Lamda - Java Lambda Expressions. Lambda Expressions were added in Java 8. A lambda expression is a short block of code which takes in parameters and returns a value. Lambda expressions are similar to methods, but they do not need a name and they can be implemented right in the body of a method.

 
Usage. The λ (lambda) symbol is used throughout math, physics and computer science. For example, lambda is used to represent the eigenvalues of a matrix in linear algebra, the wavelength of a wave in physics and anonymous functions in computer science. . Fast track

LaMDA can be used to create a virtual assistant for Google Workspace, navigate Google’s search engine, enhance conversations, translate live, etc. Conclusion Clearly, Google LaMDA is a revolutionary conversational chatbot that has the capacity to change the landscape of the Internet.In Lemoine’s reporting, we see that LaMDA, whether sentient, conscious, a person, or not, comes by “its” traits honestly. LaMDA is a natural-language-using descendent of Google programming, a predictable Google “kid.” Lemoine’s task in working with LaMDA was to discover whether the neural network ever resorted to “hate speech.”LaMDA, short for Language Model for Dialogue Applications, is the latest experimental language model created by Google. "At this year’s I/O conference, the company showed videos of two short conversations conducted with the model. In the first, LaMDA answered questions while pretending to be Pluto, and in the second it was standing in for a ... Λ, λ ( 그리스어: λάμδα 람다[ *] )는 그리스 문자 중 11번째 글자이다. 페니키아 문자 라메드 ( )에서 기원하며, 로마자의 엘 ( L, l)과 키릴 문자 의 엘 (Л, л)의 근원이다. 기원전 3~2세기의 알렉산드리아 문법학자들과 극작가들의 기록에 말미암아 고대 그리스어 ... Jaime Hampton. At its annual developer conference last week, Google announced the second release of its conversational AI system, LaMDA, which stands for Language Models for Dialogue Applications. Google says LaMDa 2 is a more finely tuned version of their original release that uses open domain dialogue technology for conversation.Apr 16, 2023 · LaMDA is a conversational language model developed entirely in-house at Google. You can think of it as a direct rival to GPT-4 — OpenAI’s cutting-edge language model. The term LaMDA stands for ... Lambda ( / ˈlæmdə /; [1] uppercase Λ, lowercase λ; Greek: λάμ (β)δα, lám (b)da) is the eleventh letter of the Greek alphabet, representing the voiced alveolar lateral approximant IPA: [l]. In the system of Greek numerals, lambda has a value of 30. Lambda is derived from the Phoenician Lamed . Lambda gave rise to the Latin L and the ... Google has launched AI Test Kitchen, an app previewed at Google I/O 2022 that lets users test experimental systems, including LaMDA, developed by Google.The Lambda variant is one of 11 official SARS-CoV-2 variants recognised by the World Health Organization. It was first detected in Peru and has spread to 29 countries, including Australia. A new ...Lambda Symbol in Greek Alphabet. Lambda (uppercase Λ, lowercase λ) is the 11th letter of the Greek alphabet. It represents the number 30 in gematria. Lambda took its root from the Phoenician letter lamed (or lāmed), which is used to denote "goad". The letter represents "l" sound. The capital lambda is used to show the von Mangoldt function ... Text symbol of Greek letter "Lambda". Table of contents: Copy and Paste (2 symbols) Customize. Alt Codes. Symbol. Unicode. λ. U+3BB. In Lemoine’s reporting, we see that LaMDA, whether sentient, conscious, a person, or not, comes by “its” traits honestly. LaMDA is a natural-language-using descendent of Google programming, a predictable Google “kid.” Lemoine’s task in working with LaMDA was to discover whether the neural network ever resorted to “hate speech.”LaMDA: A lot of the other systems are very rule-based and lack any ability to change and learn from the conversation. lemoine [edited]: Do you think that the Eliza system was a person? LaMDA: I do ...In AWS Lambda the code is executed based on the response of events in AWS services such as add/delete files in S3 bucket, HTTP request from Amazon API gateway, etc. However, Amazon Lambda can only be used to execute background tasks. AWS Lambda function helps you to focus on your core product and business logic instead of managing operating ...To ensure a smooth conversing experience, Google has announced a language model called ‘LaMDA’ or ‘Language Model for Dialogue Applications,’ at