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null | closed_qa | What are artificial neural networks? | Artificial neural networks (ANNs), usually simply called neural networks (NNs) or neural nets, are computing systems inspired by the biological neural networks that constitute animal brains. An ANN is based on a collection of connected units or nodes called artificial neurons, which loosely model the neurons in a biological brain. Each connection, like the synapses in a biological brain, can transmit a signal to other neurons. An artificial neuron receives signals then processes them and can signal neurons connected to it. The "signal" at a connection is a real number, and the output of each neuron is computed by some non-linear function of the sum of its inputs. The connections are called edges. Neurons and edges typically have a weight that adjusts as learning proceeds. The weight increases or decreases the strength of the signal at a connection. Neurons may have a threshold such that a signal is sent only if the aggregate signal crosses that threshold.
utomatically generate identifying characteristics from the examples that they process.Typically, neurons are aggregated into layers. Different layers may perform different transformations on their inputs. Signals travel from the first layer (the input layer), to the last layer (the output layer), possibly after traversing the layers multiple times. | Neural networks are computer systems inspired by the biological neural networks that constitute animal brains | null | null | null | 2900 |
null | open_qa | Why is an umbrella useful? | The top of an umbrella is made with waterproof material attached to a long handle so that it extends over the head and protects its owner from rain. The material folds down so that it can be easily carried when not needed. Often, the handle also collapses so that the umbrella becomes small enough to fit into a bag. | null | null | null | 2901 |
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null | closed_qa | Who wrote Ready Player One? | Ready Player One is a 2011 science fiction novel, and the debut novel of American author Ernest Cline. The story, set in a dystopia in 2045, follows protagonist Wade Watts on his search for an Easter egg in a worldwide virtual reality game, the discovery of which would lead him to inherit the game creator's fortune. Cline sold the rights to publish the novel in June 2010, in a bidding war to the Crown Publishing Group (a division of Random House). The book was published on August 16, 2011. An audiobook was released the same day; it was narrated by Wil Wheaton, who was mentioned briefly in one of the chapters.Ch. 20 In 2012, the book received an Alex Award from the Young Adult Library Services Association division of the American Library Association and won the 2011 Prometheus Award. | Ready Player One is a 2011 science fiction novel written by American author Ernest Cline. | null | null | null | 2902 |
null | classification | Tell me which of the following are breeds or types of cats: Maine Coon, corgi, golden retriever, Siamese, domestic short hair, Chihuahua, Samoyed, Sphynx, tabby | Maine Coon, Siamese, domestic short hair, Sphynx, tabby | null | null | null | 2903 |
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null | summarization | What is CAP theorem in computer science? | In theoretical computer science, the CAP theorem, also named Brewer's theorem after computer scientist Eric Brewer, states that any distributed data store can provide only two of the following three guarantees:
Consistency
Every read receives the most recent write or an error.
Availability
Every request receives a (non-error) response, without the guarantee that it contains the most recent write.
Partition tolerance
The system continues to operate despite an arbitrary number of messages being dropped (or delayed) by the network between nodes.
When a network partition failure happens, it must be decided whether to do one of the following:
cancel the operation and thus decrease the availability but ensure consistency
proceed with the operation and thus provide availability but risk inconsistency.
Thus, if there is a network partition, one has to choose between consistency or availability. Note that consistency as defined in the CAP theorem is quite different from the consistency guaranteed in ACID database transactions.
Eric Brewer argues that the often-used "two out of three" concept can be somewhat misleading because system designers need only to sacrifice consistency or availability in the presence of partitions, but that in many systems partitions are rare. | The CAP theorem, also named Brewer's theorem, states that distributed data stores can provide only two of three guarantees: consistency, availability, and partition tolerance. When a network partition fails, it must be decided whether to cancel the operation or proceed with the operation. Eric Brewer argues that the "two out of three" concept can be misleading. | null | null | null | 2904 |
null | brainstorming | What are the three best commuter trains in California? | 1. Capital Corridor (it connects multiple large metro areas and is very comfortable)
2. Caltrain (helps many commuters get to work along the San Francisco peninsula)
3. Coaster (for around $5, passengers get a beautiful view of the Pacific Ocean) | null | null | null | 2905 |
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null | classification | Identify which instrument is string or woodwind: Clavinet, Ocarina | Ocarina is woodwind, Clavinet is string. | null | null | null | 2906 |
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null | classification | Tell me whether these people are chess Grandmasters or professional boxers: Nikolai Krogius, Evgeny Gleizerov, Dmitry Bivol, Nikolai Valuev, and Alexander Alekhine. | Nikolai Krogius, Evgeny Gleizerov and Alexander Alekhine are chess Grandmasters. Instead, Dmitry Bivol and Nikolai Valuev are professional boxers. | null | null | null | 2907 |
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null | brainstorming | What should I expect from modern Data and AI Platform? | Improved Business Outcomes
Single repository for traditional and alternative data sources results in quick and easy to locate data and visualize data.
User friendly interface for SQL, Python, R, Java, and Scala users for data cleaning, data enrichment and feature engineering.
Easy to collaborate in data & AI lifecycle with data preparation, model development, model validation, model implementation, model execution, and model performance monitoring in a single platform.
Optimized and Well Governed Processes
Simple governance and security with one place to define controls on data tables/files, data pipelines, models and dashboards.
Simplifies business and IT processes with a single platform to achieve all required use cases.
Time-to-Market and ROI
High-performance computing results in faster data preparation, analytics and AI.
Well integrated platform with automations significantly reduces model calibration to decisioning.
Higher return on investment with improved business efficiency, and lower operational cost.
Competitive Imperative
Outcompete competitors by providing advanced models that can help financial institutions increase revenue.
Provide digital experience to your customer. | null | null | null | 2908 |
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null | information_extraction | List the name of the games in Prince of Persia series along with their publication year. List the results in comma separated format. | Prince of Persia is a video game franchise created by Jordan Mechner. It is built around a series of action-adventure games focused on various incarnations of the eponymous Prince, set in ancient and medieval Persia.
The first two games in the series, Prince of Persia (1989) and Prince of Persia 2: The Shadow and the Flame (1993), were published by Broderbund. Prince of Persia 3D (1999), named for being the first installment to use 3D computer graphics, was developed by Red Orb Entertainment and published by The Learning Company on PC; The Dreamcast version was developed by Avalanche Software and published by Mattel Interactive. Ubisoft bought the rights to the franchise in 2001 and rebooted it with Prince of Persia: The Sands of Time (2003). Ubisoft has since developed and published four additional entries in the series: Prince of Persia: Warrior Within (2004), Prince of Persia: The Two Thrones (2006), Prince of Persia (2008), and Prince of Persia: The Forgotten Sands (2010), as well as a number of spin-offs and games for mobile devices.
Outside of the games, the franchise also includes a film adaptation based on The Sands of Time, written in part by Mechner, and released by Walt Disney Pictures in 2010; a graphic novel; and the Lego Prince of Persia toyline. Ubisoft's Assassin's Creed franchise is considered to be the spiritual successor to the series. | Prince of Persia (1989), Prince of Persia 2: The Shadow and the Flame (1993), Prince of Persia 3D (1999), Prince of Persia: The Sands of Time (2003), Prince of Persia: Warrior Within (2004), Prince of Persia: The Two Thrones (2006), Prince of Persia (2008), Prince of Persia: The Forgotten Sands (2010) | null | null | null | 2909 |
null | brainstorming | What are options for materials to build a house? | Depending on your geographic location, different materials will be available to you. Typical construction materials include brick, cement, concrete, gravel, steel and lumber. In the United States, it is very common to see houses built with lumber since this material is readily available, however in other regions in the world such as Europe and Latin America, it is very common to see use of brick, concrete and steel for a typical house. | null | null | null | 2910 |
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null | information_extraction | List all the school districts in the following paragraph in a bullet list. | The City of Drew is served by the Sunflower County Consolidated School District. Elementary school students attend A. W. James Elementary School in Drew and middle school students attend Drew Hunter Middle School in Drew. High school students attend Thomas E. Edwards, Sr. High School (formerly Ruleville Central High School) in Ruleville.
Residents were previously zoned to the Drew School District. Children attended A.W. James Elementary School and Drew Hunter High School in Drew. Prior to the 2010-2011 school year the Drew School District secondary schools were Hunter Middle School and Drew High School. As of July 1, 2012, the Drew School District was consolidated with the Sunflower County School District. Drew Hunter's high school division closed as of that date, with high school students rezoned to Ruleville Central High School.
Mississippi Delta Community College has the Drew Center in Drew. Sunflower County Library System operates the Drew Public Library in Drew. | Sure, that paragraph references these school districts:
- Sunflower County Consolidated School District
- Drew School District
- Sunflower County School District
Note that "Sunflower County School District" may be a duplicate of "Sunflower County Consolidated School District", but it is unclear from the context of this paragraph | null | null | null | 2911 |
null | information_extraction | Summarize the argument and tell me who won | There was a dispute between Crosby and the sponsor over what theme tune should be used. Woodbury Soap and its agency, Lennon & Mitchell, considered that the tune ‘Loveliness’ which had always been the theme of the Woodbury programs should continue. Crosby argued that the logical theme for the stanza was "Where the Blue of the Night (Meets the Gold of the Day)", on the grounds that the song had been identified with him ever since he had been on the air. Eventually Woodbury conceded to the singer. Other problems arose with Dale Winbrow, who had been sent out to the West coast from New York by the Lennon & Mitchell agency to resolve the theme tune argument and supervise the show. Winbrow listened to the program that Crosby and Lennie Hayton had prepared for the next broadcast and was very critical of it. “The flare up that was provoked from Crosby wound up with the warbler and Hayton declaring themselves out of the show. The baritone’s management later prevailed upon him to hold on while the situation was being straightened out with the agency on the New York end.” | Crosby and the sponsor, Woodbury Soap, argued over what theme tune should be used. Woodbury Soap and its agency, Lennon & Mitchell, argued that ‘Loveliness’ should be chosen because it had always been used for Woodbury programs. Crosby disagreed and insisted that "Where the Blue of the Night (Meets the Gold of the Day)" would be better given that the song had been identified with him ever since he had been on the air.
