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Learning the intricacies of human languages is hard even for human children and non-native speakers - but it's particularly difficult for AI. Scientists have already taught computers how to do simple tasks, like translating one language to another or searching for keywords. Artificial intelligence has gotten better at solving these narrow problems. But now scientists are tackling harder problems, like how to build AI algorithms that can piece together bits of information to give a coherent answer for more complicated, nuanced questions. "Language is the ultimate frontier of AI research because you can express any thought or idea in language," states Stanford computer science professor Yoav Shoham. "It's as rich as human thinking." For Shoham, the excitement about artificial intelligence lies not only in what it can do - but also in what it can't. "It's not just mimicking the human brain in silicon, but asking what traits are so innately human that we don't think we can emulate them on a computer," Shoham said. "Our creativity, fairness, emotions, all the stuff we take for granted - machines can't even come close."

This article shows new evidence which suggests that language is learned in circuits that are used for many other purposes, instead of the common claim that language acquisition occurs in a specific part of the brain dedicated to the purpose. How good we are at remembering vocabulary relates to how good we are at declarative memory, which is used to remember shopping lists or people's faces. Grammar in children, on the other hand, correlates most strongly to procedural memory which is used for driving or playing an instrument.

On the Isle of Man, illustrator Vicky Webb, 31, and Manx husband Dylan, have designed a book using Manx words to both help children learn the alphabet and keep the ancient Manx language alive.

Lera Boroditsky, cognitive science professor at UC San Diego notes, "...a growing body of research is documenting how experience with language radically restructures the brain. People who were deprived of access to language as children (e.g., deaf individuals without access to speakers of sign languages) show patterns of neural connectivity that are radically different from those with early language exposure and are cognitively different from peers who had early language access. The later in life that first exposure to language occurs, the more pronounced and cemented the consequences. Further, speakers of different languages develop different cognitive skills and predispositions, as shaped by the structures and patterns of their languages. Experience with languages in different modalities (e.g., spoken versus signed) also develops predictable differences in cognitive abilities outside the boundaries of language. For example, speakers of sign languages develop different visuospatial attention skills than those who only use spoken language. Exposure to written language also restructures the brain, even when acquired late in life. Even seemingly surface properties, such as writing direction (left-to-right or right-to-left), have profound consequences for how people attend to, imagine, and organize information. The normal human brain that is the subject of study in neuroscience is a "languaged" brain. It has come to be the way it is through a personal history of language use within an individual's lifetime. It also actively and dynamically uses linguistic resources (the categories, constructions, and distinctions available in language) as it processes incoming information from across the senses.

This article explains the various ways one might deal with grief. These expressions are narratives, symbolism, metaphors, and analysis. Being narrative is sharing the legacy of the loved one and can be formed as eulogies, organizations, etc. Symbolism represents the relationship between the living and the passed. A common symbol is a "new star in the sky" for children who have lost parents, or a couple's wedding song. A metaphor is a way to describe a loved one or a relationship. An analysis is when one writes down their thoughts to reflect upon them. One may use this in a sudden-death case and the bereaved is overwhelmed by the idea that they "should've done more to save them."

Outlines the importance of early children's language development. It highlights the importance of the four main components to early language development: Phonology, Semantics, Grammar and Pragmatics. This article shows the critical period of first 5 years in development as this is the time that baby's nerve connections are being made and those for speech/communication need to be built early on so that they're inherent to learning.

In the last half century, much effort has been placed into teaching animals, primarily apes, a basic language. However, successes have been limited: animals using signs to obtain things in which they were interested, for instance. But no animal has yet acquired the linguistic capability that children have already in their third year of life. Here are some things that differentiate humans from animals: 1. The fact that animals don't ask "why?" shows they don't aspire to knowledge and are incapable of justification. 2. The inability of animals to use negation shows they lack basic logical abilities. 3. Another essential characteristic of human language is its normativity-namely, the fact that there are right and wrong uses of a word or phrase. Animals lack this capacity.

