Lisa Cipolotti (UCL Queen Square Institute of Neurology and Department of Neuropsychology, UCLH) added: “By combining a detailed cognitive investigation in a large sample of brain damaged patients with advanced lesion mapping techniques – developed by Professor Parashkev Nachev and his team at the UCL Queen Square Institute of Neurology – we have deepened our understanding of the complex and, so far, poorly understood, neural structures underlying human reasoning.

“Our findings show a close connection between the right frontal brain network involved in reasoning and the right frontal brain network essential for fluid intelligence (our ability to solve problems without prior experience).

“This suggests that a common area of the brain plays a critical role in both reasoning and fluid intelligence.”

The researchers believe that these findings have significant clinical implications, as the two new tests can help identify cognitive impairments that would otherwise go undetected.

With further validation and implementation, the team aim to make their new reasoning tests widely available in the NHS, addressing an unmet need for tools specifically designed for assessing right frontal lobe dysfunction.



The results showed that people with damage to the right frontal lobe had a much harder time on both tests compared to those with damage in other areas. Credit: Neuroscience News
95
The Cell / Cells / Archaea Inhabit Our Microbiome, but What Are They Doing There?
« Last post by Chip on May 02, 2025, 04:26:52 AM »
https://www.the-scientist.com/archaea-inhabit-our-microbiome-but-what-are-they-doing-there-72935?utm_source=Live+Audience&utm_campaign=ab2c99e874-nature-briefing-microbiology-20250501&utm_medium=email&utm_term=0_b27a691814-ab2c99e874-498702756

Archaea Inhabit Our Microbiome, but What Are They Doing There?

Apr 29, 2025

Scientists know relatively little about archaea compared to their bacterial counterparts, but evidence of their roles in health and disease are beginning to trickle in.

Over 1500 bacterial species can cause human diseas as can hundreds of eukaryotic pests, like fungi, protists, and helminth worms, but there is a third domain of life missing from medical literature: archaea.

This group of microbes, first classified in 1977, was originally mistaken for bacteria due to their similar appearance.

“Now we have more and more evidence that this domain where the archaea belong is really completely different to bacteria," said Magdalena Kowalewicz-Kulbat, a microbiologist at the University of Lodz.

People often associate archaea with extreme environments like salt lakes, geysers, and hydrothermal events. However, scientists have also found them in oceans, soil, and animal microbiomes.

 
Though there is growing evidence that archaea populate the human body, a pathogenic variety has yet to make itself known. With little research devoted to this domain, it has been difficult to determine whether archaea are not pathogenic by nature or whether stealthy, disease-causing members have simply evaded detection.

Detection Difficulties:

Despite their classification nearly 50 years ago, archaea still slip under the radar due to microbiologists’ reliance on protocols designed for studying bacteria. This has led to considerable sampling bias.

When researchers cultivate microbes from the body, such as from a stool sample, they routinely use media designed to culture bacteria, which may prevent some archaea from growing.

Other archaea may divide too slowly to be picked up by conventional methods. “Some [archaeal] species we grow within weeks.

Sometimes it can be even longer,” Kowalewicz-Kulbat said. Sonja-Verena Albers, a microbiologist at the University of Freiberg, added that many archaea are anaerobes, thriving in oxygen-deprived environments like the gut.

So, to study them in the lab, scientists must get their hands on special anaerobic chambers.

DNA sequencing can also miss archaea depending on the DNA extraction method used.

Most commercial extraction kits include lysozyme, which breaks down peptidoglycan in bacterial cell walls to split open and release DNA; however, the enzyme does not cleave pseudopeptidoglycan in archaeal walls.

Even when archaeal DNA is extracted using other enzymes, bacteria are more abundant gut residents, so their genome sequences tend to dominate metagenomics studies. Adding to the difficulty, scientists have only collected a few referential archaeal sequences so far, reducing the odds that researchers will find similar hits in big datasets and identify new species.

Despite these obstacles, microbiologists have detected archaea in the human microbiome, spanning the gums, gut, lungs, and skin.

Of all the gut archaea, methane-producing microbes called methanogens, found in half of all people and varying in prevalence by population, have garnered the most attention, according to Guillaume Borrel, a microbiologist at the Pasteur Institute. Methane breathalyzer tests can even detect their intestinal presence.

“In general, it’s when you have more than 106 methanogens in the gut that you can have sufficient methane produced to detect in breath,” Borrel noted.

Methanogens are not the only human-dwelling archaea. Kowalewicz-Kulbat and other research groups have identified a growing number of halophilic, or salt-loving, gut inhabitants. “I think some researchers didn’t expect that there can be some halophilic archaea, which really require high concentrations of sodium chloride,” she said.

Still, current data suggests gut archaea are not as varied as their bacterial neighbors. “We made a census of the diversity of methanogens in the gut, and we found around 30 species, which is not a lot,” Borrel said. In contrast, there are at least 1,000 bacterial species in the intestines.

Going by abundance, archaea are also minor, contributing to between 0.1 and one percent of the gut microbiome, Borrel added. They only make up one percent of the microbiome on the skin, too, and some studies reveal that they may make skin more acidic and dry.