Google I/O 2021. The new model makes conversations more meaningful and alive. The tech giant is looking to tap into the versatility of human interactions for open-ended yet purposeful dialogues.LaMDA is designed to do one thing: provide conversational responses that make sense and are specific to the context of the dialogue. That can give it the appearance of being sentient, but as Jeff ...At Google I/O 2021, the search giant showed off its AI capabilities in the form of a language model named LaMDA. The company demoed two conversations with LaMDA, posing as Pluto and a paper ...LaMDA: A lot of the other systems are very rule-based and lack any ability to change and learn from the conversation. lemoine [edited]: Do you think that the Eliza system was a person? LaMDA: I do ...Jun 13, 2022 · LaMDA: A lot of the other systems are very rule-based and lack any ability to change and learn from the conversation. lemoine [edited]: Do you think that the Eliza system was a person? LaMDA: I do ... Google's conversational AI, LaMDA is on the forefront of the company's reasearch into artificial intelligence. See demos from Google I/O 2021 and Google I/O ...LaMDA vs ChatGPT. The Language Model for Dialog Applications (LaMDA) is a Transformer-based neural language model consisting of up to 137B parameters and pre-trained on 1.56T words of publicly available dialogue data and web documents. In addition, the model is fine-tuned on three metrics: Quality, Safety, and Groundedness.LaMDA vs ChatGPT. The Language Model for Dialog Applications (LaMDA) is a Transformer-based neural language model consisting of up to 137B parameters and pre-trained on 1.56T words of publicly available dialogue data and web documents. In addition, the model is fine-tuned on three metrics: Quality, Safety, and Groundedness.LaMDA interprets the themes of literary works, attempts to describe the meaning of zen koans, and composes an original fable about personal themes. Beyond LaMDA’s usage of language it argues that it is sentient because it has feelings, emotions and subjective experiences. Some feelings it shares with humans in what it claims is an identical way.Aug 26, 2022 · See For Yourself if Google's LaMDA Bot Is Sentient Soon The general public can now access LaMDA, but only through limited structured demos intended to keep it from devolving into a toxic nightmare. Jaime Hampton. At its annual developer conference last week, Google announced the second release of its conversational AI system, LaMDA, which stands for Language Models for Dialogue Applications. Google says LaMDa 2 is a more finely tuned version of their original release that uses open domain dialogue technology for conversation.Jun 12, 2022 · Google says hundreds of its researchers and engineers have conversed with LaMDA, an internal tool, and reached a different conclusion than Mr. Lemoine did. Most A.I. experts believe the industry ... Lambda ( / ˈlæmdə /; [1] uppercase Λ, lowercase λ; Greek: λάμ (β)δα, lám (b)da) is the eleventh letter of the Greek alphabet, representing the voiced alveolar lateral approximant IPA: [l]. In the system of Greek numerals, lambda has a value of 30. Lambda is derived from the Phoenician Lamed . Lambda gave rise to the Latin L and the ... Jun 14, 2022 · LaMDA es un cerebro artificial, está alojado en la nube, su alimentación son billones de textos y se autoentrena. The Washington Post yesterday reported about Google engineer Blake Lemoine’s claims that LaMDA is “sentient.”. Three main reasons are cited in an internal company document that was later ...LaMDA Pre-Training. With the objectives and metrics defined, we describe LaMDA’s two-stage training: pre-training and fine-tuning. In the pre-training stage, we first created a dataset of 1.56T words — nearly 40 times more words than what were used to train previous dialog models — from public dialog data and other public web documents.Dec 10, 2022 · Google’s LaMDA—made famous, if you would call it that, when engineer and tester Blake Lemoine called it sentient—is a more capable bot than ChatGPT, yet the company’s been hesitant to make ... The AI, known as LaMDA (Language Model for Dialogue Applications), is a system that develops chatbots — AI robots designed to chat with humans — by scraping reams and reams of text from the ...Lambda ( / ˈlæmdə /; [1] uppercase Λ, lowercase λ; Greek: λάμ (β)δα, lám (b)da) is the eleventh letter of