Navigating the Neural Forest : Secrets of AI Prompts Video

In this video, we delve into the delicate art of prompts. Imagine AI as a dense forest of paths, where each prompt serves as a map and compass for navigation. The specificity of your question can make the difference between a simple observation and an in-depth explanation. Learn to break down complex prompts, eliminate any ambiguity, and obtain clear and precise answers. But that's not all: we will also explore the ethical and practical ramifications of poorly designed prompts, highlighting the crucial importance of every word you choose. And as mastering prompts is an ever-evolving art, we will show you how to continually refine your questions to unlock the full potential of AI.

2:05
1206 views

Generative AI
New

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Imagine the neural

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architecture of AI as a

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vast forest of pathways.

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Your prompt is akin to a map and compass.

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Without precise instructions,

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you can easily get lost.

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So if you want relevant information,

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you need to correctly guide the AI.

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Let's start with precision.

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A vague prompt like explain the sky

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could lead to a variety of responses,

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ranging from poetry to science.

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In contrast,

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a specific prompt explain why the

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sky is blue during the day will

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focus the AI on Rayleigh scattering.

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Phenomenon where atmospheric molecules

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scatter blue sunlight more than other

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colors. Next comes structuring.

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Imagine you're writing an essay.

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Rather than addressing all points at

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once, you would separate them into

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paragraphs. Similarly, a complex

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prompt can be broken down into

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sub questions to obtain details

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then clarity. Avoiding ambiguities

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is crucial. For example,

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give me an example of a carnivore

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could lead to many wild animals,

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but if you specify small

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domestic carnivore,

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the AI will lean towards cat or dog.

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The implications

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of a poorly designed

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prompt are not negligible.

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A biased or poorly formulated

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prompt can lead to factual errors,

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reinforce stereotypes,

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or offer inadequate solutions.

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For instance,

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if the AI is asked for information

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based on outdated or biased data,

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it will reinforce those same biases.

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Refining prompts is an ongoing process.

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It involves testing,

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evaluating, results,

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refining, and testing again.

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A well crafted

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prompt can unlock the potential of AI,

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enabling breakthroughs in research,

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new discoveries,

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or even incredible artistic creations.

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It's like sculpting.

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Each adjustment brings you

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closer to your masterpiece.

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Every word, every nuance in a

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prompt is a step to guide the

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AI in the right direction.

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Mastering prompts is essential

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for achieving optimal results.

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Imagine o neural

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arquitetura da IA como um

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vasta floresta de caminhos.

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Seu prompt é semelhante a um mapa e bússola.

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Sem instruções precisas,

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Você pode facilmente se perder.

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Então, se você quiser informações relevantes,

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você precisa guiar corretamente a IA.

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Comecemos pela precisão.

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Um aviso vago como explicar o céu

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pode conduzir a uma variedade de respostas,

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que vão da poesia à ciência.

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Em contrapartida,

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um aviso específico explica por que razão a seringa

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céu é azul durante o dia vai

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focar a IA na dispersão de Rayleigh.

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Fenómeno onde as moléculas atmosféricas

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dispersar a luz solar azul mais do que outros

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cores. Em seguida, vem a estruturação.

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Imagine que você está escrevendo um ensaio.

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Em vez de abordar todos os pontos em

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uma vez, você os separaria em

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parágrafos. Da mesma forma, um complexo

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prompt pode ser dividido em

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subperguntas para obter detalhes

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depois clareza. Evitar ambiguidades

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é crucial. Por exemplo

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Dê-me um exemplo de carnívoro

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pode levar a muitos animais selvagens,

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mas se você especificar pequeno

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carnívoro doméstico,

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a IA inclinar-se-á para o gato ou o cão.

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As implicações

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de um mal desenhado

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prompt não são desprezíveis.

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Um tendencioso ou mal formulado

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pode levar a erros factuais,

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reforçar estereótipos,

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ou oferecer soluções inadequadas.

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Por exemplo,

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se for solicitada informação à IA

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com base em dados desatualizados ou tendenciosos,

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reforçará esses mesmos preconceitos.

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O refinamento de prompts é um processo contínuo.

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Envolve testes,

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avaliação, resultados,

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refinando e testando novamente.

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Um bem trabalhado

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prompt pode desbloquear o potencial da IA,

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permitir avanços na investigação,

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novas descobertas,

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ou mesmo criações artísticas incríveis.

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É como esculpir.

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Cada ajuste traz você

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mais perto da sua obra-prima.

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Cada palavra, cada nuance em um

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é um passo para orientar o

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IA na direção certa.

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Dominar prompts é essencial

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para alcançar os melhores resultados.

DiLeaP AI: THIS MIGHT BE HELPFUL

Generative AI Prompts : Harnessing the Power of Models

In this video titled "Prompts in Generative AI: Harnessing the Power of Models," we delve into the mechanisms guiding the powerful algorithms of generative artificial intelligence. We begin by explaining the crucial role of prompts, those compasses that direct computational capacity towards specific areas of interest. Then, the complex nature of prompts is described, highlighting their essential characteristics: Contextualization, which anchors AI in a specific framework; Specificity, which sharpens the accuracy of results; and Stimulation, awakening the model's creativity. We conclude by illustrating the dynamic evolution of prompts in interactions, where a prompt shapes and is influenced by the previous output, evoking an interaction between the user and the model. Here is an in-depth overview of the art and science of prompts, revealing their invaluable importance in the rapidly expanding field of generative AI.

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

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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Societal Implications of Generative AI

The video explores generative AI, first presenting innovative applications like Google's DeepDream. It quickly addresses darker subjects, focusing on the ethical challenges of deepfakes, particularly their implications in terms of misinformation and national security. It also highlights issues of bias in AI, showing how training data can influence outcomes. A key point is the erosion of the concept of truth, where generative AI can sow distrust in the media and exacerbate social polarization. The video also acknowledges the opportunities offered by AI, while highlighting the tension between innovation and the need for regulation. It concludes by emphasizing the importance of education in navigating this complex landscape.

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This video provides a methodological roadmap for brainstorming future applications of generative AI. It begins with an introduction to the basics of generative AI and its relevance in the current technological ecosystem. The method uses proven techniques such as Mind Mapping to map out ideas, the Six Thinking Hats method to consider various perspectives and the Future Scenario Technique to project visions of AI's future. These methods will help participants navigate, collaborate, and envision innovative applications of generative AI across various sectors, while considering the ethical and societal implications.

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1428 views

Navigating the Neural Forest : Secrets of AI Prompts Video

DiLeaP AI: THIS MIGHT BE HELPFUL

Generative AI Prompts : Harnessing the Power of Models

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

Creative Symbiosis : When Generative AI Shapes Our Future

Societal Implications of Generative AI

From Data to Discoveries : The Art of Innovation with Generative AI

RELATED COURSES This video is part of the following courses

Part 05 - Mastering Prompts for Generative AI: Creation, Evaluation, and Best Practices