What is a formal definition?

A precise definition with clear criteria and conditions.

A vague definition without clear criteria.

A definition that is only used in formal settings.

A definition that is not commonly accepted or understood.

What is an informal definition?

A definition that is based on common understanding and interpretation.

A definition that is intentionally vague and open to interpretation.

A definition that is not widely accepted or used.

A definition that is used only in informal settings.

What is the purpose of a formal definition?

To provide a precise and authoritative explanation of a concept or term.

To confuse people with complex language.

To limit the understanding of a concept or term to a specific context.

To make a concept or term more ambiguous and open to interpretation.

What is an example of a formal definition?

"A triangle is a polygon with three sides and three angles."

"A triangle is a shape with pointy corners."

"A triangle is a type of musical instrument."

"A triangle is a symbol often used in mathematics."

What is a formal language?

A language with precisely defined rules and syntax.

A language that is loosely defined and open to interpretation.

A language used only in formal settings.

A language that is difficult to understand or interpret.

What is an example of an informal definition?

"Success means achieving happiness and fulfillment in life."

"Success means having a lot of money and possessions."

"Success means winning at all costs."

"Success means being popular and well-liked by others."

Define formal and informal definitions

To the Lakota, and other indigenous people on North America's Great Plains, the bison was an essential part of their culture ( expressed in the quote on the previous page). The bison provided meat for nutrition, a hide for clothing and shelter, bones for tools, and fat for soap. The bison was also central to their religious beliefs. So, when European settlers hunted the bison nearly to extinction, Lakota culture suffered. Culture is central to a society and the identity of its people, as well as its continued existence. Therefore, geographers study culture as a way to understand similarities and differences among societies across the world, and in some cases, to help preserve these societies. Analyzing Culture All of a group's learned behaviors, actions, beliefs, and objects are a part of culture. It is a visible force seen in a group's actions, possessions, and influence on the landscape. For example, in a large city you can see people working in offices, factories, and stores, and living in high-rise apartments or suburban homes. You might observe them attending movies, concerts, or sporting events. Culture is also an invisible force guiding people through shared belief systems, customs, and traditions. Culture is learned, in that it develops through experiences, and not merely transmitted through genetics. For example, many people in the United States have developed a strong sense of competitiveness in school and business, and believe that hard work is a key to success. These types of elements, visible and invisible, are cultural traits. A series of interrelated traits make up a cultural complex, such as the process of steps and acceptable behaviors related to greeting a person in different cultures. A single cultural artifact, such as an automobile, may represent many different values, beliefs, behaviors and traditions and be representative of a cultural complex. Since culture is learned there are many ways that one generation passes its culture to the next. Children and adults learn traits three ways: • imitation, as when learning a language by repeating sounds or behaviors from a person or television • informal instruction, as when a parent reminds a child to say "please" • formal instruction, as when students learn history in school 132 HUMAN GEOGRAPHY: AP" EDITION CULTURAL COMPLEX OF THE AUTOMOBILE The automobile provides much more than just transportation, as it reflects many values that are central to American culture. Origins of Culture The area in which a unique culture or a specific trait develops is a culture hearth. Classical Greece was a culture hearth for democracy more than 2,000 years ago. New York City was a culture hearth for rap music in the 1970s. Geographers study how cultures develop in hearths and diffuse-or spread-to other places. Geographers also study taboos, behaviors heavily discouraged by a culture. For example, many cultures have taboos against eating certain foods, such as pork or insects. What is considered taboo changes over time. In the United States, marriages between Protestants and Catholics were once taboo, but they are not widely opposed now. Traditional, Folk, and Indigenous Cultures With the beginning of the Industrial Revolution in the late 18th century, modern transportation and communication connected people as never before and led to extensive cultural mixing, especially as cities have grown. The world prior to this time was very different; however, remnants of the past are still evident in our modern cultures. Traditional, folk, and indigenous cultures share some important characteristics and are often grouped together, but they do have some subtle differences. Traditional Culture Recently, the meanings of traditional, folk, and indigenous culture have begun to merge, causing geographers to debate when each should be used. Increasingly, the term traditional culture is used to encompass all three cultural designations. All three types share the function of passing down long-held beliefs, values, and practices and are generally resistant to rapid changes in their culture. Folk Culture The beliefs and practices of small, homogenous groups of people, often living in rural areas that are relatively isolated and slow to change, are known as folk cultures. Like all cultures, they demonstrate the diverse ways that people have adapted to a physical environment. For example, people around the world learned to make shelters out of available resources, whether 3.1: INTRODUCTION TO CULTURE 133 it was snow or mud bricks or wood. However, people used similar resources such as wood differently. In Scandinavia, people used trees to build cabins. In the American Midwest, people processed trees into boards, built a frame, and attached the boards to it. Many traits of folk culture continue today. Corn was first grown in Mexico around 10,000 years ago, and it is still grown there today. While many elements of folk culture exist side by side with modern culture, there are people whose societies have changed little, if at all, from long ago. These people practice traditional cultures, those which have not been affected by modern technology or influences. They often live in remote regions, such as some small tribes in the Amazon rainforest, and have scant knowledge of the outside world. As the lines continue blurring between cultural designations, the Amish of Pennsylvania are often referenced as both folk and traditional culture. Indigenous Culture When members of an ethnic group reside in their ancestral lands, and typically possess unique cultural traits, such as speaking their own exclusive language, they are considered an indigenous culture. Some indigenous peoples have been displaced from their native lands, but still practice their indigenous culture. Native Americans in the United States, such as the Navajo, have kept indigenous cultural practices. First Nations of Canada, such as the Inuit, have also retained their indigenous culture. Globalization and Popular Culture As a result of the Industrial Revolution, improvements in transportation and communication have shortened the time required for movement, trade, or other forms of interaction between two places. This development, known as space-time compression (see Topics 1.4 and 3.6), has accelerated culture change around the world. In 1817, a freight shipment from