Menu

Blog

Page 3084

Feb 16, 2023

Grid of atoms is both a quantum computer and an optimization solver

Posted by in categories: computing, information science, mathematics, particle physics, quantum physics

Quantum computing has entered a bit of an awkward period. There have been clear demonstrations that we can successfully run quantum algorithms, but the qubit counts and error rates of existing hardware mean that we can’t solve any commercially useful problems at the moment. So, while many companies are interested in quantum computing and have developed software for existing hardware (and have paid for access to that hardware), the efforts have been focused on preparation. They want the expertise and capability needed to develop useful software once the computers are ready to run it.

For the moment, that leaves them waiting for hardware companies to produce sufficiently robust machines—machines that don’t currently have a clear delivery date. It could be years; it could be decades. Beyond learning how to develop quantum computing software, there’s nothing obvious to do with the hardware in the meantime.

But a company called QuEra may have found a way to do something that’s not as obvious. The technology it is developing could ultimately provide a route to quantum computing. But until then, it’s possible to solve a class of mathematical problems on the same hardware, and any improvements to that hardware will benefit both types of computation. And in a new paper, the company’s researchers have expanded the types of computations that can be run on their machine.

Feb 16, 2023

Black holes are the source of dark energy that is causing expansion of the universe, study says

Posted by in category: cosmology

Black holes are the source of dark energy, the mysterious force behind the accelerating expansion of the universe, says a new study. This claim comes from an international team that compared growth rates of black holes in different galaxies. The team concluded that the spread of the masses observed could be explained by black holes bearing cores of ‘dark energy’, a report by the Guardian said.

Seventeen researchers in nine countries shared their findings in two papers published in The Astrophysical Journal and The Astrophysical Journal Letters. One of the researchers, Duncan Farrah from the University of Hawaii, said, “We propose that black holes are the source for dark energy.” Farrah added that this dark energy is produced when the normal matter is compressed during the death and collapse of large stars, the Guardian report added.

The researchers said the findings could be explained if black holes grow as the universe expands. They said that observations found black holes expanding 10 orders of magnitude in mass across most of cosmic history.

Feb 16, 2023

Top 5 Differences Between ChatGPT and Google Bard AI

Posted by in categories: materials, robotics/AI

Google developed the language model known as Google Bard AI (Bidirectional Encoder Representations from Transformers) to produce high-quality text by anticipating the next word in a given phrase based on context. It is trained on a sizable corpus of text and may be tailored using smaller datasets to produce material in a particular style or domain.

The third version of OpenAI’s language model, GPT-3 (Generative Pretrained Transformer 3), was trained on enormous volumes of text data and is capable of producing text, summarising text, translating text, responding to inquiries, and carrying out a range of other natural language tasks.

Let’s take a look at the top 5 differences between ChatGPT and Google Bard AI.

Feb 16, 2023

Quantum Computing Meets ChatGPT

Posted by in categories: quantum physics, robotics/AI

It is truly an exciting time for the world of computing. Imagine being able to complete complex computing tasks in just a matter of hours, or even minutes, instead of waiting for days on end. L Venkata Subramaniam, a Quantum Distinguished Ambassador at IBM, tells AIM that this dream could become a reality thanks to the incredible power of quantum computing.

“Quantum naturally works in a higher dimensional space where data is better viewed or separated, or you can understand more about the data. Therefore, it is easier to work in quantum on AI problems,” said Subramaniam.

Quantum computing can also be effective in working with fundamental models, such as ChatGPT. Certain early observations suggest that quantum computing can achieve comparable results to classical AI using less training data and has the potential to accelerate the training process for AI models.

Feb 16, 2023

SIRT6 is a key regulator of mitochondrial function in the brain

Posted by in categories: biotech/medical, computing, life extension, neuroscience

Though mitochondrial dysfunction is a known marker of aging and neurodegenerative diseases, the exact mechanism behind it remains unknown. Our study suggests that the decay of SIRT6 levels during aging [18] and in Alzheimer’s disease [18, 23, 46] could be a key mechanism causing the deterioration of mitochondrial functions. The changes induced by the SIRT6 knockout that we observe at the metabolite level support this claim: metabolites related to mitochondrial energy system pathways (in particular, OXPHOS and TCA cycle) are significantly overrepresented among differentially abundant metabolites. In line with the discussed mitochondrial dysfunction in aging, all these metabolites are downregulated in the SIRT6-KO samples. Importantly, the dramatic decline of one of them, NAD+, was also associated with pro-senescence mechanisms in various species [47, 48], as well as with limited neuroprotective activity of sirtuins [49].