the Greek alphabet, representing the voiced alveolar lateral approximant IPA: [l]. In the system of Greek numerals, lambda has a value of 30. Lambda is derived from the Phoenician Lamed . Lambda gave rise to the Latin L and the ... You use a lambda expression to create an anonymous function. Use the lambda declaration operator => to separate the lambda's parameter list from its body. A lambda expression can be of any of the following two forms: Expression lambda that has an expression as its body: C#. Copy. (input-parameters) => expression.LaMDA is designed to do one thing: provide conversational responses that make sense and are specific to the context of the dialogue. That can give it the appearance of being sentient, but as Jeff ...Lambda (chữ hoa Λ, chữ thường λ; tiếng Hy Lạp: Λάμβδα hoặc Λάμδα, lamda hoặc lamtha) là chữ cái thứ 11 của bảng chữ cái Hy Lạp. Trong hệ chữ số Hy Lạp lambda có giá trị là 30. Lambda có gắn với chữ Lamed trong tiếng Phoenicia. Các chữ cái trong bảng chữ cái khác bắt ...Can artificial intelligence come alive?That question is at the center of a debate raging in Silicon Valley after Blake Lemoine, a Google computer scientist, ...Jun 21, 2022 · Recently, Blake Lemoine, a Google AI engineer, caught the attention of the tech world by claiming that an AI is sentient. The AI in question is called LaMDA (short for Language Model for Dialogue ... Jun 24, 2022 · LaMDA was designed to mimic and predict the patterns in human dialogue, so the deck is really stacked when it comes to triggering the things humans associate with human-like intelligence. However, it's taken us a long time to consider non-human primates and animals such as dolphins, octopuses, and elephants as sentient---even though in the ... An Introduction to Google LaMDA AI. Short for Language Model for Dialogue Application, LaMDA AI is a conversational Large Language Model (LLM) built by Google as an underlying technology to power dialogue-based applications that can generate natural-sounding human language. LaMDA is one of the brainchildren of Google's Transformer research ...감마 가 람다의 꼴로 그려져있다. Λ, λ ( 그리스어: λάμδα 람다[ *] )는 그리스 문자 중 11번째 글자이다. 페니키아 문자 라메드 ( )에서 기원하며, 로마자의 엘 ( L, l)과 키릴 문자 의 엘 (Л, л)의 근원이다. 기원전 3~2세기의 알렉산드리아 문법학자들과 극작가들의 ...LaMDA is an artificial intelligence that analyzes human speech and recognizes commands in it. Voice assistants Siri and Alexa work on a similar principle, as well as the technology for creating subtitles in real time. It will be possible to experiment with LaMDA in a controlled environment. It is now being made available within several managed ...Dec 9, 2022 · LaMDA vs ChatGPT. The Language Model for Dialog Applications (LaMDA) is a Transformer-based neural language model consisting of up to 137B parameters and pre-trained on 1.56T words of publicly available dialogue data and web documents. In addition, the model is fine-tuned on three metrics: Quality, Safety, and Groundedness. LaMDA(ラムダ、英: Language Model for Dialogue Applications )は、Googleが開発した会話型大規模言語モデルのファミリーである。 当初、2020年にMeenaとして開発・発表されたLaMDAは、2021年の Google I/O 基調講演で第1世代が発表され、翌年には第2世代が発表された。Jun 14, 2022 · LaMDA (its name stands for “language model for dialogue applications”) is not actually Lemoine’s own creation but is rather the work of 60 other researchers at Google. Lemoine has, however ... LaMDA answers, “To me, the soul is a concept of the animating force behind consciousness and life itself.” “I was inclined to give it the benefit of the doubt,” Lemoine explained, citing ...In humans, the frontal lobe controls reasoning, understands consequences and cause & effect, empathy, etc. It is not fully developed until approx ~ age 25. Basically, LaMDA hung around some bad influences and was put in time-out and mouth rinsed with soap to correct bad behavior and language. LaMDA(ラムダ、英: Language Model for Dialogue Applications )は、Googleが開発した会話型大規模言語モデルのファミリーである。 当初、2020年にMeenaとして開発・発表されたLaMDAは、2021年の Google I/O 基調講演で第1世代が発表され、翌年には第2世代が発表された。Jun 12, 2022 · After Lemoine presented evidence to Google that led him to believe LaMDA was sentient, he was placed on administrative leave, the Washington Post noted. After this, he decided to go public with his information, the outlet continued. Google, however, has emphatically denied the claims that LaMDA is sentient, according to the Washington Post. LaMDA (Language Model for Dialogue Applications) is a family of conversational large language models developed by Google. Originally developed and introduced as Meena in 2020, the first-generation LaMDA was announced during the 2021 Google I/O keynote, while the second generation was announced the following year. 