Cincinnati needed 52 days to reach New York City. By 1850, because of canals and railroads, it took half that long. And by 1852, it took only 7 days. Today, an airplane flight takes only a few hours, and digital information takes seconds or less. Similar change has occurred on the global scale. People travel freely across the world in a matter of hours, and communication has advanced to a point where people share information instantaneously across the globe. The increased global interaction has had a profound impact on cultures, from spreading English across the world to instant sharing of news, events and music. Globalization specifically refers to the increased integration of the world economy since the 1970s. The process of intensified interaction among peoples, governments, and companies of different countries around the globe has had profound impacts on culture. The culture of the United States is intertwined with globalization. Through the influence of its corporations, Hollywood movies, and government, the United States exerts widespread influence in other countries. But other countries also shape American culture. For example, in 2019, the National Basketball Association included players from 38 countries or territories. When cultural traits- such as clothing, music, movies, and types of 134 HUMAN GEOGRAPHY: AP. EDITION businesses-spread quickly over a large area and are adopted by various groups, they become part of popular culture. Elements of popular culture often begin in urban areas and diffuse quickly through globalization processes such as the media and Internet. These elements can quickly be adopted worldwide, making them part of global culture. People around the world follow European soccer, Indian Bollywood movies, and Japanese animation known as anime. With people in many nations wearing similar clothes, listening to similar music, and eating similar food, popular cultural traits often promote uniformity in beliefs, values, and the cultural landscape across many places The cultural landscape, also known as the built environment (see Topic 3.2), is the modification of the environment by a group and is a visible reflection of that group's cultural beliefs and values. Traditional Culture to Popular Culture Popular culture emphasizes trying what is new rather than preserving what is traditional. Many people, especially older generations or those who follow a folk culture, openly resist the adoption of popular cultural traits. They do this by preserving traditional languages, religions, values, and foods. While older generations often resist the adoption of popular culture, they seldom are successful in keeping their traditional cultures from changing, especially among the young people of their society. One clash between popular and traditional culture is occurring in Brazil. As the population expands to the interior of the rain forest, many indigenous cultures, like the Yanamamo tribe, have more contact with outside groups. Remaining isolated by the forest is becoming increasingly difficult as many young people from the indigenous cultures become exposed to popular culture and begin to integrate into the larger Brazilian society. As the young people leave their communities, they are more likely to accept popular culture at the expense of their indigenous cultural heritage, which threatens the very existence of their folk culture. Traditional culture typically exhibits horizontal diversity, meaning each traditional culture has its own customs and language that makes it distinct from other culture groups. Yet, people people within each group are usually homogeneous, or very similar to each other. By contrast, popular culture typically exhibits vertical diversity, meaning that modern urban societies are usually heterogeneous, or exhibiting differences, within the society and usually contain numerous multiethnic neighborhoods. However, on a global scale popular cultures are relatively similar with the same type of malls, shops, fast food, and clothing. Urban global culture centers are not identical, yet, global cities often do not have as much horizontal diversity across space as folk cultures. 3.1: INTRODUCTION TO CULTURE 135 COMPARING TRADITIONAL AND POPULAR CULTURE Trait Traditional Culture Popular or Global Culture Society • Rural and isolated location • Urban and connected location • Homogeneous and • Diverse and multiethnic indigenous population population • Most people speak an • Many people speak a global indigenous or ethnic local language such as English or language Arabic • Horizontal diversity • Vertical diversity Social • Emphasis on community and • Emphasis on individualism and Structure conformity making choices • Families live close to each • Dispersed families other • Weakly defined gender roles • Well-defined gender roles Diffusion • Relatively slow and limited • Relatively rapid and extensive • Primarily through relocation • Often hierarchical • Oral traditions and stories • Social media and mass media Buildings and • Materials produced locally, • Materials produced in distant Housing such as stone or grass factories, such as steel or glass • Built by community or owner • Built by a business • Similar style for community • Variety of architectural styles • Different between cultures • Similar between cities • Traditional architecture • Postmodern / contemporary architecture Food • Locally produced • Often imported • Choices limited by tradition • Wide range of choice • Prepared by the family or • Purchased in restaurants community Spatial Focus • Local and regional • National and global Artifacts, Mentifacts, and Sociofacts Whether a cultural attribute is considered traditional, folk, indigenous, or popular in nature, it is valuable to differentiate between elements of culture that can be seen and those that can not. There are artifacts that comprise the material culture, which consists of tangible things, or those that can be experienced by the senses. Art, clothing, food, music, sports, and housing types are all tangible elements of culture. Another element of the study of artifacts is understanding the techniques to use or build a specific artifact. Artifacts can be unique to a particular culture, or can be shared. For example, people of all cultures need to communicate through language, yet there are many groups that possess languages unique to their culture. The ability to read, write and understand the English language is an artifact of importance for much of popular global culture. 136 HUMAN GEOGRAPHY: AP" EDITION Mentifacts comprise a group's nonmaterial culture and consist ofintangible concepts, or those not having a physical presence. Beliefs, values, practices, and aesthetics (pleasing in appearance) determine what a cultural group views as acceptable and desirable. Mentifacts can also be unique or shared. People of many cultures possess an belief in one or many deities, and often the deities are unique to that culture. The belief in a god is a mentifact-the religious building or symbols are artifacts. Cultural groups also possess sociofacts, which are the ways people organize their society and relate to one another. Taken altogether, people tend to see the whole of their culture as greater than the sum of its individual parts. Sociofacts are embodied through families, governments, sports teams, religious organizations, education systems, and other social constructs. As with artifacts and mentifacts, sociofacts may also be unique or similar to other societies. Families are the foundations of most societies, yet what constitutes the structure of a family may vary widely between cultural groups. For example, Western cultures tend to view the nuclear family, consisting of the parents and their children as the basic family unit. By contrast, in many Western African cultures the norm is the extended family, consisting of several generations and other family members such as cousins living under one roof.