If you're looking for the species that most closely matches our linguistic prowess, surprisingly, you won't find it in the apes, the primates, or even in the mammals. You have to travel to a far more distant relative, all the way to a family of birds known as the songbirds. The vocal life of a songbird is similar to ours in many ways. They learn songs by imitating their elders. Like human speech, these songs are passed down from one generation to the next. Songbirds are also best equipped to learn songs in their youth, and they have to practice to develop their ability. They can improvise and string together riffs into new songs, and over generations these modified songs can turn into new dialects. And like us, they come hard-wired with 'speech-centers' in their brain that are dedicated to language processing. An experiment from 2009 by Fehér and colleagues took newly hatched songbirds of the zebra finch species and raised them in sound proof chambers. They did this during their critical period of language development. Surprisingly, this culturally isolated generation of birds began to develop their own songs. These songs were less musical than your typical songbird song - they had irregular rhythms, they would stutter their notes, and the notes would sound more noisy. But the researchers were curious where this would lead. They listened to the songs of the next few generations of pupils, the offspring of these children of silence. What they found was quite amazing. In just two generations, the songs started to change in unexpected ways - they were becoming more musical. In fact, they started to converge upon the song of the wild songbirds, even though none of these birds had ever heard the wild songs. The Feher study suggests, but does not prove, that songbirds must have an innate understanding of the structures of their language. In other words, they seem to have a built-in intuition about grammar. Over time, they may be using these intuitions to develo

This article discusses how languages in Native American communities are near being on the verge of being endangered. This article specifically mentions the Cherokee language. The cause of language disappearance is due to the government and their policies throughout history. For example, children would be beaten if they spoke their native language. The United States have went out of their way to destroy culture as a way to get rid of Native Americans. The Biden administration may have put out a draft of a 10 year plan to restore Native languages.

This article talks about general language disorders, how to detect impairments, options for treatment, and much more. More specifically, one portion of the article focuses on receptive versus expressive forms of language, and the characteristics that fall beneath each of these categories. Lastly, the article addresses how parents can help their child succeed from a young age.

This article reminded me of the Ted Talk we watched in class. It's interesting how a "language nest" works and how parents get paid to learn and speak Ojibwe with their children. I'm curious how language revitalization will evolve in the future.

This article talks about the advantages that being bilingual has on children in terms of brain development. It talks about how learning two languages while growing up can positively impact a child's brain development.

Artificial intelligence can make adults nervous, but experts say exploring it as a family is the best way to understand its pros and cons. It's important to understand how a chatbot works, employing a "neural network": a mathematical system that learns skills by analyzing large amounts of data. The chatbot works by scraping the internet for digital text or images. It gathers information from a variety of places, including websites, social media platforms and databases, but it does not necessarily choose the most reliable sources. In other words, even though chatbots may appear authoritative, rigorous and trustworthy, they are not always reliable and can produce content that is offensive, racist, biased, outdated, incorrect or simply inappropriate.

Nick Perham, a psychology researcher who conducted a major study on music and reading comprehension, gives a summary of music's effect on productivity. Whether it is beneficial or not is dependent on task and the timing of the music.While recent research has found that music can have beneficial effects on creativity, with other areas of performance, the impact of background music is more complicated. Performance is poorer when a task is undertaken in the presence of background sound (irrelevant sound that you are ignoring), in comparison to quiet: this is known as the irrelevant sound effect. The irrelevant sound effect phenomenon arises from attempting to process two sources of ordered information at the same time - one from the task and one from the sound. Unfortunately, only the former is required to successfully perform the serial recall task, and the effort expended in ensuring that irrelevant order information from the sound is not processed actually impedes this ability. A similar conflict is also seen when reading while in the presence of lyrical music. In this situation, the two sources of words - from the task and the sound - are in conflict. The subsequent cost is poorer performance of the task in the presence of music with lyrics. It doesn't matter whether one likes the music or not--performance was equally poor. Whether having music playing in the background helps or hinders performance depends on the task and on the type of music, and only understanding this relationship will help people maximise their productivity levels. If the task requires creativity or some element of mental rotation, then listening to music one likes can increase performance. In contrast, if the task requires one to rehearse information, then quiet is best, or, in the case of reading comprehension, quiet or instrumental music. One promising area of the impact of music on cognitive abilities stems from actually learning to play a musical instrument. Studies show that child

This seminal paper by Dr. Jean Berko Gleason introduces the Wug Test, a unique way to study childhood language acquisition by asking young children to pluralize nonsense words, put them past tense, and more.

This article discusses the impact of special communication apps for children with Autism Spectrum Disorder and how they help non-verbal students communicate with the teachers and classmates.

This article writes about the variation in speech rate. Some languages tend to have more syllables per a second. For example, French, Japanese, and Spanish speakers tend to have speak more syllables per a second (almost 8/s) than German, Vietnamese, or Mandarin speakers (roughly 5/s). Although stereotypes exist relating to speech rate, there is no connection between intelligence and speech rate. One significant and consistent variable in speech rate is age. Children speak slowly, then speed up until their 40s, then slow down again in their 50s and 60s.

This source talks about different experiments done on toddlers who were bilingual and not. The underlying findings: - Being bilingual doesn't confuse children, they are able to understand that the languages are separate. - Being bilingual actually has longterm effects (especially with cognitive development).