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"A natural alternative to symbolic AI came to prominence: Instead of modeling high-level reasoning processes, why not instead model the brain? After all, brains are the only things that we know for certain can produce intelligent behavior. Why not start with them?"

" To be clear, workers are regularly replaced by automation, but the speed and impact of robots taking jobs is routinely overstated in public discourse; very unlikely to accelerate during a recession; and is one of many other factors that affect or change the nature of work."

"Raji says her investigation into the data has made her gravely concerned about deep-learning-based facial recognition. "It's so much more dangerous," she says. "The data requirement forces you to collect incredibly sensitive information about, at minimum, tens of thousands of people. It forces you to violate their privacy. That in itself is a basis of harm. And then we're hoarding all this information that you can't control to build something that likely will function in ways you can't even predict. That's really the nature of where we're at.""

"That can include statistical or machine learning algorithms that rely on police records detailing the time, location, and nature of past crimes in a bid to predict if, when, where, and who may commit future infractions. In theory, this should help authorities use resources more wisely and spend more time policing certain neighborhoods that they think will yield higher crime rates."

"However, since machine learning algorithms are what they eat (in other words, they function based on the training data they ingest), they inevitably end up picking up on human biases that exist in language data itself."

"Digital Identity (ID) is one of the main results focused under the main Digital Drukyul Flagship Program of Nu 2.557 bn as the fund also covers results such as Institutionalizing e-Patient Information System, creating Digital Schools, Integrating e-business services (business licensing and Single window for trade), Land records, tax information etc. Citing some examples of what benefits people can expect with the completion of the Digital ID Lobzang Jamtsho, Chief ICT Officer, Application Development Division, Department of Technology and Telecom (DITT) under Ministry of Information and Communication (MoIC) said stated, "Currently the online processes are hybrid in nature, where although we communicate or negotiate online, people still need to be physically present to sign a contract or make online transactions." He said that with the use of Digital ID, one can have bank transactions or even sign up contracts remotely to state a few components that the program encapsulates. The paper found that the biggest advantage of the Digital ID of the person is that all the information of the person will be stored and based around the Digital ID of the person. This could be health records, land records, tax records, revenue and bank records, business records, education records, census records etc. The person can use his digital ID to access all this information and also use his ID to complete online procedures to avail services. To protect the privacy of the person access to the information will be compartmentalized and restricted so some tax officials for example cannot access the health records of a person. A key component of digital ID is collecting the biometric details of people like eyes and all finger prints for verification and security."

"But the oddest thing happened when you searched the word "trespassing" on Etsy, which feels like the natural place to look for that sort of thing. Lots of the signs high up in the search rankings were strange, word salad, anti-vax signs. They were impossible to ignore or miss. They were everywhere."

"Second, there is the question of how we see ourselves. Human nature is a baggy, capacious concept, and one that technology has altered and extended throughout history. Digital technologies challenge us once again to ask what place we occupy in the universe: what it means to be creatures of language, self-awareness and rationality."

"But it is also revealing of a tech culture that venerates profit above social usefulness - and which takes as implicit its right to innovate without limits, despite the consequences. AI that can find its own route to wealth is likely to displace jobs, change the nature of commerce, funnel power into the hands of the few and spread unrest among the many."

"At first glance, the change might seem relatively benign. Often, all folks surfing the web want is a quick-hit summary or snippet of something anyway. But it's not unfair to say that Google, which in April, according to data from SimilarWeb, hosted roughly 91 percent of all search traffic, is somewhat synonymous with, well, the internet. And the internet isn't just some ethereal, predetermined thing, as natural water or air. The internet is a marketplace, and Google is its kingmaker. As such, the demo raises an extremely important question for the future of the already-ravaged journalism industry: if Google's AI is going to mulch up original work and provide a distilled version of it to users at scale, without ever connecting them to the original work, how will publishers continue to monetize their work?"

"To create Discover Weekly, there are three main types of recommendation models that Spotify employs: Collaborative Filtering models (i.e. the ones that Last.fm originally used), which analyze both your behavior and others' behaviors. Natural Language Processing (NLP) models, which analyze text. Audio models, which analyze the raw audio tracks themselves."