*MCQ Quiz: Understanding Good Practices in Writing AI Prompts** 1. **Q:** What is the first step in crafting an effective AI prompt? - a) Define the objective - b) Select the AI tool - c) Provide examples - d) Choose the target audience 2. **Q:** Why is it important to specify the target audience in a prompt? - a) It helps in choosing the right AI tool. - b) It ensures the output is tailored to the right level. - c) It determines the length of the prompt. - d) It makes the prompt more creative. 3. **Q:** Which of the following is a good practice when writing a prompt? - a) Keep the prompt vague to allow AI flexibility. - b) Include clear and specific instructions. - c) Write a very long and detailed prompt. - d) Start with examples before stating the objective. 4. **Q:** What is the role of examples in a well-structured prompt? - a) To confuse the AI with multiple possibilities. - b) To provide context and clarify expectations. - c) To make the prompt longer. - d) To show off knowledge of the subject. 5. **Q:** When should you select the AI tool in the prompt-writing process? - a) After defining the objective and specifying the audience. - b) Before defining the objective. - c) At the very end. - d) Before writing anything else. 6. **Q:** What is a common mistake to avoid when writing prompts? - a) Being too specific in instructions. - b) Including irrelevant information. - c) Mentioning the target audience. - d) Defining the objective clearly. 7. **Q:** How should the tone of a prompt be set? - a) It should be casual and open-ended. - b) It should be formal and precise. - c) It should change depending on the day. - d) It should be vague to encourage creativity. 8. **Q:** What is the final step in crafting a well-structured prompt? - a) Review and refine the prompt. - b) Select the target audience. - c) Provide examples. - d) Choose the AI tool. https://www.revisely.com/quiz/oEkao