In the end, Crosby won the argument as Woodbury conceded to the singer. | null | null | null | 2912 |
null | summarization | What are some noteworthy facts from Gabriel García Márquez present on the text? | Gabriel José de la Concordia García Márquez (American Spanish: [ɡaˈβɾjel ɣaɾˈsi.a ˈmaɾkes] (listen); 6 March 1927 – 17 April 2014) was a Colombian novelist, short-story writer, screenwriter, and journalist, known affectionately as Gabo () or Gabito () throughout Latin America. Considered one of the most significant authors of the 20th century, particularly in the Spanish language, he was awarded the 1972 Neustadt International Prize for Literature and the 1982 Nobel Prize in Literature. He pursued a self-directed education that resulted in leaving law school for a career in journalism. From early on he showed no inhibitions in his criticism of Colombian and foreign politics. In 1958, he married Mercedes Barcha Pardo; they had two sons, Rodrigo and Gonzalo.
García Márquez started as a journalist and wrote many acclaimed non-fiction works and short stories, but is best known for his novels, such as One Hundred Years of Solitude (1967), Chronicle of a Death Foretold (1981), and Love in the Time of Cholera (1985). His works have achieved significant critical acclaim and widespread commercial success, most notably for popularizing a literary style known as magic realism, which uses magical elements and events in otherwise ordinary and realistic situations. Some of his works are set in the fictional village of Macondo (mainly inspired by his birthplace, Aracataca), and most of them explore the theme of solitude. He is the most-translated Spanish-language author.
Upon García Márquez's death in April 2014, Juan Manuel Santos, the president of Colombia, called him "the greatest Colombian who ever lived." | Gabriel García Márquez was born in Colombia and is recognized as one of the most significant authors of the 20th century. He won a Nobel Prize in Literature in 1982. His work's literary style known as magic realism brought him critical acclaim and commercial success. Some of his works used places of his live as inspiration, and most of them explore the theme of solitude. He is the most-translated Spanish-language author. He was called "the greates Colombian who ever lived"by the president of Colombia at the time of his death. | null | null | null | 2913 |
null | closed_qa | Given this paragraph about ferrets, do they spend the majority of the time sleeping in a 24 hour day? | Ferrets spend 14–18 hours a day asleep and are most active around the hours of dawn and dusk, meaning they are crepuscular. If they are caged, they should be taken out daily to exercise and satisfy their curiosity; they need at least an hour and a place to play. Unlike their polecat ancestors, which are solitary animals, most ferrets will live happily in social groups. They are territorial, like to burrow, and prefer to sleep in an enclosed area. | Yes, ferrets sleep 14 to 18 hours per day. | null | null | null | 2914 |
null | brainstorming | Think of seven different protein sources that humans like to eat | Beef, lamb, chicken, tempeh, tofu, yogurt, nuts | null | null | null | 2915 |
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null | closed_qa | Given the referenced text, what Roman Emperor gave Roman Citizenship to all free men? | The third century AD showed some remarkable development for the empire as well as a potential decline and collapse. Emperor Caracalla's edict in 212 AD known as the Antoninian constitution delivered Roman citizenship to every free man in the empire, starting the decline of the importance of the city of Rome and indeed of Roman Italy for the Roman Empire. By the mid-third century AD, Pax Romana had come to an end, and several crises hit the empire simultaneously in a period known to history as the Crisis of the third century. This period saw the empire exposed to rampant inflation, natural disasters, secession and civil wars taking places over several decades. The secessions ended with emperor Aurelian’s conquest of the secessionist Palmyrene Empire and Gallic Empire in 273 and 274 AD, as Aurelian unified a splintered empire which, according to many historians, should have been doomed. However, Aurelian was assassinated in 276 AD, sparking additional civil wars. The crisis came to an end only through the ascension of emperor Diocletian to the throne. The West suffered more heavily from these decades of crisis due to this distinction between the established and more prosperous Hellenised East and the younger colonized and Romanized West that had persisted. This cultural division of the Roman Empire into an eastern Greek and western Latin part became increasingly important in later centuries, leading to a gradual estrangement of the two Roman worlds.
Emperor Diocletian created the administrative system known as the Dominate to guarantee security in all endangered regions of his empire. The dominate was in comparison with the principate, a huge imperial bureaucracy, which laid the foundations for the power structure of the later Eastern Roman Empire. With this came a redistricting and reduction of Roman provinces. Diocletian scrapped any pretense of republican rule as the emperor moved away from formally being merely "Princeps" to being "Dominus" - Lord and master. Diocletian also formally finished the process of restructuring the empire, from being a colonial-styled empire ruled by Rome and Roman Italians in the first century AD to a larger imperial entity where the emperor's court was not bound to the city of Rome or Italy, now only one Roman imperial province among many. The norm of emperors being Roman Italians was first broken by emperor Trajan who came from Hispania. By the time of the Severan dynasty, most emperors were originating from outside of Italy. When Diocletian introduced his reforms, this had the effect of the Roman Senate formally lost its already declining imperial influence and became a de facto regional body of decision-making.
An early instance of the partition of the empire into East and West occurred in 286, when Emperor Diocletian appointed Maximian as augustus of the West. In 293 AD, the empire went through a devolution under Diocletian known as the Tetrarchy. The empire was split into four, with the two most prominent parts of the empire each ruled by one emperor (Augustus). Each co-emperor then appointed a young colleague as caesar to be a subordinate emperor with control over his own territory. The Caesar shared power with and would eventually succeed the senior partner. Each tetrarch was in charge of a part of the empire, with the divisions based on geographic regions. This devolution outlines the coming split 100 years later when the empire was permanently divided into an eastern and western empire. The tetrarchy however only lasted 20 years, as emperors quickly began fighting each other for power. The whole empire was eventually reunited by Constantine the Great in 324 after he ended the last of these civil wars. | Emperor Caracalla gave Roman Citizenship to all free men in the Roman Empire. | null | null | null | 2916 |
null | general_qa | Why do we have winter and summer clocks? | Even today, this remains the rationale behind the clock change: aligning citizens' waking hours to daylight hours to save the energy spent on lighting. There are more daylight hours in the summer, and it is preferable to get up earlier so as not to waste precious daylight time while sleeping. | null | null | null | 2917 |
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null | open_qa | What is a t-style guitar? | A T-style guitar is a guitar based on the Fender Telecaster, but possibly made by a different manufacturer. Such guitars are always similar in shape to the Fender Telecaster, but may deviate in hardware, electronics, or other components. A typical T-style guitar has two single-coil pickups, a bolt-on neck with 21 or 22 frets, and an ash-tray bridge. | null | null | null | 2918 |
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null | classification | Classify each of these breads as either a dog or a cat bread: Siamese, Ragdoll, Yorkshire Terrier, Birman, Cocker Spaniel, Saint Bernard. | Siamese = Cat
Ragdoll = Cat
Yorkshire Terrier = Dog
Birman = Cat
Cocker Spaniel = Dog
Saint Bernard = Dog | null | null | null | 2919 |
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null | brainstorming | Give me a list of 10 commonly used seasonings in Chinese cooking | Soy Sauce
Oyster Sauce
Chinese Cooking Wine
Garlic
Green Onion
Ginger
Dark Soy Sauce
Sichuan peppercorn
White Pepper
Sesame Oil | null | null | null | 2920 |
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null | classification | Classify each of the following as either a city or a country: venice, rome, venezuela, vatican city, india, brazil, mexico city, mexico, NYC, china, taiwan, london | Cities:venice, rome,mexico city,NYC,london
Countries: venezuela, vatican city, india, brazil,china, taiwan | null | null | null | 2921 |
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null | classification | Which of the following items are for little kids?
toy, car, airplane, diaper, sippy cup, computer, lighter, onesie, and microwave. | Toy, diaper, sippy cup, and onesie. | null | null | null | 2922 |
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null | classification | Tell me whether each company is based inside or outside of the USA: Uber, Grab, Samsung, Meituan, Exxon, Amazon, Roche | Uber: Inside USA
Grab: Outside USA
Samsung: Outside USA
Meituan: Outside USA
Exxon: Inside USA
Amazon: Inside USA
Roche: Outside USA | null | null | null | 2923 |
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null | closed_qa | Who was Beethoven? | Ludwig van Beethoven[n 1] (baptised 17 December 1770 – 26 March 1827) was a German composer and pianist. Beethoven remains one of the most admired composers in the history of Western music; his works rank among the most performed of the classical music repertoire and span the transition from the Classical period to the Romantic era in classical music. His career has conventionally been divided into early, middle, and late periods. His early period, during which he forged his craft, is typically considered to have lasted until 1802. From 1802 to around 1812, his middle period showed an individual development from the styles of Joseph Haydn and Wolfgang Amadeus Mozart, and is sometimes characterized as heroic. During this time, he began to grow increasingly deaf. In his late period, from 1812 to 1827, he extended his innovations in musical form and expression. | Beethoven was a German composer and pianist known for his famous symphonies such as Moonlight Sonata. | null | null | null | 2924 |
null | open_qa | What is the plot of Persuasion by Jane Austen? | Persuasion, published in 1817, is romantic novel with themes of mature love, second chances, and family loyalty.