"Oh, I just listen to bird sounds a lot and then try to emulate the kinds of things they do. Synthesizers are quite good at that because some of the new software has what's called physical modeling. This enables you to construct a physical model of something and then stretch the parameters. You can create a piano with 32-foot strings, for instance, or a piano made of glass. It's a very interesting way to try to study the world, to try to model it. In the natural world there are discrete entities like clarinets, saxophones, drums. With physical modeling, you can make hybrids like a drummy piano or a saxophone-y violin. There's a continuum, most of which has never been explored."

"A controversial reform of the federal nature conservation act, pushed through by Olaf Scholz's coalition government earlier this summer, slashes red tape around building windfarms near nesting sites, but banks on AI-driven "anti-collision systems" as one way to minimise such accidents."

"AI tool GNoME finds 2.2 million new crystals, including 380,000 stable materials that could power future technologies Modern technologies from computer chips and batteries to solar panels rely on inorganic crystals. To enable new technologies, crystals must be stable otherwise they can decompose, and behind each new, stable crystal can be months of painstaking experimentation. Today, in a paper published in Nature, we share the discovery of 2.2 million new crystals - equivalent to nearly 800 years' worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new deep learning tool that dramatically increases the speed and efficiency of discovery by predicting the stability of new materials."

"Instead of putting bank tellers out of a job, ATMs increased the demand for tellers by reducing the cost of operating a bank branch. The reduced cost of operating a branch meant that banks opened more branches and hired more tellers to operate them. Bank branches in urban areas increased by more than 40% (source) The counterintuitive nature of new technologies is such that they may eliminate certain jobs - or parts of those jobs - but they also create new jobs and empower workers in existing jobs to be more productive."

"Researchers put AI normally used to search for helpful drugs into a kind of "bad actor" mode to show how easily it could be abused at a biological arms control conference. All the researchers had to do was tweak their methodology to seek out, rather than weed out toxicity. The AI came up with tens of thousands of new substances, some of which are similar to VX, the most potent nerve agent ever developed. Shaken, they published their findings this month in the journal Nature Machine Intelligence."

"In a paper published in Nature, we introduce AlphaFold 3, a revolutionary model that can predict the structure and interactions of all life's molecules with unprecedented accuracy. For the interactions of proteins with other molecule types we see at least a 50% improvement compared with existing prediction methods, and for some important categories of interaction we have doubled prediction accuracy."

"Cancer diagnosis and management depend upon the extraction of complex information from microscopy images by pathologists, which requires time-consuming expert interpretation prone to human bias. Supervised deep learning approaches have proven powerful, but are inherently limited by the cost and quality of annotations used for training. Therefore, we present Histomorphological Phenotype Learning, a self-supervised methodology requiring no labels and operating via the automatic discovery of discriminatory features in image tiles. Tiles are grouped into morphologically similar clusters which constitute an atlas of histomorphological phenotypes (HP-Atlas), revealing trajectories from benign to malignant tissue via inflammatory and reactive phenotypes. These clusters have distinct features which can be identified using orthogonal methods, linking histologic, molecular and clinical phenotypes. Applied to lung cancer, we show that they align closely with patient survival, with histopathologically recognised tumor types and growth patterns, and with transcriptomic measures of immunophenotype. These properties are maintained in a multi-cancer study."

"Ultimately, he suggests, each user would have their own "large language model" (LLM), the underlying technology of services such as ChatGPT, which would be trained on their own speech and behaviour patterns, to let them generate extremely personalised responses to queries and requests. Such systems could be a natural progression from AI tools that already exist today. Services such as Gmail can summarise and suggest replies to emails based on previous messages, while Microsoft Teams will transcribe and summarise video conferences, automatically generating a to-do list from the contents."

"Meeting your next significant other naturally is slowly becoming unheard of, especially amid a pandemic. Plus, with online apps like Bumble, Tinder, OK Cupid, Plenty of Fish, and Hinge gaining popularity, it's no wonder people are willing to give virtual dating a try. In fact, I bet most of your single friends are swiping right and left while you're reading this. I even gave it a try or two, but it never worked out where I found my Prince Charming. "