Can you create an evaluation using this information PHONETICS VS. PHONOLOGY Whereas phonetics is the study of sounds that occur in language, phonology is the study of how these sounds are organized and how they function in language. It uses the classifications of sounds derived from phonetics to describe and analyze how sounds occur in speech. STRUCTURALIST PHONEMICS STRUCTURALIST PHONEMICS As linguists began to study sounds in fine detail, they recognized increasingly complex aspects of phonetic organization. For example, the sound /p/ appears in different varieties in English. STRUCTURALIST PHONEMICS One of the varieties of /p/ is indicated by [ph]. This sound is produced with an accompanying puff of air called aspiration, as in the words “pill,” and “peace.” Another sound, indicated by [p•], is produced when there is little or no aspiration; this sound occurs in a word like “spill.” A third major variety for the /p/ sound is the unreleased [p– ], which may occur at the end of a word like “stop.” To deal with these variations for the /p/ sound, the structuralists suggested the existence of an abstract unit which they termed a phoneme. STRUCTURALIST PHONEMICS A phoneme was defined by the structuralists as an abstract phonological unit that represents a class of real sounds, termed the allophones of a phoneme. The phoneme /p/ in English, then, is represented by the allophones [ph], [p•], and [p– ]. STRUCTURALISTS: MINIMAL PAIRS How do we know what these abstract units of sound called phonemes are? In order to find the phonemes of a language, the structuralists developed the concept of the minimal pair, defined as any two words that: a) Contain the same number of segments b) Differ in meaning c) Exhibit only one phonetic difference. STRUCTURALISTS: MINIMAL PAIRS In practical terms, phonemes distinguish meanings; and a phoneme can also be defined as the smallest meaning-distinguishing unit of sound. For instance, the words “pin” /pɪn/ and “bin” /bɪn/ mean different things, and the only one difference in these words occurs in the initial sounds. STRUCTURALISTS: MINIMAL PAIRS By using the concept of a minimal pair, we can determine that the three variations of the /p/ sound do not represent three phonemes. Certainly, it is possible to pronounce the word cap with either an aspirated [ph ] or unreleased [p– ]; however, the two forms [kæph ] and [kæp– ] are not a minimal pair, even though they involve different sounds, because they are identical in meaning. STRUCTURALISTS: FREE VARIATION The two forms [kæph ] and [kæp– ] are, therefore, said to exhibit free variation: that is, the pronunciation may vary without signifying a change in meaning. In other words, we may conclude that the unreleased [p– ] and the aspirated [ph ] are not representations of different phonemes in English; they are, in fact, allophones of one phoneme, /p/. STRUCTURALISTS: COMPLEMENTARY DISTRIBUTION When phonemes have more than one allophone in a language, the allophones are said to be in complementary distribution. Complementary distribution means that the allophones of a phoneme occur in different phonetic environments (that is, with different sounds surrounding them). TRANSFORMATIONAL- GENERATIVE PHONOLOGY TRANSFORMATIONAL-GENERATIVE PHONOLOGY Transformational-generative phonology is a relatively recent development in linguistic theory. Chomsky launched Transformational-Generative Grammar in 1957, but the earliest studies within this framework were largely concerned with syntax. A decade later, the first comprehensive transformational-generative treatment of English phonology appeared: Chomsky and Halle’s The Sound Pattern of English (1968). TRANSFORMATIONAL-GENERATIVE PHONOLOGY Transformational-generative phonologists strongly oppose the structuralists’ phonemic level. They replace this level by a series of rules that directly relate underlying representations to observed phonetic representations. The central mechanisms in transformational-generative phonology, then, are underlying representations and phonological rules. PHONOLOGICAL RULES A rule is an operational statement in which some linguistic entity is modified, resulting in a new linguistic entity. Rules may add elements, remove elements, or change elements. By using phonological rules, linguists attempt to demonstrate that there is order in linguistic phenomena and that linguistic patterns are systematic. PHONOLOGICAL DERIVATION A phonological derivation is an operation that begins with an underlying representation and, through the application of a set of specific rules, yields the actual sound the speaker produces. The representation of a phonological rule has the following general appearance. /A/ → [B] / C “A” changes to “B” under condition “C” PHONOLOGICAL RULE – EXAMPLE In most Southern dialects, the word ten is pronounced like the word tin. This is not an isolated fact, for den is pronounced like din and Ben is pronounced like bin, and so on. This very general fact can be represented by the phonological rule: /ɛ/ → [I] / ___ [n] den /dɛn/ → /dIn/ Ben /bɛn/ → /bIn/ ten /tɛn/ → /tIn/ /ɛ/ → [I] / ___ [n] - high - low - tense + front + high - tense + front + sonorant + anterior + coronal - continuant NOTATIONAL DEVICES IN PHONOLOGICAL RULES The statement of phonological rules can be complex, and linguists have developed several notational devices for writing them. Often, the following symbols will be necessary for stating the conditions under which rules apply: # indicates a word boundary + indicates an intraword boundary $ indicates a syllable boundary UNDERLYING REPRESENTATIONS AND RELATED ISSUES The transformational-generative description of phonology relates underlying representations to phonetic representations by rules. This can be represented in a simple example: In English, there are certain pairs of words like sign / signature, and malign / malignant that exhibit a regular alternation in their phonetic representations: [g] is present in the second member of the pairs but absent in the first member. UNDERLYING REPRESENTATIONS AND RELATED ISSUES To explain the relatedness of words such as sign / signature, we could claim that the underlying representation of the segment in all such pairs is /g/ and that a rule operates to delete /g/ before syllable-final nasals. Thus, the rule “/g/ is deleted before syllable-final nasal” would appear formally as: + voice - anterior →∅ ____ [+ nasal] $ - coronal UNDERLYING REPRESENTATIONS AND RELATED ISSUES On the left-hand side of the arrow, we place the features needed to uniquely specify /g/ among the consonants; that is, no other consonant has the features [+ voice], [- anterior], and [- coronal]. The symbols → mean that the sound /g/ changes to nothing or more properly “/g/ is deleted.” The horizontal line following the slash mark refers to the position of /g/ - namely, before a segment that is [+nasal]. Finally, this [+nasal] segment occurs before a syllable boundary, as indicated by $. A less formal way of writing this rule would be: /g/ → / _ [+nasal] $ Notice that this rule also helps describe such alternations as phlegm/phlegmatic and paradigm/paradigmatic. Application Activity: Think of other words in which this rule can be applied. Write the sound segments to prove /g/ is deleted. Another example is the process through which the prefix meaning “not” is added to words. This prefix alternates among the forms /Im/, /In/, and /Iŋ/, depending on the point of articulation of the initial segment of the following word. -If the segment begins in the extreme front part of the mouth (labials), the form is /Im/, as in improper. -If the segment begins in the extreme back part of the mouth (velars), the form is /Iŋ/, as in incomplete. -If the segment begins in the mid-region of the mouth (all other sounds), the form is /In/, as in indecent. *Exceptions:Words beginning with /r/ or /l/. Analyze the Word “in + complete,” for example. /n/ → [ŋ] / __ [k] - continuant - continuant - continuant + sonorant → + sonorant - sonorant + anterior - anterior - strident + coronal - coronal - coronal + tense THE VELAR SOFTENING RULE Still another example of alternation in English is found in pairs of words like “electric / electricity,” in which the segments /k/ and /s/ alternate. /k/ changes to [s] only before non- low, front vowels. THE VELAR SOFTENING RULE /k/ → [s] / __ - continuant + continuant - strident → - sonorant V - anterior + anterior - low - coronal + coronal - back