Persuasion centers around Anne Elliot, who is one of three daughters of Sir Walter Elliot. Sir Walter is a widower who is conceited and selfish, and spends lavishly and beyond his means, which has forced the family to retrench by renting out their landed estate and relocating to lower-cost Bath.
Anne is wise and kind but, at 26, is past her prime. At 19, Anne fell in love with, and accepted a marriage proposal from, Frederick Wentworth, a promising naval commander who is of a lower social status than Anne. Anne is persuaded by her family (father and older sister) and close friend (Lady Russell) to break off the proposal.
The novel starts with the family planning for their relocation to Bath, and the Elliots have coincidentally rented their home to the sister and brother-in-law of Frederick Wentworth, now a naval captain. This provides Captain Wentworth with the opportunity to re-enter Anne’s life and her social circle. Captain Wentworth has achieved much success and wealth from his naval career. While Anne immediately notices and admires Captain Wentworth, he initially remains cold to her and commented that she has aged significantly since he last saw her. The plot takes various twists and turns, with other potential romantic interests for Captain Wentworth and Anne. As Captain Wentworth sees more of Anne, he learns to appreciate and respect her, and ultimately they fall in love again and agree to renew their engagement. | null | null | null | 2925 |
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null | closed_qa | What new economies developed because of the anti-slave treaties? | In West Africa, the decline of the Atlantic slave trade in the 1820s caused dramatic economic shifts in local polities. The gradual decline of slave-trading, prompted by a lack of demand for slaves in the New World, increasing anti-slavery legislation in Europe and America, and the British Royal Navy's increasing presence off the West African coast, obliged African states to adopt new economies. Between 1808 and 1860, the British West Africa Squadron seized approximately 1,600 slave ships and freed 150,000 Africans who were aboard.
Action was also taken against African leaders who refused to agree to British treaties to outlaw the trade, for example against "the usurping King of Lagos", deposed in 1851. Anti-slavery treaties were signed with over 50 African rulers. The largest powers of West Africa (the Asante Confederacy, the Kingdom of Dahomey, and the Oyo Empire) adopted different ways of adapting to the shift. Asante and Dahomey concentrated on the development of "legitimate commerce" in the form of palm oil, cocoa, timber and gold, forming the bedrock of West Africa's modern export trade. The Oyo Empire, unable to adapt, collapsed into civil wars. | Instead of exporting slaves, Africa began exporting palm oil, cocoa, timber, and gold. | null | null | null | 2926 |
null | general_qa | Can we transition from oil and Gas ? | Can we transition from oil and Gas ?
The general consensus on the global energy Insights is that the core energy commodities will follow these trends :
-Hydrocarbons ( oil and Gas)
Oil demand could peak in the next two to five years with steady decline after 2030. Gas demand is projected to grow by 10% in the next decade in all scenarios. with divergence after 2030, driven by increasing decarbonization pressure in buildings and industry.
-Renewables ( Wind, Solar, Hydro)
These are projected to account for 80—90% of power generation globally by 2050. Share of renewables in the power mix is projected to double in the next 15 years .
-Hydrogen
Transport and new industrial uses could drive two-thirds of hydrogen demand growth to 2035. Beyond 2035, hydrogen is projected to scale across all sectors of the energy economy.
-Bioenergy
Sustainable fuels can provide greenhouse gas emissions reductions and could account for up to 40%f energy demand in transport by 2050
Transition from fossil fuels will be a multi-decade plan which will include a mixed energy portfolio. | null | null | null | 2927 |
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null | closed_qa | Given these paragraphs about Large language models, what is hallucination? | A large language model (LLM) is a language model consisting of a neural network with many parameters (typically billions of weights or more), trained on large quantities of unlabelled text using self-supervised learning. LLMs emerged around 2018 and perform well at a wide variety of tasks. This has shifted the focus of natural language processing research away from the previous paradigm of training specialized supervised models for specific tasks.
Properties
Though the term large language model has no formal definition, it often refers to deep learning models having a parameter count on the order of billions or more. LLMs are general purpose models which excel at a wide range of tasks, as opposed to being trained for one specific task (such as sentiment analysis, named entity recognition, or mathematical reasoning). The skill with which they accomplish tasks, and the range of tasks at which they are capable, seems to be a function of the amount of resources (data, parameter-size, computing power) devoted to them, in a way that is not dependent on additional breakthroughs in design.
Though trained on simple tasks along the lines of predicting the next word in a sentence, neural language models with sufficient training and parameter counts are found to capture much of the syntax and semantics of human language. In addition, large language models demonstrate considerable general knowledge about the world, and are able to "memorize" a great quantity of facts during training.
Hallucinations
Main article: Hallucination (artificial intelligence)
In artificial intelligence in general, and in large language models in particular, a "hallucination" is a confident response that does not seem to be justified by the model's training data.
Emergent abilities
On a number of natural language benchmarks involving tasks such as question answering, models perform no better than random chance until they reach a certain scale (in this case, measured by training computation), at which point their performance sharply increases. These are examples of emergent abilities.
Unpredictable abilities that have been observed in large language models but that were not present in simpler models (and that were not explicitly designed into the model) are usually called "emergent abilities". Researchers note that such abilities "cannot be predicted simply by extrapolating the performance of smaller models". These abilities are discovered rather than programmed-in or designed, in some cases only after the LLM has been publicly deployed. Hundreds of emergent abilities have been described. Examples include multi-step arithmetic, taking college-level exams, identifying the intended meaning of a word, chain-of-thought prompting, decoding the International Phonetic Alphabet, unscrambling a word’s letters, identifying offensive content in paragraphs of Hinglish (a combination of Hindi and English), and generating a similar English equivalent of Kiswahili proverbs.
Architecture and training
Large language models have most commonly used the transformer architecture, which, since 2018, has become the standard deep learning technique for sequential data (previously, recurrent architectures such as the LSTM were most common). LLMs are trained in an unsupervised manner on unannotated text. A left-to-right transformer is trained to maximize the probability assigned to the next word in the training data, given the previous context. Alternatively, an LLM may use a bidirectional transformer (as in the example of BERT), which assigns a probability distribution over words given access to both preceding and following context. In addition to the task of predicting the next word or "filling in the blanks", LLMs may be trained on auxiliary tasks which test their understanding of the data distribution such as Next Sentence Prediction (NSP), in which pairs of sentences are presented and the model must predict whether they appear side-by-side in the training corpus.
The earliest LLMs were trained on corpora having on the order of billions of words. The first model in OpenAI's GPT series was trained in 2018 on BookCorpus, consisting of 985 million words. In the same year, BERT was trained on a combination of BookCorpus and English Wikipedia, totalling 3.3 billion words. In the years since then, training corpora for LLMs have increased by orders of magnitude, reaching up to hundreds of billions or trillions of tokens.
LLMs are computationally expensive to train. A 2020 study estimated the cost of training a 1.5 billion parameter model (1-2 orders of magnitude smaller than the state of the art at the time) at $1.6 million.
A 2020 analysis found that neural language models' capability (as measured by training loss) increased smoothly in a power law relationship with number of parameters, quantity of training data, and computation used for training. These relationships were tested over a wide range of values (up to seven orders of magnitude) and no attenuation of the relationship was observed at the highest end of the range (including for network sizes up to trillions of parameters).
Application to downstream tasks
Between 2018 and 2020, the standard method for harnessing an LLM for a specific natural language processing (NLP) task was to fine tune the model with additional task-specific training. It has subsequently been found that more powerful LLMs such as GPT-3 can solve tasks without additional training via "prompting" techniques, in which the problem to be solved is presented to the model as a text prompt, possibly with some textual examples of similar problems and their solutions.
Fine-tuning
Main article: Fine-tuning (machine learning)
Fine-tuning is the practice of modifying an existing pretrained language model by training it (in a supervised fashion) on a specific task (e.g. sentiment analysis, named entity recognition, or part-of-speech tagging). It is a form of transfer learning. It generally involves the introduction of a new set of weights connecting the final layer of the language model to the output of the downstream task. The original weights of the language model may be "frozen", such that only the new layer of weights connecting them to the output are learned during training. Alternatively, the original weights may receive small updates (possibly with earlier layers frozen).
Prompting
See also: Prompt engineering and Few-shot learning (natural language processing)
In the prompting paradigm, popularized by GPT-3, the problem to be solved is formulated via a text prompt, which the model must solve by providing a completion (via inference). In "few-shot prompting", the prompt includes a small number of examples of similar (problem, solution) pairs. For example, a sentiment analysis task of labelling the sentiment of a movie review could be prompted as follows:
Review: This movie stinks.
Sentiment: negative
Review: This movie is fantastic!
Sentiment:
If the model outputs "positive", then it has correctly solved the task. In zero-shot prompting, no solve examples are provided. An example of a zero-shot prompt for the same sentiment analysis task would be "The sentiment associated with the movie review 'This movie is fantastic!' is".
Few-shot performance of LLMs has been shown to achieve competitive results on NLP tasks, sometimes surpassing prior state-of-the-art fine-tuning approaches. Examples of such NLP tasks are translation, question answering, cloze tasks, unscrambling words, and using a novel word in a sentence. The creation and optimisation of such prompts is called prompt engineering.