Accordingly, the vast majority of differentially expressed mitochondria-related genes were downregulated in our gene expression analysis. As they were strongly enriched with mitochondrial respiratory chain complexes, we measured the mitochondrial membrane potential and mitochondrial content in SIRT6-KO cells because reduced gene expression might indicate the loss of mitochondria. Both measured characteristics were significantly decreased, validating the suggested impairment of mitochondrial oxidative phosphorylation and mitochondrial biogenesis in SIRT6-deficient brains. Interestingly, the average decrease of mtDNA gene expression (~19.7%) in SIRT6-KO was in good agreement with the corresponding reduction of mitochondrial content (21.8%), suggesting impaired mitochondrial biogenesis as a primary cause of the observed transcriptional dysregulation in mitochondria upon SIRT6 knockout.

Concordantly, the impaired membrane potential upon SIRT6-KO can be partially rescued by restoring SIRT3 and SIRT4 levels, which were significantly downregulated in SIRT6-deficient brains. Both of them are localized in mitochondria and impact mitochondrial pathways related to redox homeostasis and cellular metabolism [38] and have important roles in mitochondria metabolism ROS balance and lifespan [50,51,52]. The analysis of our and publicly available gene expression data [39] confirms that SIRT6 transcriptionally regulates SIRT3 and SIRT4. Our analysis further indicates that SIRT6 regulates mitochondrial gene expression through the transcription factor YY1. We have previously shown that SIRT6 and YY1 form a complex that regulates many shared target genes [24]. Our analysis of YY1 ChIP-seq data [53] suggests that SIRT6 and YY1 regulate mitochondrial processes coordinately.

Feb 16, 2023

ChatGPT AI passes test designed to show theory of mind in children

Posted by in category: robotics/AI

Comprehending that other people might think differently from you is a form of intelligence known as theory of mind – what does it mean that the artificial intelligence behind ChatGPT can do as well on tests of it as a 9-year-old child?

Feb 16, 2023

Gum inflammation parallels novel ‘cytokine score’

Posted by in category: biotech/medical

Researchers at NYU College of Dentistry have developed a single score to describe the level of cytokines in saliva, and this score is linked with the severity of clinical gum inflammation, according to a study published in the journal PLOS ONE.

While more research is needed to test the “ score,” it could hold promise for measuring how well a patient responds to treatment for , predicting gum disease recurrence, or detecting ongoing inflammation related to systemic diseases.

“Periodontal inflammation is not just apparent upon examination, but is reflected in the patient’s saliva,” said Angela Kamer, DMD, MS, Ph.D., associate professor of the Ashman Department of Periodontology & Implant Dentistry at NYU Dentistry and the study’s senior author.

Feb 16, 2023

We’ve Just Seen an ‘Exceptional’ Once-in-a-Millennium Space Explosion

Posted by in categories: energy, space

A record-breaking gamma-ray burst detected in October 2022 has now been described as a one-in-a-thousand years event.

It’s called GRB 221009A, and with up to 18 teraelectronvolts of energy packed in its emissions of light, it’s considered the most powerful gamma-ray burst on record.

We’ve been waiting to learn more about this incredible explosion, and now the analyses have started to arrive on preprint server arXiv, with a trio of papers submitted to The Astrophysical Journal Letters.

Feb 16, 2023

AI Is Speeding Us Toward Intelligent Computers and the Singularity, Pioneer Says

Posted by in categories: mobile phones, robotics/AI, singularity

ChatGPT and other AI systems are propelling us faster toward the long-term technology dream of artificial general intelligence and the radical transformation called the “singularity,” Silicon Valley chip luminary and former Stanford University professor John Hennessy believes.

Hennessy won computing’s highest prize, the Turing Award, with colleague Dave Patterson for developing the computing architecture that made energy-efficient smartphone chips possible and that now is the foundation for virtually all major processors. He’s also chairman of Google parent company Alphabet.

Feb 16, 2023

Elon Musk cofounded the company behind ChatGPT but he’s warning that unregulated AI comes with ‘great danger’

Posted by in categories: Elon Musk, robotics/AI

ChatGPT, a viral AI chatbot, has sparked discourse about the future of AI and how the technology will impact humans.

“It’s both positive or negative and has great, great promise, great capability,” Musk said of AI, adding that “with that comes great danger.”

Musk said Wednesday that the bot “has illustrated to people just how advanced AI has become,” according to Musk.