Unveiling Prompts : The Evolution and Future of Human-Machine Interaction Tutorial

Dive into the heart of human-machine interaction with our detailed exploration of prompts in natural language processing. This video takes us on a journey through time, from the birth of rudimentary prompts to their most sophisticated incarnations today. First, we demystify the origins, examining how simple commands have evolved into almost human-like conversations. Then, we highlight the revolutionary impact of neural networks, transforming these prompts into active and learning participants. The video also addresses the delicate balance between coherence and precision, as well as ethical challenges such as bias and responsibility in prompt training. Looking to the future, we envision a world where specialized prompts dominate, offering unprecedented expertise in various professional fields. Finally, we conclude with a reflection on the importance of prompts in facilitating dialogue between humans and technology. Join us in this exploration and discover how prompts are shaping our digital future.

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Natural language processing.
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This vast ocean of knowledge
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has an often underestimated but
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fundamental component prompts.
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Like stars in the Galaxy of NLP,
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they have evolved, adapted,
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and redefined how we interact with machines.
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The story is fascinating.
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Initially, rudimentary,
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almost cryptic commands were the norm.
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But with technological innovation,
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these commands came to life,
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transforming into questions, discussions.
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And now almost human like conversations.
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A major turning point was the
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advent of neural networks.
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These structures,
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inspired by our own biology,
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have enabled prompts to become dynamic.
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Thus, a prompt is no longer just a trigger,
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but an active participant capable of learning
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and personalization based on interactions.
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Every artist knows that the balance
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between form and function is delicate.
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In the world of prompts, it's the
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balance between coherence and precision.
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While coherence ensures
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fluidity and responses,
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precision guarantees that
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these responses are relevant.
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Merging the two is the art of perfection.
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In the realm of prompts,
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then comes the question of responsibility.
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We live in an era where
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information is abundant,
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but not all of it is equal.
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Prompts trained on huge volumes of data
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can inherit biases inherent in these data.
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But here science intervenes,
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using advanced algorithms,
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balancing techniques,
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and filtering methods to ensure
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that our prompts reflect an ideal
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of neutrality and impartiality.
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Looking to the future,
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the era of generalist prompts might well
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give way to ultra adapted specialists.
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Imagine prompts specially
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trained for each field.
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Medical, legal, artistic,
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each with deep expertise,
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ready to assist and guide
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with surgical precision.
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Optimization is an endless quest.
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In laboratories around the world,
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researchers refine, test,
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and push the limits of
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what prompts can achieve.
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Each improvement,
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however small,
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has the potential to revolutionize
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how we interact with technology.
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In the end, prompts are
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much more than mere tools.
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They are the bridge between man and
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machine, facilitating A dialogue that was
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once only the domain of science fiction.
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As we venture further into this
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era of artificial intelligence,
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remember that behind every interaction,
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every response, and every dialogue
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lies the work, art, and science of
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promise. They shape our digital
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future and determine how we as
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humans evolve with technology.

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Processamento de linguagem natural.
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Este vasto oceano de conhecimento
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tem um valor muitas vezes subestimado, mas
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prompts de componentes fundamentais.
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Como estrelas na galáxia da PNL,
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evoluíram, adaptaram-se,
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e redefiniu a forma como interagimos com as máquinas.
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A história é fascinante.
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Inicialmente, rudimentar,
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comandos quase enigmáticos eram a norma.
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Mas com a inovação tecnológica,
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estes comandos ganharam vida,
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transformando-se em perguntas, discussões.
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E agora quase humanas como conversas.
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Um grande ponto de viragem foi o
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advento das redes neurais.
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Estas estruturas,
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inspirados pela nossa própria biologia,
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permitiram que os prompts se tornassem dinâmicos.
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Assim, um prompt não é mais apenas um gatilho,
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mas um participante ativo capaz de aprender
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e personalização baseada em interações.
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Todo artista sabe que o equilíbrio
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entre forma e função é delicado.
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No mundo dos prompts, é o
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equilíbrio entre coerência e precisão.
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Embora a coerência assegure
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fluidez e respostas,
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a precisão garante que
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Estas respostas são relevantes.
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Fundir os dois é a arte da perfeição.
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No domínio dos prompts,
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Depois vem a questão da responsabilidade.
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Vivemos numa era em que
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a informação é abundante,
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mas nem tudo é igual.
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Prompts treinados em grandes volumes de dados
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pode herdar vieses inerentes a esses dados.
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Mas aqui intervém a ciência,
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utilizando algoritmos avançados,
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técnicas de equilibragem,
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e métodos de filtragem para garantir
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que as nossas solicitações refletem um ideal
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de neutralidade e imparcialidade.
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Olhando para o futuro,
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a era dos estímulos generalistas pode muito bem
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dar lugar a especialistas ultra adaptados.
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Imagine prompts especialmente
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treinados para cada área.
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Médico, jurídico, artístico,
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cada um com profunda experiência,
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pronto para ajudar e orientar
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com precisão cirúrgica.
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A otimização é uma busca sem fim.
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Em laboratórios de todo o mundo,
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os investigadores refinam, testam,
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e ultrapassar os limites da
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o que os prompts podem alcançar.
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Cada melhoria,
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por menor que seja,
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tem potencial para revolucionar
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como interagimos com a tecnologia.
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No final, os prompts são
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muito mais do que meras ferramentas.
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São a ponte entre o homem e o
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máquina, facilitando um diálogo que foi
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uma vez apenas o domínio da ficção científica.
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À medida que nos aventuramos mais nisso
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era da inteligência artificial,
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Lembre-se de que, por trás de cada interação,
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cada resposta e cada diálogo
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reside o trabalho, a arte e a ciência de
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promessa. Eles moldam o nosso digital
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futuro e determinar como
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Os seres humanos evoluem com a tecnologia.

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