Instruction tuning
Instruction tuning is a form of fine-tuning designed to facilitate more natural and accurate zero-shot prompting interactions. Given a text input, a pretrained language model will generate a completion which matches the distribution of text on which it was trained. A naive language model given the prompt "Write an essay about the main themes of Hamlet." might provide a completion such as "A late penalty of 10% per day will be applied to submissions received after March 17." In instruction tuning, the language model is trained on many examples of tasks formulated as natural language instructions, along with appropriate responses. Various techniques for instruction tuning have been applied in practice. OpenAI's InstructGPT protocol involves supervised fine-tuning on a dataset of human-generated (prompt, response) pairs, followed by reinforcement learning from human feedback (RLHF), in which a reward function was learned based on a dataset of human preferences. Another technique, "self-instruct", fine-tunes the language model on a training set of examples which are themselves generated by an LLM (bootstrapped from a small initial set of human-generated examples).
https://en.wikipedia.org/wiki/Large_language_model | In artificial intelligence in general, and in large language models in particular, a "hallucination" is a confident response that does not seem to be justified by the model's training data. | null | null | null | 2928 |
null | creative_writing | Given these two sets of instructions, will you end up at the same end point if you started at the same beginning point? First instructions: 1) Take 2 steps forward 2) Turn left 3) Take 3 steps forward 4) Turn left 5) take 2 steps forward. Second instructions: 1) Turn left 2) Take 6 steps forward 3) Take 1 step backward 4) Take 2 steps backward. | Yes, you will end up at the same point for both sets of instructions. In the first set of instructions, you will go forward, to the left, and then when turn again you will be facing opposite your starting orientation. Therefore, stepping forward will take you closer to your starting point. Finally you end 3 steps to the left of your starting point. For the second set of instructions, you turn left and go forward 6 then backwards 3 altogether, ending 3 steps to the left of the starting point. | null | null | null | 2929 |
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null | closed_qa | Given a reference text about Alberto Michán Halbinger, in what olympics did he compete? | Alberto Michán Halbinger (born 2 December 1978) is an Israeli-Mexican Olympic horse rider. Born in Mexico, he competes for Israel. He qualified to represent Israel at the 2020 Summer Olympics in Tokyo.
Biography
Michan was born in Mexico; his family comes from Israel.
He was a finalist at the FEI World Cup Jumping in 2006 and 2007.
He competed in the 2006 and 2014 World Equestrian Games.
He competed for Mexico at the 2008 Summer Olympics in Beijing, both in individual jumping (coming in 29th) and in team jumping (coming in 8th).
He earned a bronze medal in Team Jumping at the 2011 Pan American Games in Guadalajara, Mexico.
At the 2012 Summer Olympics, he tied with Scott Brash and Nick Skelton, both of the team-gold medal-winning United Kingdom, for 5th in individual jumping. He was part of the Mexican team for team jumping, which finished in fifth place.
He qualified to represent Israel at the 2020 Summer Olympics in Tokyo. | Alberto Michán Halbinger competed in the 2008 and 2012 Summer Olympics. | null | null | null | 2930 |
null | information_extraction | What are the examples of quantum tunneling processes? | Apart from fission induced by a neutron, harnessed and exploited by humans, a natural form of spontaneous radioactive decay (not requiring a neutron) is also referred to as fission, and occurs especially in very high-mass-number isotopes. Spontaneous fission was discovered in 1940 by Flyorov, Petrzhak, and Kurchatov in Moscow, in an experiment intended to confirm that, without bombardment by neutrons, the fission rate of uranium was negligible, as predicted by Niels Bohr; it was not negligible.
The unpredictable composition of the products (which vary in a broad probabilistic and somewhat chaotic manner) distinguishes fission from purely quantum tunneling processes such as proton emission, alpha decay, and cluster decay, which give the same products each time. Nuclear fission produces energy for nuclear power and drives the explosion of nuclear weapons. Both uses are possible because certain substances called nuclear fuels undergo fission when struck by fission neutrons, and in turn emit neutrons when they break apart. This makes a self-sustaining nuclear chain reaction possible, releasing energy at a controlled rate in a nuclear reactor or at a very rapid, uncontrolled rate in a nuclear weapon.
The amount of free energy contained in nuclear fuel is millions of times the amount of free energy contained in a similar mass of chemical fuel such as gasoline, making nuclear fission a very dense source of energy. The products of nuclear fission, however, are on average far more radioactive than the heavy elements which are normally fissioned as fuel, and remain so for significant amounts of time, giving rise to a nuclear waste problem. However, the seven long-lived fission products make up only a small fraction of fission products. Neutron absorption which does not lead to fission produces Plutonium (from 238
U) and minor actinides (from both 235
U and 238
U) whose radiotoxicity is far higher than that of the long lived fission products. Concerns over nuclear waste accumulation and the destructive potential of nuclear weapons are a counterbalance to the peaceful desire to use fission as an energy source. The thorium fuel cycle produces virtually no plutonium and much less minor actinides, but 232
U - or rather its decay products - are a major gamma ray emitter. All actinides are fertile or fissile and fast breeder reactors can fission them all albeit only in certain configurations. Nuclear reprocessing aims to recover usable material from spent nuclear fuel to both enable uranium (and thorium) supplies to last longer and to reduce the amount of "waste". The industry term for a process that fissions all or nearly all actinides is a "closed fuel cycle". | proton emission, alpha decay, and cluster decay. | null | null | null | 2931 |
null | open_qa | Why do people prefer Dunkin over Starbucks? | People may prefer Starbucks because the menu is more customizable with more variety and the coffee tends to be stronger. Starbucks provides more of a cafe experience while Dunkin not only focuses on their coffee but their donuts are an important piece. Others may prefer Dunkin because of the competitive pricing, less strong coffee, and more options of food to drink with your coffee. | null | null | null | 2932 |
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null | general_qa | Why do people like sweet treats so much? | Sugar has been added heavily to the American diet. It's in foods you wouldn't even suspect, such as spaghetti sauce or juices, even though they are already sweet. Sugar is also highly addictive. It gives your brain a high, just like other addictive substances. Additionally, it does taste great, so the taste alone keeps someone coming back for more. | null | null | null | 2933 |
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null | creative_writing | If you were to compete in the Olympics, which sport would you pick? | If I were to compete in the Olympics, I would compete in water polo. Water polo is a really fun sport to play, that is dynamic and fast paced to both watch and play. I don't like long breaks, so I like how fast water polo is. I also love swimming, and I like that water polo is rooted in California culture, which is where I am from. | null | null | null | 2934 |
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null | general_qa | Who built the great pyramid of Giza? | Mainstream archaeologists claim that the great pyramid was built by pharaoh Khufu. There is not much evidence to support that claim given that the Egyptians left no written accounts of the methods and timing of the pyramid construction.
Some scientists have proposed the theory that the great pyramids were actually built by a lost civilization. This theory claims that a cataclysmic event whipped out this civilization at the end of the period known as the Younger Dryas. | null | null | null | 2935 |
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null | summarization | What is the meaning of the information age | The Information Age (also known as the Computer Age, Digital Age, Silicon Age, or New Media Age) is a historical period that began in the mid-20th century. It is characterized by a rapid shift from traditional industries, as established during the Industrial Revolution, to an economy centered on information technology. The onset of the Information Age has been linked to the development of the transistor in 1947, the optical amplifier in 1957, and Unix time, which began on January 1, 1970. These technological advances have had a significant impact on the way information is processed and transmitted.
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null | summarization | Based on the below Wikipedia content, what is OLTP? | From Wikipedia, the free encyclopedia
In online transaction processing (OLTP), information systems typically facilitate and manage transaction-oriented applications. This is contrasted with online analytical processing.
The term "transaction" can have two different meanings, both of which might apply: in the realm of computers or database transactions it denotes an atomic change of state, whereas in the realm of business or finance, the term typically denotes an exchange of economic entities (as used by, e.g., Transaction Processing Performance Council or commercial transactions.): 50 OLTP may use transactions of the first type to record transactions of the second.
OLTP has also been used to refer to processing in which the system responds immediately to user requests. An automated teller machine (ATM) for a bank is an example of a commercial transaction processing application. Online transaction processing applications have high throughput and are insert- or update-intensive in database management. These applications are used concurrently by hundreds of users. The key goals of OLTP applications are availability, speed, concurrency and recoverability (durability). Reduced paper trails and the faster, more accurate forecast for revenues and expenses are both examples of how OLTP makes things simpler for businesses. However, like many modern online information technology solutions, some systems require offline maintenance, which further affects the cost-benefit analysis of an online transaction processing system.
OLTP is typically contrasted to OLAP (online analytical processing), which is generally characterized by much more complex queries, in a smaller volume, for the purpose of business intelligence or reporting rather than to process transactions. Whereas OLTP systems process all kinds of queries (read, insert, update and delete), OLAP is generally optimized for read only and might not even support other kinds of queries. OLTP also operates differently from batch processing and grid computing.: 15
In addition, OLTP is often contrasted to OLEP (online event processing), which is based on distributed event logs to offer strong consistency in large-scale heterogeneous systems. Whereas OLTP is associated with short atomic transactions, OLEP allows for more flexible distribution patterns and higher scalability, but with increased latency and without guaranteed upper bound to the processing time. | OLTP stands for "online transaction processing" and refers to information systems that process transactional data. The applications generating such data often require a high volume of transactions -- such as being used concurrently by hundreds of users. An example of a commercial transaction processing application is an automated teller machine (ATM). OLTP is often contrasted with OLAP (online analytical processing) which is typically characterized by more complex queries but with much smaller volume (for example, for business intelligence reporting). | null | null | null | 2937 |
null | information_extraction | Using this passage, extract all the years associated with the area. | In 1872 the Boundary Commission travelled through this area while surveying the border between Canada and the United States. During the 1874 March West trek of the North-West Mounted Police, the force established its first camp (called Short Creek Camp) at this location. The community began being served by the Soo Line in 1893, permitting the coal mines in the region to become operational. Roche Percée incorporated as a village on January 12, 1909. | 1872, 1874, 1893, 1909 | null | null | null | 2938 |
null | closed_qa | Given a reference text about Michał Rozenfeld, tell me what he did before the war and where he's buried. | Michał Rozenfeld (born 1916, died September 2, 1943, in Krawcowizna) – a Jewish resistance activist during the Second World War, participant of the Warsaw Ghetto uprising, partisan of the Mordechai Anielewicz Unit of the People's Guard.