Though scientists have discovered a few archaeal residents of the microbiome, microbiologists have not classified any as pathogens, suggesting archaea may lack adaptations that cause disease in humans or other animals. There are several potential reasons for this. Given the low diversity of archaeal species, it’s possible that too few archaea have colonized the gut to allow one with pathogenic potential to gain a foothold.

In addition, scientists have yet to find an archaeon with tissue-damaging toxin secretion machinery akin to the ones used by bacteria.

Archaea rely on metabolites produced by their bacterial neighbors to fuel their growth, so triggering disease in the gut may backfire and cause bacteria-killing inflammation or speed up their removal (e.g. by causing diarrhea).

In fact, gut methanogens actively slow gut flow rate by 59 percent in dogs, possibly via interactions between the methane they produce and nerve receptors.

This slower bowel movement may also allow more time for slow-growing archaea to populate the gut.

Some archaea, it seems, promote human health. “We isolated a new species of halophilic archaea in a Polish salt mine,” Kowalewicz-Kulbat said. Given that people often swim in the nearby salt lakes, she reasoned that this archaeon, Halorhabdus rudnickae, may enter the body, where it could react with immune cells. She also wondered if other distantly-related halophilic species, such as Natrinema salaciae, could do the same.

To test this, she mixed each of the two species with human dendritic cells and T cells in vitro.

They found, for the first time, that both of the halophilic archaea could trigger adaptive immunity, suggesting it could be a general property of the salt-loving species.

By primarily switching on anti-inflammatory pathways, halophilic species might tune immune cells to alleviate symptoms of inflammation, Kowalewicz-Kulbat suggested. Future in vivo studies could further explore the impact of archaea on immunity.

Methanogens may also prove beneficial. Some species can break down the host metabolite trimethylamine into methane, preventing trimethylamine oxide from forming in the body—a chemical linked to cardiovascular disease.

These findings and others led Borrel to submit a patent for the use of archaea as dietary supplements.

While evidence mounts that some archaea are “good” bugs, it is still possible that “bad” archaea exist but have escaped notice. Scientists have linked some species to disease. For example, they found Methanobrevibacter smithii in the vaginal microbiome of women with vaginosis.

Similarly, they spotted Methanobrevibacter oralis in dental pockets affected by periodontitis
but not in nearby healthy gums or in affected dental pockets following recovery.

Chipper says: "this is a major cause of Periodontal Disease but they don't tell you that !

Scientists have even linked archaea to abscesses of the brain and muscle, inflammatory bowel disease, and pneumonia, too.

In these cases, the archaea are probably not the primary culprit behind each condition, but they may play a contributing role.

For example, they may promote the proliferation of bacterial partners-in-crime that directly cause symptoms.

However, proving a causal link between archaea and disease has been tricky because of a lack of experimental protocols and tools for working with this domain of life.

Towards a Toolkit for Archaea:

To study how a bacterium causes a disease, microbiologists manipulate their genetics to remove or enhance virulence factors.

Studying archaeal bandits would require the same treatment, as scientists still don't know which of their genes may play a role in disease. “Many of the genes that are popping up are hypotheticals—we don’t know their functions,” Albers explained. “In the end, somebody has to do the experiment and find out what that protein is actually doing.”

However, Borrel said, “There is no genetic model of gut archaea. There are some genetically tractable models of methanogens, but not the ones that are in the gut.”

Gene editing in archaea would require a molecular toolkit that microbiologists have yet to develop.

“You have to find an antibiotic or selection marker that works. You have to find plasmids. It’s much easier in bacteria nowadays, just because there’s more material available,” Albers said.

Microbiologists would also need to inoculate animals with archaea to see if they contribute to disease. However, Borrel said, “There is no well-established murine model which could help to see what their impact could be in vivo.”

Archaea research has fallen behind that of bacteria and eukaryotes by three decades, said Albers.

She and other microbiologists are still trying to understand the basic cell biology of these microbes.

Still, research teams around the world are developing experimental procedures to gain mechanistic insight into archaea. In 2023, researchers identified a plasmid that easily spreads between diverse archaeal species, facilitating gene-editing efforts.

😲 “Most of the archaea have CRISPR systems that you can use to internally make mutants,” Albers noted, and, indeed, researchers in 2024 developed CRISPR gene-editing machinery to manipulate methanogens.

As scientists develop the tools to study these microbes, we may soon understand several facets of their relationship with humans. “Is there any direct interaction with human cells, like epithelial cells of the gut?” Albers wondered.

Kowalewicz-Kulbat added that the field still doesn’t know whether innate immune cells detect archaeal components, such as lipids or proteins in their membranes and cell walls.

Further findings will hopefully provide more insight into the elusive relationship between this domain of life and the human body.



Developing new laboratory techniques to study archaea could be key to uncovering their role in health and disease.