Etymology explains the origin of the word itself. Example: Using the example term “arbitration”: Arbitration comes from the Latin judicium which means “judgment”. 2. History discusses the history of the term, its use, and controversies associated with it. Example: The use of arbitration as third-party mediation dates from the 1630s. 3. Cause and Effect discusses how the situation came about and what effects it may have. Example: An arbitration clause is considered to be ambiguous when the parties do not express clearly, that in case of conflict, the method to use to settle the disagreements will be arbitration. Hence, parties are compelled to refrain from signing confusing agreements to arbitrate, because the general rule is that arbitration is prompted out of the contract, and if there is not an explicit arbitration clause within the contract it would not be an agreement to arbitrate. 4. Description lists and defines the term. Example: Arbitration is the process of solving an argument between people by helping them to agree to an acceptable solution. It is the formal process of having an outside person, chosen by both sides to a disagreement to end the disagreement. 5. Principles of Operation discusses how something functions, including any special materials or conditions required. Example: Arbitration is conducted by a trained arbiter who sets down the rules that the parties must abide by. The object of arbitration is to obtain a fair resolution of disputes by an impartial third party without unnecessary expense or delay. Parties should be free to agree on how their disputes are resolved, subject only to such safeguards as are necessary for the public interest. Courts should not interfere. 5 6. Classification shows how the topic fits into a larger category. Example: Arbitration is one of the alternatives to going into a formal court to settle disputes. 7. Contrast shows how the topic differs from others in the same class. Example: In an arbitration proceeding, no lawyers are present. The main difference between arbitration and litigation law is that the court is involved in the case of litigation, as it is a lawsuit, whereas, in arbitration, a settlement between the parties is done outside of court. 8. Comparison shows how the topic is similar to others in the class. Example: As with lawsuits or other court proceedings, the decision in an arbitration proceeding is legally binding on the parties. 9. Analogy explains and compares two dissimilar topics, where the second is familiar to the audience. Example: An arbiter is like a referee–he or she listens to both sides and decides as to who is at fault, without the intervention of outside parties. 10.Examples represent other things because they have all the main qualities or characteristics that the thing they represent also have. Examples: Arbitration was used to settle the dispute between the labor union and management. Two people who are divorcing cannot agree on terms and allow a third party to come in to help them negotiate