Before the outbreak of the war, he studied psychology with, among others, Tadeusz Kotarbiński. After the outbreak of World War II, Rozenfeld was sent to the Warsaw Ghetto, where he worked as a teacher. He belonged to the Polish Workers' Party and was a member of the Main Command of the Jewish Combat Organization. He stayed in a bunker with Mordechai Anielewicz at 18 Miła Street. On May 18, 1943, together with a group of Jewish fighters, he got through the sewers to Prosta Street.
After the fall of the uprising, Rozenfeld took refuge in forests near Wyszków, where he fought in a unit of the People's Guard. Together with his companions he was handed over to the Germans by a forest ranger from Krawcowizna. Twelve partisans, including Michał Rozenfeld, were killed at that time.
In 1945 he was posthumously awarded the Silver Cross of the Order of Virtuti Militari.
Rozenfeld is buried in a mass grave of the People's Guard partisans in the Jewish cemetery on Okopowa Street in Warsaw (quarter 31, row 3). | Michał Rozenfeld studied psychology before being sent to the Warsaw Ghetto during the war. He is buried at the Jewish Cemetery on Okopowa Street in Warsaw. | null | null | null | 2939 |
null | classification | Identify which car manufacturer is German or American: RAM, Artega | Artega is German, RAM is American | null | null | null | 2940 |
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null | summarization | Besides his expeditions, what was Shackleton's life like? | Away from his expeditions, Shackleton's life was generally restless and unfulfilled. In his search for rapid pathways to wealth and security, he launched business ventures which failed to prosper, and he died heavily in debt. Upon his death, he was lauded in the press but was thereafter largely forgotten, while the heroic reputation of his rival Scott was sustained for many decades. Later in the 20th century, Shackleton was "rediscovered", and became a role model for leadership in extreme circumstances. | Despite being considered today a role model for leadership in extreme circumstances, Shackleton was largely forgotten for decades after his death. He was focused on and participated in several get rich quick schemes but they all ended in failure. Shackleton died heavily in debt. | null | null | null | 2941 |
null | open_qa | What is Easter? | Easter is Christian holiday that reminds us of Jesus getting raised from the dead or the resurrection of Jesus. This is described in the Bible in the New Testament happening on the third day after his crucifixion. The Romans were the one's responsible for the Crucifixion. Easter is commemorated with fasting, and an Easter Egg hunt for the kids on Easter Sunday. | null | null | null | 2942 |
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null | open_qa | What Is the Population of San Francisco and the Bay Area? | The U.S. Census estimates the 2022 population of the City and County of San Francisco to be 808,437, representing a loss of 65,000 people and 7.5% compared to 2020. The city’s population dropped by 7.2% between 2020 and 2021, but only by 0.3% from 2021 to 2022.
A closer look at the Bay Area numbers tells a more dramatic story: The nine-county region has lost a quarter million residents between 2020 and 2022, or a 3.2% decline. The exodus left the 2022 population of the SF Bay Area at 7.5 million. | null | null | null | 2943 |
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null | summarization | Please give me a short bulleted list of the key discoveries from Gallo’s lab. | After listening to a talk by biologist David Baltimore and further stimulation from his virologist colleague, Robert Ting, concerning the work of the late Howard Martin Temin, Gallo became interested in the study of retroviruses, and made their study the primary activity of his lab. In 1976, Doris Morgan, a first year post-doctoral fellow in Gallo's lab, was asked by Gallo to examine culture fluid of activated lymphocytes for the possible production of growth factors. Soon she was successful in growing T lymphocytes. Gallo, Morgan and Frank Ruscetti, another researcher in Gallo's lab, coauthored a paper in Science describing their method. The Gallo group identified this as T-cell growth factor (TCGF). The name was changed in 1978 to IL-2 (interleukin-2) by the Second International Lymphokine Conference (which was held in Interlaken, Switzerland). Although earlier reports had described soluble molecules with biologic effects, the effects and biochemistry of the factors were not well characterized. One such example was the report by Julius Gordon in 1965, which described blastogenic transformation of lymphocytes in extracellular media. However, cell growth was not demonstrated and the affected cell type was not identified, making the identity of the factor(s) involved unclear and its natural function unknown.
The discovery of IL-2 allowed T cells, previously thought to be dead end cells, to be grown significantly in culture for the first time, opening research into many aspects of T cell immunology. Gallo's lab later purified and biochemically characterized IL-2. This breakthrough also allowed researchers to grow T-cells and study the viruses that affect them, such as human T-cell leukemia virus, or HTLV, the first retrovirus identified in humans, which Bernard Poiesz, another post-doctoral fellow in Gallo's lab played a key role in its isolation. HTLV's role in leukemia was clarified when Kiyoshi Takatsuki and other Japanese researchers, puzzling over an outbreak of a rare form of leukemia, later independently found the same retrovirus, and both groups showed HTLV to be the cause. At the same time, a similar HTLV-associated leukemia was identified by the Gallo group in the Caribbean. In 1982, Gallo received the Lasker Award: "For his pioneering studies that led to the discovery of the first human RNA tumor virus [the old name for retroviruses] and its association with certain leukemias and lymphomas." | Successfully growing T lymphocytes in culture for the first time
Interleukin-2 (IL-2)
Human T-cell leukemia virus
The first human retrovirus | null | null | null | 2944 |
null | brainstorming | Give me the list of fortified wines. | Fortified wines:
- Port
- Madeira
- Marsala
- Sherry
- Vermouth
- Vinsanto | null | null | null | 2945 |
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null | creative_writing | Tell me about the history of Data Warehousing. Make it entertaining | Data Warehousing is an evolution of data storage that began in the 1960s. The original goal was to store data in a centralized location for easier retrieval and analysis. This was achieved through the development of databases and the introduction of data warehouses. In the early 2000s, data warehousing evolved into a more advanced process that enables organizations to analyze data in real-time and make better decisions. Today, data warehousing is used to store, manage, and analyze data to help organizations make better decisions and improve their business processes. | null | null | null | 2946 |
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null | general_qa | Why are some people vegetarian? | There are many reasons for being vegetarian. Some religions prohibit eating meat. Other people prefer not eat meat because they consider it immoral. The environmental impact of the meat industry has convinced other groups of people to stop eating meat to reduce their carbon footprint. Lastly, some people simply do not enjoy the taste of meat, or find it too expensive to purchase. | null | null | null | 2947 |
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null | brainstorming | What is a way I can trick my mom into thinking I'm sick, so I can skip school today? | Get an oral thermometer and hold it close to a turned-on lightbulb so the thermometer will register a high temperature. Quickly put the thermometer in your mouth and call your mom over. Show her the high temperature and she will believe you have a fever. She will then keep you home from school. | null | null | null | 2948 |
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null | information_extraction | Why are the Blasket Islands no longer inhabited? | The Blasket Islands (Irish: Na Blascaodaí) are an uninhabited group of islands off the west coast of the Dingle Peninsula in County Kerry, Ireland. The last island to hold a significant population, Great Blasket Island, was abandoned in 1954 due to population decline and is best known for a number of gifted Irish language writers who vividly described their way of life and who kept alive old Irish folk tales of the land.
The islands were inhabited until 1954 by a completely Irish-speaking population and today are part of the Gaeltacht. At its peak, the islands had 175 residents. The population declined to 22 by 1953. The government evacuated most of the remaining residents to the mainland on 17 November 1953 because of increasingly extreme winter weather that left the island's ageing population cut off from emergency services. The evacuation was seen as necessary by both the Islanders and the government. The Ó Suilleabháin family were reluctant to leave, and became the final family to depart Great Blasket Island in 1954. | The Blasket Islands population declined over time. The rationale for evacuating the last of residents was the concern that emergency services would not be available in the event of extreme winter weather. | null | null | null | 2949 |
null | closed_qa | Given a reference text about a red letter day, provide an explanation of what it means. | A red letter day (sometimes hyphenated as red-letter day) is any day of special significance or opportunity. Its roots are in classical antiquity; for instance, important days are indicated in red in a calendar dating from the Roman Republic (509–27 BC).
In medieval manuscripts, initial capitals and highlighted words (known as rubrics) were written in red ink. The practice was continued after the invention of the printing press, including in Catholic liturgical books. Many calendars still indicate special dates, festivals and holidays in red instead of black.
In the universities of the UK, scarlet days are when doctors may wear their scarlet 'festal' or full dress gowns instead of their undress ('black') gown.