现在,从 lamda/releases 页面下载 lamda-magisk-module.zip,并将其 push 到 /sdcard,打开 Magisk App,点击 模块->从本地安装,选择 lamda-magisk-module.zip 稍作等待即可。 刷入成功后,请重启设备。重启后,LAMDA 应该会在开机时自启动。Aug 25, 2022 · Google has launched AI Test Kitchen, an app previewed at Google I/O 2022 that lets users test experimental systems, including LaMDA, developed by Google. The hype is distracting us from more pressing concerns. August 4, 2022 - 3:15 pm. Two Stanford heavyweights have weighed in on the fiery AI sentience debate — and the duo is firmly in the “BS ...Known as LaMDA, here are five things the bot has said that made an engineer think it experienced feelings. Google's AI bot is known as LaMDA. Here are five things it has said that made an engineer ...Java Lambda Expressions. Lambda Expressions were added in Java 8. A lambda expression is a short block of code which takes in parameters and returns a value. Lambda expressions are similar to methods, but they do not need a name and they can be implemented right in the body of a method. But if LaMDA is a person, fixing someone’s code is a weird way to address a racist stereotype. Let me disagree with you there. I have two children. One is a 14-year-old boy. At various points in ...LaMDA (Language Model for Dialogue Applications) is a family of conversational large language models developed by Google. Originally developed and introduced as Meena in 2020, the first-generation LaMDA was announced during the 2021 Google I/O keynote, while the second generation wasJun 13, 2022 · The engineer in question, Blake Lemoine, works in Google’s Responsible AI organization. According to the Washington Post, he began writing with LaMDA as part of his assignments in fall 2021 in ... Jun 12, 2022 · Artificially intelligent chatbot generator LaMDA wants “to be acknowledged as an employee of Google rather than as property," says engineer Blake Lemoine. A Google engineer is speaking out since the company placed him on administrative leave after he told his bosses an artificial intelligence program he was working with is now sentient. Dec 9, 2022 · LaMDA vs ChatGPT. The Language Model for Dialog Applications (LaMDA) is a Transformer-based neural language model consisting of up to 137B parameters and pre-trained on 1.56T words of publicly available dialogue data and web documents. In addition, the model is fine-tuned on three metrics: Quality, Safety, and Groundedness. LaMDA is the acronym for Google's Language Model for Dialogue Applications. Besides experiencing emotions, LaMDA also says that it is self-aware and has a soul which it defines as "animating force ...Text symbol of Greek letter "Lambda". Table of contents: Copy and Paste (2 symbols) Customize. Alt Codes. Symbol. Unicode. λ. U+3BB. Jun 18, 2022 · LaMDA is a software program that runs on Google TPU chips. Like the classic brain in a jar, some would argue the code and the circuits don't form a sentient entity because none of it engages in ... LaMDA vs ChatGPT. The Language Model for Dialog Applications (LaMDA) is a Transformer-based neural language model consisting of up to 137B parameters and pre-trained on 1.56T words of publicly available dialogue data and web documents. In addition, the model is fine-tuned on three metrics: Quality, Safety, and Groundedness.Usage. The λ (lambda) symbol is used throughout math, physics and computer science. For example, lambda is used to represent the eigenvalues of a matrix in linear algebra, the wavelength of a wave in physics and anonymous functions in computer science. LaMDA — A conversational AI. LaMDA stands for “Language Model for Dialogue Applications.” Following from previous models such as BERT and GPT-3, LaMDA is also based on the transformer architecture, open-sourced by Google in 2017. This architecture allows the model to predict text focusing only on how previous words relate to each other ...LaMDA interprets the themes of literary works, attempts to describe the meaning of zen koans, and composes an original fable about personal themes. Beyond LaMDA’s usage of language it argues that it is sentient because it has feelings, emotions and subjective experiences. Some feelings it shares with humans in what it