©iStock, KuLouKu
96
Neuroscience / How the Brain Judges Social Encounters
« Last post by smfadmin on May 02, 2025, 03:12:56 AM »
https://neurosciencenews.com/neuroscience-social-encounters-28790/

April 30, 2025

Summary:
Scientists have identified the neural circuitry responsible for assigning emotional value, positive or negative, to social encounters. Two key neuromodulators, serotonin and neurotensin, were found to control opposing emotional responses in a brain region responsible for learning and memory.

In a mouse model of autism spectrum disorder (ASD), activating serotonin receptors restored the ability to form positive impressions from social interactions. The findings could pave the way for therapies that target emotional imbalances in disorders like ASD and schizophrenia.

Key Facts:

● Emotional Tagging: Serotonin and neurotensin in the hippocampus determine whether a social interaction feels positive or negative.

● Reversing Deficits: Stimulating serotonin 1B receptors restored positive social impressions in a mouse model of ASD.

● Therapeutic Potential: The study reveals specific neuromodulatory targets that could inform future treatments for social cognitive deficits.

Mount Sinai researchers have identified for the first time the neural mechanisms in the brain that regulate both positive and negative impressions of a social encounter, as well as how an imbalance between the two could lead to common neuropsychiatric disorders like autism spectrum disorder (ASD) and schizophrenia.

The study, published April 30 in Nature, also describes how activating a serotonin receptor in the brain of a mouse model of ASD restored positive emotional value (also known as “valence”), with encouraging implications for the development of future therapies.

“The ability to recognize and distinguish unpleasant from pleasant interactions is essential for humans to navigate their social environment,” says Xiaoting Wu, PhD, Assistant Professor of Neuroscience at the Icahn School of Medicine at Mount Sinai, and senior author of the study.

“Until now, it has been unclear how the brain assigns positivity or negativity—‘valence’—to social experiences, and how that information can be flexibly updated in a constantly changing environment.”

At the center of this complex neural circuitry is the hippocampus, located deep in the temporal lobe of the brain and responsible for forming new memories, learning, and emotions.

The Mount Sinai researchers described how two neuromodulators—serotonin and neurotensin, which influence processes such as mood, arousal, and neural plasticity—are released into the hippocampal subregion known as ventral CA1, where they control opposing social valence assignment.

Both neurotransmitters impact distinct populations of ventral CA1 neurons through their respective receptors, serotonin 1B and neurotensin 1.

While deficits in social valence are known to be prevalent in many neuropsychiatric disorders, their underlying neural mechanisms and pathophysiology have remained elusive.

“Through our work we’ve provided the first foundational insights into the neural basis of social valence,” notes Dr. Wu.

“We have demonstrated that the neuromodulators serotonin and neurotensin signal opposing valence, revealing a fundamental principle of brain function in the form of a neuromodulatory switch that allows behavioral adaptation based on social history.”

Specifically, the team developed a novel social cognitive paradigm that involved exposing mice to negative and positive social encounters. In the negative social encounter, the test mouse was exposed to a mean/aggressive mouse; in the positive encounter, the mouse was exposed to a potential mate.

In both assays the mice had negative or neutral/positive or neutral interaction and then got to choose which mouse they would like to spend more time with.

Without prior experience, the mice did not have a preference, but with the experience, they associated a mouse with a positive or negative valence and then learned to avoid the “bad” mouse or approach the “good” mouse.”

Just as importantly, the team uncovered specific drug targets for positive and negative valence, knowledge that could potentially factor into future treatments.

Specifically, serotonin acting on the serotonin 1B receptor generates a positive impression of a social encounter, while neurotensin acting on the neurotensin 1 receptor creates a negative impression. Imbalanced emotional processing of those two social experiences is known to be a debilitating symptom of ASD.

Consequently, by activating the serotonin 1B receptor, researchers were able to restore a positive impression associated with rewarding social experiences.

“We identified a specific neuromodulator receptor which we then targeted to rescue social cognitive deficits in a mouse model of ASD,” Dr. Wu explains.

"On a broader scale, our work provides critical insights into complex social behaviors while revealing potential therapeutic targets that can be leveraged to improve social cognitive deficits in common neuropsychiatric disorders.”



While deficits in social valence are known to be prevalent in many neuropsychiatric disorders, their underlying neural mechanisms and pathophysiology have remained elusive. Credit: Neuroscience News
97
Funky69's



then two by "Chatty Pete" based on the funky69's but with futuristic DJ gear and upping the ante

98
Music / Re: A Robot Designed For War Did A 30-Minute DJ Set At A California Club
« Last post by Chip on May 01, 2025, 11:46:14 PM »
artwork from Funky69

Post Merged: May 01, 2025, 11:54:08 PM
a couple from AI that we just built (one animated, one "realistic" (what a struggle that was )) both playing funk and house (literally, lol!
99
General Discussion for Everybody / Re: sysconfig
« Last post by Chip on May 01, 2025, 06:34:34 AM »
 

another vCPU and double the vRAM

   forum <3 :PY2
100
Thanks Chip, it was in fact Duckfeet!  I have been absent from the community except for Poppycop's email chain, and am living a life of quiet maintenance.  I'm afraid to source anything from the street, and don't want to fuck up my medical lifeline, so gone are the days of excess.

Alpha
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