In Norway, Sweden, Hong Kong, South Korea, Indonesia and some Latin American countries, a public holiday is sometimes referred to as "red day" (rød dag, röd dag, 빨간 날, 紅日, tanggal merah), as it is printed in red in calendars | A red letter day is any day of special significance or opportunity such as holidays and festivals. | null | null | null | 2950 |
null | open_qa | What was the main treaty that marked the end of World War I? | The main treaty that marked the end of World War I was the Treaty of Versailles. | null | null | null | 2951 |
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null | closed_qa | Does Davos have a good hockey team | Hockey Club Davos is a professional Swiss ice hockey club based in Davos, Switzerland. Davos plays in the National League (NL). It is generally referred to by its abbreviation "HCD" by the fans. The team is usually a strong force in the league and often bolster their roster with Swiss national team players and players who once played for National Hockey League teams. HC Davos also has hosted the annual Spengler Cup tournament, an invitational competition, since 1923.
The team had the lowest attendance of the National League for the 2016–17 season, averaging 4,792 spectators over their 25 regular season home games.
History
HC Davos was founded in 1921. In 1923, Davos presented the first Spengler Cup, one of the oldest tournaments in sports still being played.
HC Davos was led by a forward line known as "The ni-storm" (German: Der ni-sturm) from 1933 to 1950, which included Bibi Torriani, along with brothers Hans Cattini and Ferdinand Cattini. The line was named for the last syllable (-ni) of players' surnames. The ni-storm was regarded as the top line of HC Davos and the Switzerland men's national ice hockey team from 1933 to 1950. During this time, the club won 18 Swiss championships, and six Spengler Cups.
The team was relegated into 1. Liga in 1990, one of the lowest points in its history. After a new beginning, the club moved into the Swiss League, and two years later returned to the NL. Davos has been among the best teams in the league since, with recent league championships in 2002, 2005, 2007, 2009, 2011, and 2015.[citation needed] | Davos has a hockey team and a record for most Swiss national titles. Davos has been among the best teams in the league since, with recent league championships in 2002, 2005, 2007, 2009, 2011, and 2015. | null | null | null | 2952 |
null | summarization | Why are cats so picky about what they eat? | Cats have relatively few taste buds compared to humans (470 or so versus more than 9,000 on the human tongue). Domestic and wild cats share a taste receptor gene mutation that keeps their sweet taste buds from binding to sugary molecules, leaving them with no ability to taste sweetness. Their taste buds instead respond to acids, amino acids like protein, and bitter tastes. Cats also have a distinct temperature preference for their food, preferring food with a temperature around 38 °C (100 °F) which is similar to that of a fresh kill and routinely rejecting food presented cold or refrigerated (which would signal to the cat that the "prey" item is long dead and therefore possibly toxic or decomposing). | Cats' taste buds respond to acids, protein, and bitter tastes. The taste buds do not respond to sweetness. Additionally, cats prefer food with a temperature near 100 °F (38 °C). For wild cats, this temperature is associated with fresh food as opposed to food that may be decomposing. | null | null | null | 2953 |
null | creative_writing | road trip to Kerala from Bangalore. | You can plan for a One Week Road trip from Bangalore to Entire Kerala.
Day 1: Start early in the morning.First destination Munnar. You can reach Munnar in 10 hours. Stay in a nice hotel facing Tea estate. Relax for the day.
Day 2 : Travel Munnar . You can change the hotel for Different view.
Day 3 : Start after breakfast for Kochi, It's a port City. Reach Kochi near about 3 hours 30 minutes, visit kochi port beach walk . And stay at night near Marari beach , any sea facing resort(1 hr from Kochi) and
Day 4 : Half an hour from Marari beach, go to Alyppe (Alappuzha) , Stay boat house. This is Beautiful!! Enjoy the Alappuzha Lake ride in your boat.
Day 5 : Go to Varkala. Stop for Jatayu earth center , this is outstanding. Varaka has very nice beach shopping and restaurant .
Day 6 : Go to Poovar, there any many nice sea facing resort. And do not forget to go for Mangrove tour.
Day 7 : You can go to Kanyakumari and back to Bangalore | null | null | null | 2954 |
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null | closed_qa | Who is known as The Invincibles in English football? | In football, "The Invincibles" is a nickname used to refer to the Preston North End team of the 1888–89 season, managed by William Sudell, and the Arsenal team of the 2003–04 season managed by Arsène Wenger. Preston North End earned the nickname after completing an entire season undefeated in league and cup competition (27 games), while Arsenal were undefeated in the league (38 games) in a run that stretched to a record 49 games. The actual nickname of the Preston team was the "Old Invincibles" but both versions have been in use. | Preston North End & Arsenal Football Club | null | null | null | 2955 |
null | general_qa | What is a chord in guitar music? | A chord is composed of 3 or more tones, typically. The interval between each tone determines the type of chord. For instance, a major chord is composed of 1, 3, and 5 (tones on the scale of the root, or 1, tone). A minor chord, on the other hand, is composed of 1, flatted 3, and 5. The C major chord is comprised of C, E, and G tones whereas the C minor chord is comprised of C, E minor and G tones. | null | null | null | 2956 |
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null | open_qa | What is ice hockey? | Ice hockey is a team sport which is popular primarily in North America and Europe. Gameplay consists of two teams attempting to propel a puck into the opposing team's net using hockey sticks. What makes ice hockey unique is that it's played on a sheet of ice and players must wear ice skates to maneuver around the playing surface.
Ice hockey teams will generally have 6 players on the ice at any given time; 3 forwards whose objective it is to score goals, 2 defenseman whose main objective is to defend their own net from opposing players, and one goaltender who is tasked from preventing pucks from entering their team's net.
The most popular professional ice hockey league is the National Hockey League (NHL) which is based in the US and Canada. However, there are professional hockey leagues throughout the world including the Kontinental Hockey League in Russia, Swedish Hockey League in Sweden, and the Liiga based in Finalnd. | null | null | null | 2957 |
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null | brainstorming | What are the best selling albums of all time? Give me the list with the name of the artist and the name of the album | Best selling albums of all time:
- Michael Jackson: Thriller
- Eagles: Their Greatest Hits (1971–1975)
- Pink Floyd: The Dark Side of the Moon
- Whitney Houston / various artists: The Bodyguard
- Bee Gees / Various artists: Saturday Night Fever
- Fleetwood Mac: Rumours
- Eagles: Hotel California
- Shania Twain: Come On Over
- Meat Loaf: Bat Out of Hell
- AC/DC: Back in Black | null | null | null | 2958 |
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null | general_qa | Why is the sky blue? | Blue light is scattered in all directions by the tiny molecules of air in Earth's atmosphere. Blue is scattered more than other colors because it travels as shorter, smaller waves. This is why we see a blue sky most of the time. | null | null | null | 2959 |
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null | open_qa | Name some of the best tourist spots in USA? | Some of the best tourist spots in USA include Yellowstone National Park, Statue of Liberty, Grand Canyon National Park and Times Square | null | null | null | 2960 |
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null | open_qa | How did Jim Henson die? | The famous puppeteer succumbed to toxic shock syndrome, resulting from abscesses in his lungs. | null | null | null | 2961 |
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null | open_qa | Name some of the bravolebrities from The Real Housewives of Atlanta | Sanya Richards-Ross, Marlo Hampton, Drew Sidora, Kenya Moore and Shereé Whitfield | null | null | null | 2962 |
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null | brainstorming | Come up with the best way to build a sales pipeline | There are a number of ways that a sales representative can build up their sales pipeline, or funnel. What it comes down to is that you need to have the activity levels that will support having a minimum of a 3:1 pipeline to goal ratio. This can be done through cold calling, LinkedIN messaging, referrals, or email, etc | null | null | null | 2963 |
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null | open_qa | What are startup fundraising rounds? | Startups that choose to raise money from investors typically fundraise in rounds. A startup will usually first raise money for its idea from the friends and family of the founders. This is called the "Friends and Family Round".
After this is the "Seed Round" in which the startup will raise capital from other investors, typically angel investors and venture capital firms.
Subsequent to the "Seed Round" is the "Series A". This capital is typically raised from venture capital and larger investors.
Every subsequent fundraising round is the next letter in the alphabet: Series B, Series C, etc. | null | null | null | 2964 |
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null | open_qa | Which country has won the most world cups in soccer? | Brazil has won 6 Fifa world cups and lead the pack followed by Germany and Italy who have won the coveted prize 4 times each. Argentina has won 3 Fifa world cups and are in 4th place for most world cups in soccer. | null | null | null | 2965 |
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null | brainstorming | Give me a list of the ten best rock guitarists of all time | Jimi Hendrix, Stevie Ray Vaughan, Jimmy Page, Eddie Van Halen, Eric Clapton, Jeff Beck, David Gilmour, Brian May, George Harrison, Randy Rhoads | null | null | null | 2966 |
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null | classification | On a flight, I can only pack three of the following items: sword, book, phone, suitcase, parrot, plane. Which ones should I pack? | I’d recommend packing a book to read, a phone for your electronic ticket, and a suitcase to hold clothes and the rest of your items. A parrot and sword won’t be allowed on a flight, and a plane will be used for the flight but not taken onboard. | null | null | null | 2967 |
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null | general_qa | Why is Sauna or heat therapy good for you? | Thanks to our Finnish friends to the north, doctors have been able to collect great data on the effects of regular sauna use in adults. In Finland there are over 2.2 million saunas in a land with less than 6 million people total. Because regular Sauna use is part of their culture, scientists were able to find that going into a sauna at least 5 times a week for a minimum of 12 minutes provided significant improvement in cardiovascular function and overall improvement to health and mood. Although the exact mechanisms are not fully understood it is believed that the body releases spiked amounts of Human Growth Hormones from the bone marrow in your femur along with releasing heat shock proteins that allow the body to remove damaged cells. These factors have shown a reduced risk of certain kinds of cancers, improved sleep, and seems to also have a hand in the slowing of the aging process. | null | null | null | 2968 |
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null | general_qa | What is software craftsmanship | Software craftsmanship is an art of writing good code which is easier to understand, maintain and is of good quality. This practice includes many things like writing modular code, unit and integration testing of code, commenting and proper formatting of code and continuous integration & continuous deployment of code etc. All these best practices make the software less bug prone, of high quality, easier to deploy, learn and maintain over time. | null | null | null | 2969 |
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null | creative_writing | Why should people consider going on holiday in Henley on Thames, UK? | Henley on Thames is a village in England 45 minutes west of London by train. Whether you're an avid walker, ale enthusiast, or history buff this small sanctuary on the Thames will surely hold something for you. Touted as one of the oldest market towns in England, Henley has a lively high street and village center. The storefronts include cafes, restaurants, clothing boutiques, art galleries, and antique shops - many are locally owned small businesses. Be sure to check out the award winning butcher, Gabriel Machin, located right on the town square.