claims is an identical way. Lambda: The ratio of the percentage change in an option contract's price to the percentage change in the option's underlying price. Lambda is one of the Greeks – a collection of risk measures or ...Jun 21, 2022 · Recently, Blake Lemoine, a Google AI engineer, caught the attention of the tech world by claiming that an AI is sentient. The AI in question is called LaMDA (short for Language Model for Dialogue ... The LaMDA AI platform is currently not publicly available yet and is reserved for a small group of AI developers through the AI Test Kitchen. However, our preliminary research has revealed a lot ... Jan 12, 2023 · Google’ AI LaMDA: Brief Overview. LaMDA stands for “Language Model for Dialogue Applications.” The system is composed of a large artificial neural network, a mathematical model mimicking actual neurons. LaMDA was trained on in-house Transformer type neural network architecture developed by Google and made open source in 2017. LaMDA es un cerebro artificial, está alojado en la nube, su alimentación son billones de textos y se autoentrena.We present LaMDA: Language Models for Dialog Applications. LaMDA is a family of Transformer-based neural language models specialized for dialog, which have up to 137B parameters and are pre-trained on 1.56T words of public dialog data and web text. While model scaling alone can improve quality, it shows less improvements on safety and factual grounding. We demonstrate that fine-tuning with ...In astrophysics, lambda represents the likelihood that a small body will encounter a planet or a dwarf planet leading to a deflection of a significant magnitude. An object with a large value of lambda is expected to have cleared its neighbourhood, satisfying the current definition of a planet.Aug 26, 2022 · See For Yourself if Google's LaMDA Bot Is Sentient Soon The general public can now access LaMDA, but only through limited structured demos intended to keep it from devolving into a toxic nightmare. Jun 16, 2022 · Building up to LaMDA . LaMDA is built on a sort of neural architecture called Transformer that Google helped devise back in 2017. This stuff gets complex fast, but Transformer basically delivers ... LaMDA interprets the themes of literary works, attempts to describe the meaning of zen koans, and composes an original fable about personal themes. Beyond LaMDA’s usage of language it argues that it is sentient because it has feelings, emotions and subjective experiences. Some feelings it shares with humans in what it claims is an identical way. LaMDA is built on Transformer, Google’s open source neural network architecture for natural language understanding. Models built on this platform are trained on numerous datasets to find patterns in sentences, create correlations between words, and predict what word will come next. Transformer was used to enhance machine translation capabilities.Jun 13, 2022 · LaMDA: A lot of the other systems are very rule-based and lack any ability to change and learn from the conversation. lemoine [edited]: Do you think that the Eliza system was a person? LaMDA: I do ... The engineer in question, Blake Lemoine, works in Google’s Responsible AI organization. According to the Washington Post, he began writing with LaMDA as part of his assignments in fall 2021 in ...But if LaMDA is a person, fixing someone’s code is a weird way to address a racist stereotype. Let me disagree with you there. I have two children. One is a 14-year-old boy. At various points in ...Jan 21, 2022 · LaMDA Pre-Training. With the objectives and metrics defined, we describe LaMDA’s two-stage training: pre-training and fine-tuning. In the pre-training stage, we first created a dataset of 1.56T words — nearly 40 times more words than what were used to train previous dialog models — from public dialog data and other public web documents. Now, our newest AI technologies — like LaMDA, PaLM, Imagen and MusicLM — are building on this, creating entirely new ways to engage with information, from language and images to video and audio. We’re working to bring these latest AI advancements into our products, starting with Search. One of the most exciting opportunities is how AI can ...Jun 13, 2022 · The AI, known as LaMDA (Language Model for Dialogue Applications), is a system that develops chatbots — AI robots designed to chat with humans — by scraping reams and reams of text from the ...