Historia de la Inteligencia Artificial Introducción La inteligencia artificial (IA) tiene una historia larga y fascinante que comenzó mucho antes de que existieran los ordenadores modernos. A lo largo de los siglos, filósofos, científicos e ingenieros han sentado las bases conceptuales y tecnológicas necesarias para el desarrollo de máquinas capaces de imitar ciertos aspectos de la inteligencia humana. 1. Antecedentes remotos Época Figura o movimiento Aportación clave Siglo IV a. C. Aristóteles Desarrolla la lógica formal, primera aproximación sistemática al razonamiento deductivo. Edad Media Alquimistas Buscan crear “vida artificial”, anticipando el deseo de simular procesos naturales. 2. Cimientos modernos (1950‑1959) Año Hito Descripción 1950 Prueba de Turing Alan Turing propone un test para determinar si una máquina puede exhibir comportamiento inteligente indistinguible del humano. 1955 Nacimiento del término "Inteligencia Artificial" John McCarthy define la IA como la “ciencia e ingeniería de crear máquinas inteligentes”. 3. Principales hitos (1960‑2010) Año Hito Relevancia 1997 Deep Blue vence a Garry Kasparov Primer ordenador que derrota al campeón mundial de ajedrez; marca un antes y un después en el uso de la IA para resolver problemas complejos. 2002 Roomba (iRobot) Primer robot aspirador de consumo masivo con capacidades de mapeo y navegación autónoma. 2011 Siri (Apple) Asistente virtual por voz que populariza la IA conversacional en smartphones. 2014 Alexa (Amazon) Amplía el concepto de asistente virtual al hogar conectado. 4. Avances de la última década (2011‑2021) Año Hito Relevancia 2017 AlphaGo vence a Lee Sedol en Go Demuestra que el aprendizaje profundo puede superar al ser humano en tareas de enorme complejidad estratégica. 2021‑2022 Democratización de la IA generativa Herramientas como ChatGPT y DALL·E abren el acceso masivo a modelos capaces de generar texto e imágenes de alta calidad. 5. Situación actual y perspectivas La IA está cada vez más integrada en nuestra vida diaria: desde los algoritmos de recomendación hasta los asistentes de voz y los sistemas de generación de contenido. Se prevé que continúe evolucionando y transformando sectores como la salud, la educación y la industria creativa. Conclusión La semilla que Alan Turing plantó en 1950 ha dado lugar a un campo vibrante y en constante expansión. Mirar al pasado nos ayuda a comprender el rápido progreso actual y a anticipar un futuro en el que la inteligencia artificial desempeñará un papel aún más central en la sociedad.