A stroll along the Thames is the perfect after lunch activity. If you head west along the village side of the river, you'll pass the River and Rowing museum. This is an excellent museum showcasing the history of the significance of the Thames in this region, as well as a Wind and the Willows exhibit for children. You can also choose to cross the bridge and walk the historic regatta path along the Thames heading east. This is where university rowing teams congregate every year for the annual regatta in July; this brings in thousands of visitors to the village during the summer months.
You won't struggle for choice of the towns many historic pubs and restaurants. Enjoy a pint outside on the river deck at the Angel on the Bridge before making you way to one of the towns many restaurant and food options. | null | null | null | 2970 |
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null | information_extraction | Answer using the text: who is Phil Murphy? | Philip Dunton Murphy (born August 16, 1957) is an American financier, diplomat, and politician serving as the 56th governor of New Jersey since January 2018. A member of the Democratic Party, he served as the United States ambassador to Germany from 2009 to 2013 under President Barack Obama.
Murphy had a 23-year career at Goldman Sachs, where he held several high-level positions and accumulated considerable wealth before retiring in 2006. He is involved in many civic organizations and philanthropic pursuits. He served as finance chairman for the Democratic National Committee in the mid-late 2000s under Howard Dean. In the Obama administration, Murphy served as the United States ambassador to Germany from 2009 to 2013, during which time he dealt with the international fallout from the United States diplomatic cables leak.
While planning to run for governor, Murphy and his wife Tammy Murphy launched New Start New Jersey, a progressive organization active from November 2014 to December 2017, intended to increase his political visibility in the state. He defeated then-Lieutenant Governor Kim Guadagno in the 2017 gubernatorial election with 56% of the vote. In December 2019, Murphy became the chairperson of the Democratic Governors Association, a position he held for a year. He was reelected in 2021, defeating Republican nominee Jack Ciattarelli with 51.2% of the vote, becoming the first Democratic governor of New Jersey to win a second term since Brendan Byrne in 1977. In July 2022, Murphy became the first National Governors Association chair from New Jersey. | Philip Dunton Murphy is the 56th governor of New Jersey since January 2018. He served as the United States ambassador to Germany from 2009 to 2013 under President Barack Obama. He is the first New Jersey governor to win a second term since Brendan Byrne in 1977. In December 2019, Murphy became the chairperson of the Democratic Governors Association, a position he held for a year. In July 2022, he became the first National Governors Association chair from New Jersey. | null | null | null | 2971 |
null | closed_qa | Based on the following paragraph on squat lobster fisheries, where do such fisheries exist today? | Flesh from these animals is often commercially sold in restaurants as "langostino" or sometimes dishonestly called "lobster" when incorporated in seafood dishes. As well as being used for human consumption, there is demand for squat lobster meat to be used as feed in fish farms and shrimp or prawn farms. This is in part because they contain astaxanthin, a pigment that helps to colour the meat of farmed salmon and trout.
Despite their worldwide distribution and great abundance, there are few functioning fisheries for squat lobsters. Experimental fisheries have occurred in several countries, including Argentina, Mexico, and New Zealand, but commercial exploitation is currently restricted to Latin America, and chiefly to Chile. The main target species are Pleuroncodes monodon, P. planipes, and Cervimunida johni.
In Central America, the primary species of squat lobster targeted by fisheries is a species of Pleuroncodes. There is a great deal of confusion over both scientific names and common names, and the exact species is often unknown. In El Salvador, for instance, the commercial catch is generally referred to as "P. planipes", but is in fact P. monodon. Commercial fishing for squat lobsters in El Salvador began in the early 1980s; production increased markedly in the 2001 season, and has continued to grow, now making up 98% of the demersal resources landed in El Salvador, with annual catches peaking at 13,708 t in 2005. In Costa Rica, aggregations of squat lobsters are avoided, as the fishermen fear the squat lobsters will clog their nets. In Nicaragua, squat lobsters are heavily exploited, especially following a large increase in fishing effort in the 2007 season. In Panama, production reached 492 t in 2008. Chilean squat lobster fisheries initially targeted Cervimunida johni, beginning in 1953. By the mid-1960s, effort had largely switched to P. monodon. In an effort to conserve stocks, the Chilean government instituted quotas for squat lobsters, and the fishery is closely monitored. In New Zealand, Munida gregaria has been considered as a potential fisheries resource, particularly to feed farmed Chinook salmon (Oncorhynchus tshawytscha). | Commercial fisheries for squat lobsters currently exist only in Latin America, mainly in Chile due to the restriction on commercial exploitation of these animals. There are, however, a number of experimental fisheries in countries such as Argentina, Mexico, and New Zealand. | null | null | null | 2972 |
null | closed_qa | How many windows does the building have based on the provided paragraph? | The main entrance on the west side of the building faces North 14th Avenue. The building is fronted by a concrete porch with three steps leading to louvered double doors surrounded by windows. Panels of five lights each flank the doors, and above it a seven panel fanlight frames a sign with the club's name. Gabled returns supported by pilasters and a pair of Tuscan columns show a neoclassical architectural influence. Two four-light windows with green shutters are centered on either side of the door. Each of the windows has green two-panel shutters with cutouts of a full moon on top and a crescent moon on the bottom. The north and south side have four windows each, and the back of the building has three. The building is painted white and sheathed in clapboard except the four bottom courses covered with asbestos shingles. The porches and roof are green. | There are a total of 13 windows.
The side of the house with the entrance has two four-light windows, the north and south side have four windows each, and the back of the building has three.
Therefore, in total, the house has 2 + 4 + 4 + 3 windows or 13 windows. | null | null | null | 2973 |
null | brainstorming | Give me a list of the ten best romance novels of all time | Outlander, The Notebook, Wuthering Heights, Jane Eyre, Pride and Prejudice, The Time Travelers Wife, The Thorn Birds, Gone With the Wind, The Proposal, Anna Karenina | null | null | null | 2974 |
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null | brainstorming | Give me a list of the most popular vehicle brands in the United States. | - Toyota
- BMW
- Lexus
- Porsche
- Ford
- Dodge | null | null | null | 2975 |
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null | closed_qa | Given this paragraph about Hydrogen Storage, what is the hydrogen boiling point? | Several methods exist for storing hydrogen. These include mechanical approaches such as using high pressures and low temperatures, or employing chemical compounds that release H2 upon demand. While large amounts of hydrogen are produced by various industries, it is mostly consumed at the site of production, notably for the synthesis of ammonia. For many years hydrogen has been stored as compressed gas or cryogenic liquid, and transported as such in cylinders, tubes, and cryogenic tanks for use in industry or as propellant in space programs. Interest in using hydrogen for on-board storage of energy in zero-emissions vehicles is motivating the development of new methods of storage, more adapted to this new application. The overarching challenge is the very low boiling point of H2: it boils around 20.268 K (−252.882 °C or −423.188 °F). Achieving such low temperatures requires expending significant energy.
https://en.wikipedia.org/wiki/Hydrogen_storage | It boils around 20.268 K (−252.882 °C or −423.188 °F). | null | null | null | 2976 |
null | open_qa | What is the most common spoken language in the world? | Chinese | null | null | null | 2977 |
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null | summarization | Explain inter frame based on the text | An inter frame is a frame in a video compression stream which is expressed in terms of one or more neighboring frames. The "inter" part of the term refers to the use of Inter frame prediction. This kind of prediction tries to take advantage from temporal redundancy between neighboring frames enabling higher compression rates. | An inter frame is a frame in a video compression stream which is expressed in terms of one or more neighboring frames. The algorithm tries to take advantage from temporal redundancy between neighboring frames. | null | null | null | 2978 |
null | summarization | What was the Ottoman ironclad Hifz-ur Rahman? | Hifz-ur Rahman (Ottoman Turkish: Merciful Protector) was the second of two Lüft-ü Celil-class ironclads built for the Ottoman Navy in the late 1860s. Originally ordered by the Khedivate of Egypt, an autonomous vassal state of the Ottoman Empire, the central Ottoman government forced Egypt to surrender Hifz-ur Rahman while she was still under construction at the French Forges et Chantiers de la Gironde shipyard. The vessel was a turret ship, armed with two 229 mm (9 in) Armstrong guns and two 178 mm (7 in) Armstrong guns, both pairs in revolving gun turrets.