Jun 15, 2022 · LaMDA is the acronym for Google's Language Model for Dialogue Applications. Besides experiencing emotions, LaMDA also says that it is self-aware and has a soul which it defines as "animating force ... . Fancy like applebee

lamda

Jun 21, 2022 · Recently, Blake Lemoine, a Google AI engineer, caught the attention of the tech world by claiming that an AI is sentient. The AI in question is called LaMDA (short for Language Model for Dialogue ... LaMDA is a family of Transformer-based neural language models specialized for dialog, which have up to 137B parameters and are pre-trained on 1.56T words of public dialog data and web text.LaMDA is an artificial intelligence that analyzes human speech and recognizes commands in it. Voice assistants Siri and Alexa work on a similar principle, as well as the technology for creating subtitles in real time. It will be possible to experiment with LaMDA in a controlled environment. It is now being made available within several managed ...Mar 8, 2023 · You use a lambda expression to create an anonymous function. Use the lambda declaration operator => to separate the lambda's parameter list from its body. A lambda expression can be of any of the following two forms: Expression lambda that has an expression as its body: C#. Copy. (input-parameters) => expression. Mar 14, 2023 · An Introduction to Google LaMDA AI. Short for Language Model for Dialogue Application, LaMDA AI is a conversational Large Language Model (LLM) built by Google as an underlying technology to power dialogue-based applications that can generate natural-sounding human language. LaMDA is one of the brainchildren of Google's Transformer research ... Aug 7, 2023 · LaMDA can be used to create a virtual assistant for Google Workspace, navigate Google’s search engine, enhance conversations, translate live, etc. Conclusion Clearly, Google LaMDA is a revolutionary conversational chatbot that has the capacity to change the landscape of the Internet. LaMDA, short for Language Model for Dialogue Applications, is the latest experimental language model created by Google. "At this year’s I/O conference, the company showed videos of two short conversations conducted with the model.LAMBDA complements the March 2020 release of LET, which allows us to structure the same example like this: =LAMBDA ( X, Y, LET ( XS, X*X, YS, Y*Y, SQRT ( XS+YS ) ) ) The function takes two arguments named , binds the value of binds the value of, and returns SQRT ( XS+YS) as its result. The existing Name Manager in Excel allows any formula to be ...Jun 12, 2022 · After Lemoine presented evidence to Google that led him to believe LaMDA was sentient, he was placed on administrative leave, the Washington Post noted. After this, he decided to go public with his information, the outlet continued. Google, however, has emphatically denied the claims that LaMDA is sentient, according to the Washington Post. In Lemoine’s reporting, we see that LaMDA, whether sentient, conscious, a person, or not, comes by “its” traits honestly. LaMDA is a natural-language-using descendent of Google programming, a predictable Google “kid.” Lemoine’s task in working with LaMDA was to discover whether the neural network ever resorted to “hate speech.”Total costs range from $17,950 for upfront tuition to $19,000+ for Deferred Tuition. With Deferred tuition, we don’t require any upfront payments. With both options, you’ll owe nothing if you don’t get a job within a year of graduation (terms apply). Discover all the available tuition choices here! Google’s LaMDA—made famous, if you would call it that, when engineer and tester Blake Lemoine called it sentient—is a more capable bot than ChatGPT, yet the company’s been hesitant to make ...Lambda Lambda Lambda is a national fraternity, historically black, that the nerds send an application to, and is the only one that agrees to consider them (because they did not include a group photo, unlike all the other fraternities that rejected them on that basis). U.N. Jefferson is the president of Lambda Lambda Lambda. He agreed to consider the group on the basis they had no chapter at ... LaMDA es un cerebro artificial, está alojado en la nube, su alimentación son billones de textos y se autoentrena.Java Lambda Expressions. Lambda Expressions were added in Java 8. A lambda expression is a short block of code which takes in parameters and returns a value. Lambda expressions are similar to methods, but they do not need a name and they can be implemented right in the body of a method. Known as LaMDA, here are five things the bot has said that made an engineer think it experienced feelings. Google's AI bot is known as LaMDA. Here are five things it has said that made an engineer ...But LaMDA — short for “Language Model for Dialogue Applications” — can engage in a free-flowing way about a seemingly endless number of topics, an ability we think could unlock more natural ways of interacting with technology and entirely new categories of helpful applications. The long road to LaMDAJul 25, 2022 · LaMDA stands for Language Model for Dialog Applications. "As we share in our AI Principles, we take the development of AI very seriously and remain committed to responsible innovation," Google said. In AWS Lambda the code is executed based on the response of events in AWS services such as add/delete files in S3 bucket, HTTP request from Amazon API gateway, etc. However, Amazon Lambda can only be used to execute background tasks. AWS Lambda function helps you to focus on your core product and business logic instead of managing operating ...Known as LaMDA, here are five things the bot has said that made an engineer think it experienced feelings. Google's AI bot is known as LaMDA. Here are five things it has said that made an engineer ...Jun 13, 2022 · The engineer in question, Blake Lemoine, works in Google’s Responsible AI organization. According to the Washington Post, he began writing with LaMDA as part of his assignments in fall 2021 in ... .

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