Layer-ul fizic produce reprezentarea și gruparea biților sub formă de tensiune, frecvențe radio sau pulsuri de lumină. Diferite organizații de standardizare au contribuit pentru a defini proprietățile fizice, electrice și mecanice ale mediului disponibil pentru comunicații de date diferite. Aceste specificații garantează faptul că cablurile și conectorii vor funcționa anticipat cu implementări ale layer-ului data link. Ca un exemplu, standardele pentru mediul de cupru sunt definite pentru: • Tipul cablării de cupru utilizată • Lățimea de bandă a comunicației • Tipul conectorilor utilizați • Pinout-ul și codurile de culoare ale conexiunilor la mediu • Distanța medie a mediului Figura arată diferite tipuri de interfețe și porturi disponibile pe un router 1941. Caracteristici ale Mediului din Cupru Rețelele folosesc mediul din cupru deoarece este mai ieftin, ușor de instalat și are rezistență scăzută la curentul electric. În orice caz, mediul de cupru este limitat de distanță și de interferența semnalului. Datele sunt transmise prin cabluri de cupru sub formă de pulsuri electrice. Un detector din interfața de rețea a unui echipament de destinație trebuie să primească un semnal care poate fi decodat cu succes pentru a se potrivi cu semnalul trimis. În orice caz, cu cât semnalul călătorește pe distanțe mai mari, cu atât mai mult se deteriorează într-un fenomen denumit atenuarea semnalului. Din acest motiv, mediul din cupru trebuie să urmeze limitările stricte cu privire la distanță așa cum se specifică de standardele de ghidare. Valorile tensiunii și sincronizarea pulsurilor electrice sunt și ele predispuse la interferența din două surse: • Interferența electromagnetică (EMI) sau Interferența Frecvențelor Radio (RFI) - Semnalele EMI și RFI pot distorsiona și corupe semnalele de date care sunt transmise prin mediu de cupru. Sursele potențiale de EMI și RFI includ unde radio și echipamente electromagnetice precum motoare și lumini fluorescente, așa cum se arată în figură. • Crosstalk - Crosstalk-ul este o disturbanță cauză de câmpurile electromagnetice și electrice ale unui semnal de pe un fir la semnalul dintr-un fir adiacent. În circuitele de telefonie, crosstalk-ul poate rezulta în auzul unei părți dintr-o altă conversație prin voce de la un circuit adiacent. Atunci când curentul electric trece printr-un fir, se realizează un câmp magnetic mic, circular în jurul firului care poate fi luat de un fir adiacent. Pentru a contracara efectele negative ale EMI și RFI, unele tipuri de cabluri din cupru sunt împachetate într-o folie metalică și necesită conexiune corespunzătoare de împământare. Pentru a contracara efectivele negative ale crosstalk-ului, unele tipuri de cabluri din cupru au perechi de fire din circuite opuse torsadate care anulează efectiv crosstalk-ul. Susceptibilitatea cablurilor de cupru la zgomotul electric poate fi limitat de: • Selectarea celui mai potrivit tip de cablu sau categorie pentru un anumit mediu de rețea. • Proiectarea unei infrastructuri de cablu pentru a evita sursele potențiale și cunoscute ale interferenței din structura clădirii. • Folosirea tehnicilor de cablare care includ gestiunea și terminarea corectă a cablurilor.

Define the following terms: BUSINESS PRODUCTION MARKETING FINANCE INDUSTRIAL BUSINESSES COMMERCIAL BUSINESSES SERVICE BUSINESSES INDUSTRY INNOVATION GLOBAL COMPETITION EFFECTIVENESS DOMESTIC GOODS FOREIGN GOODS OUTPUT PRODUCTIVITY DOWNSIZE EMPOWERMENT GROSS DOMESTIC PRODUCT UNDERGROUND ECONOMY ENTREPRENEUR FRANCHISE FRANCHISOR FRANCHISEE INTRAPRENEUR SOLE PROPRIETORSHIP LIMITED LIABILITY CORPORATION PARTNERSHIP CORPORATION START-UP INVESTOR CHIEF EXECUTIVE OFFICER CHIEF FINANCIAL OFFICER

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