Hifz-ur Rahman saw action during the Russo-Turkish War in 1877–1878, where she operated on the Danube to try to prevent Russian forces from crossing the river. While defending the port of Sulina, she engaged Russian gunboats in an inconclusive action. She was laid up for twenty years, until the outbreak of the Greco-Turkish War in 1897, which highlighted the badly deteriorated state of the Ottoman fleet. A large-scale reconstruction program was put in place, and Hifz-ur Rahman was rebuilt in the Imperial Arsenal in the early 1890s. Nevertheless, she saw no further service of any significance, and she was sold for scrap in 1909. | The Hifz-ur Rahman was a big ship in the old days of the Ottoman empire. It had many powerful guns. It fought in wars against Russia and then later against the Greeks. Later in it's life it was restored but new saw battle again. Sadly, it was eventually scrapped. | null | null | null | 2979 |
null | open_qa | What is the difference between fruit and vegetables? | The distinction between fruit and vegetable is drawn from what part of the plant is eaten. Fruit are the flowering part of the plant and will usually have seeds. Vegetables, on the other hand, are usually another part of a plant such as the root, bulb, leaves or stem. | null | null | null | 2980 |
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null | open_qa | Were masks effective in stopping the spread of Covid 19? | The data suggests it's inconclusive whether or not masks were effective in stopping the spread of Covid-19. There's evidence to support that they may have caused more harm than good with certain demographics, however Covid-19 was weaponized by political agendas. There are studies to support whichever side of the aisle you want to align with. It is widely accepted by both ends of the political spectrum that natural immunity is effective in stopping the spread of viruses. | null | null | null | 2981 |
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null | classification | Classify each of the following as either characters from Star Wars or Star Trek: Jean Luc Picard, Grogu, Han Solo, Luke Skywalker, Data, Q, Darth Vader, Ahsoka, William Riker, James Kirk, Spock | Star Wars: Grogu, Han Solo, Luke Skywalker, Darth Vader, Ahsoka
Star Trek: Jean Luc Picard, Data, Q, William Riker, James Kirk, Spock | null | null | null | 2982 |
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null | brainstorming | Is it better to rebuild or remodel a house? | The answer to this question depends on several factors, including your budget, the nature and extent of the updates that you would make to the original house, the costs of building materials and services, and any zoning requirements or local codes and regulations that may apply to your project. You should start by first determining your budget and any timelines you are working against. Next, determine the updates that you would need or want to make, including must-haves and nice to haves in your list. Next, consider working with an architect to help draw up plans that align to your goals and engage a residential engineer to help determine what updates can be made within the existing house structure and what updates may require substantial modifications or may not be made under the structure. At this point, you may be able to determine whether or not it makes sense to rebuild or remodel, however, to get a final sense of the costs and scope of the project, you should request bids from contracts on your plans and ask that they provide estimated costs and timelines as well as recommendations on how to approach the project. Compare these costs and recommendations against the anticipated costs of leveling and rebuilding the house from scratch, which may also require input from the architect and/or contractor to help determine. Once you have gathered all of this information, balance your desires, including must-haves and nice-to-haves, against your budget and timelines to help make your decision. | null | null | null | 2983 |
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null | open_qa | what are the five pillars of migration or modernization from a legacy data warehouse to a modern lakehouse? | 1. Architecture/infrastructure: Establish the deployment
architecture and implement a security and governance
framework.
2. Data migration: Map data structures and layout, complete a
one-time load, and finalize an incremental load approach.
3.ETL and pipelines: Migrate data transformation and
pipeline code, orchestration, and jobs in this phase. Speed
up your migration by using automation tools and comparing
your results with on-premises data and expected results.
4. Analytics: Repoint reports and analytics for business
analytics and business outcomes. Reporting semantic layers
and online analytics processing (OLAP) cubes should also
repoint to the lakehouse via Open Database Connectivity
(ODBC) and Java Database Connectivity (JDBC).
5. Data science/machine learning (ML): Establish connectivity
to ML tools and onboard data science teams. | null | null | null | 2984 |
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null | classification | At the concert last night, identify each of these musicians as singer, drummer, guitarist, or bassist: Steve Harris, Bruce Dickinson, George Lynch, Nicko McBrain, Angus Young | Steve Harris - bassist
Bruce Dickinson - singer
George Lynch - guitarist
Nicko McBrain - drummer
Angus Young - guitarist | null | null | null | 2985 |
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null | brainstorming | Which president was 1st to win a Nobel prize. | Theodore Roosevelt was the 1st president to win a Nobel Peace Prize. Roosevelt won the prize for helping negotiate an end to the Russo-Japanese War in 1904-1905. | null | null | null | 2986 |
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null | classification | What did Jamaican-American author Nicola Yoon major in college for her undergraduate degree? | Electrical engineering at Cornell University | null | null | null | 2987 |
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null | open_qa | What movies made Seattle famous in the 1990s? | Three films were iconic and set in Seattle in the 1990s. Sleepless in Seattle (1993), Singles (1992) & Reality Bites (1994) | null | null | null | 2988 |
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null | summarization | What are some examples of diseconomies of scale? | In microeconomics, economies of scale are the cost advantages that enterprises obtain due to their scale of operation, and are typically measured by the amount of output produced per unit of time. A decrease in cost per unit of output enables an increase in scale. At the basis of economies of scale, there may be technical, statistical, organizational or related factors to the degree of market control. This is just a partial description of the concept.
Economies of scale apply to a variety of the organizational and business situations and at various levels, such as a production, plant or an entire enterprise. When average costs start falling as output increases, then economies of scale occur. Some economies of scale, such as capital cost of manufacturing facilities and friction loss of transportation and industrial equipment, have a physical or engineering basis.
The economic concept dates back to Adam Smith and the idea of obtaining larger production returns through the use of division of labor. Diseconomies of scale are the opposite.
Economies of scale often have limits, such as passing the optimum design point where costs per additional unit begin to increase. Common limits include exceeding the nearby raw material supply, such as wood in the lumber, pulp and paper industry. A common limit for a low cost per unit weight commodities is saturating the regional market, thus having to ship product uneconomic distances. Other limits include using energy less efficiently or having a higher defect rate.
Large producers are usually efficient at long runs of a product grade (a commodity) and find it costly to switch grades frequently. They will, therefore, avoid specialty grades even though they have higher margins. Often smaller (usually older) manufacturing facilities remain viable by changing from commodity-grade production to specialty products.
Economies of scale must be distinguished from economies stemming from an increase in the production of a given plant. When a plant is used below its optimal production capacity, increases in its degree of utilization bring about decreases in the total average cost of production. As noticed, among the others, by Nicholas Georgescu-Roegen (1966) and Nicholas Kaldor (1972) these economies are not economies of scale. | Examples of diseconomies of scale include: using energy less efficiently, over-saturating a regional market, exceeding the local raw material supply, higher production switching costs leading to inability to pivot to higher margin products (reduced agility), and having a higher defect rate. | null | null | null | 2989 |
null | general_qa | What is a benefit of salsa dancing? | Salsa dancing is believed by many to improve your emotional well-being. This is because we you dance, endorphin levels increase. An increase in your endorphin levels can lead to a decrease in stress, anxiety, and depression. | null | null | null | 2990 |
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null | classification | Identify which instrument is string or woodwind: Pedal Harp, Baritone Saxophone | Pedal Harp is string, Baritone Saxophone is woodwind. | null | null | null | 2991 |
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null | general_qa | Is weightlifting good for you? | Weightlifting can be a healthy part of any fitness plan due to how it develops muscle mass across your body. This increase in muscle mass can enhance strength, speed, and explosiveness. Weightlifting has also been shown to improve many important biomarkers such as testosterone and cortisol levels. | null | null | null | 2992 |
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null | classification | Classify each of the following as fast or slow: Toyota Supra, Toyota Corolla, Toyota Highlander | Toyota Supra is fast, Toyota Corolla is slow, Toyota Highlander is slow | null | null | null | 2993 |
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null | creative_writing | America’s cup comeback | In September, 2013 one of sports most iconic comeback took place on the San Francisco Bay.
The incredible comeback was when Oracle Team USA overturned an 8-1 deficit to retain the Auld Mug.
Winning eight straight races has to be ranked the best and most unlikely of all such sporting turnarounds.
With the Kiwis requiring just one more race for victory, the Americans called up Ben Ainslie who was the driver for the reserve boat. The Brit’s influence helped shift the momentum that the Kiwis were unable to stop.
San Francisco Bay is extremely challenging to sail with currents and winds above 25knts. The regatta will forever be remembered as the best comeback of sailing all time.
. | null | null | null | 2994 |
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null | classification | Identify which animal species is alive or extinct: Opabinia, Dugong | Dugong is alive, Opabinia is extinct. | null | null | null | 2995 |
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null | general_qa | How many planets are there? | There are 8 recognized planets in the solar system (Mercury, Venus, Earth, Mars, Jupiter, Saturn, Uranus, and Neptune). Outside of our solar system, we estimate there to be billions of planets in the universe. | null | null | null | 2996 |
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null | open_qa | How do you maintain good dental hygiene | Good dental hygiene is maintained by brushing and flossing your teeth everyday and eating low amounts of sugar. | null | null | null | 2997 |
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null | general_qa | Did you know the Earth is flat? | No, that is incorrect. While people once believed the world was flat, there is scientific evidence that the Earth is actually an irregularly shaped ellipsoid | null | null | null | 2998 |
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null | brainstorming | Give me a bulleted list of tech billionaires. | Here is a bulleted list of tech billionaires:
- Elon Musk
- Bill Gates
- Jeff Bezos
- Larry Ellison
- Steve Ballmer
- Larry Page
- Zhang Yiming
- Michael Dell
- Mark Zuckerberg | null | null | null | 2999 |
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