Generative AI Prompts : Harnessing the Power of Models Video

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.

3:01
1334 views

Generative AI
New

00:00:05

Generative AI where powerful

00:00:07

algorithms meet ingenious prompts.

00:00:09

But what makes a prompt so

00:00:11

central in this dynamic?

00:00:13

Prompts act as compasses,

00:00:15

guiding the vast computational

00:00:17

capabilities of AI.

00:00:18

Rather than letting the model wander freely,

00:00:21

prompts channel exploration

00:00:22

towards areas of interest.

00:00:24

They are not mere requests.

00:00:26

They trigger reflections,

00:00:27

invoke memories stored in the models,

00:00:30

and can initiate complex responses.

00:00:33

To understand better, let's

00:00:35

dissect a prompt contextualization.

00:00:37

It sets the framework. By anchoring

00:00:39

the AI in a specific context,

00:00:41

you give a clear direction.

00:00:43

It's like telling a translation machine

00:00:45

that it operates between French and English

00:00:47

and not between 10 other languages.

00:00:49

Specificity. It shapes precision.

00:00:53

Open AI's work with GPT 4 has shown

00:00:55

that the way you formulate a prompt

00:00:58

can greatly affect the results.

00:01:00

It's the difference between asking

00:01:02

for a description of a cat and

00:01:05

asking for a detailed biological

00:01:07

description of Feliz Catus stimulation.

00:01:09

It's about provoking the AI's creativity.

00:01:12

A stimulating prompt can push AI

00:01:15

to create content that is not only

00:01:18

informative but also imaginative.

00:01:20

It's the nuance between telling a story

00:01:22

and describing a meeting between an

00:01:24

astronaut and a mermaid on the moon.

00:01:26

Prompts can also evolve with

00:01:29

generative models.

00:01:29

Using outputs as successive inputs

00:01:32

allows for smoother interaction,

00:01:34

almost like a natural conversation.

00:01:36

Here's a more detailed explanation.

00:01:38

Generative AI models don't just operate

00:01:40

in a single question answer mode.

00:01:43

They can be used in interactive

00:01:45

scenarios that resemble dialogues.

00:01:47

For example,

00:01:48

suppose you provide an initial

00:01:49

prompt to GPT 3 prompt.

00:01:51

Tell me a story about a dragon AI response.

00:01:55

In a distant Kingdom,

00:01:56

a dragon named Zephyr lived in the mountains.

00:01:59

Unlike other Dragons,

00:02:01

Zephyr preferred peace to treasures.

00:02:03

Now, instead of providing a new,

00:02:05

unrelated prompt,

00:02:06

you can continue from the

00:02:08

previous response Prompt.

00:02:09

Why did Zephyr prefer peace to treasures?

00:02:13

AI response Zephyr had seen the

00:02:15

ravages that the quest for treasures

00:02:17

had caused among humans and Dragons.

00:02:20

He had witnessed many wars and

00:02:22

lost dear friends.

00:02:23

For him,

00:02:23

peace was the most precious treasure.

00:02:26

Here,

00:02:26

the second prompt is based

00:02:28

on the output of the first.

00:02:30

These successive interactions can continue,

00:02:32

creating a dialogue that evolves over time.

00:02:35

This type of dynamic prompt output

00:02:37

prompt interaction creates an

00:02:39

interaction that can seem more

00:02:41

fluid or natural as it simulates A

00:02:44

continuous conversation with the model.

00:02:46

Prompts are the beating heart

00:02:48

of generative AI.

00:02:49

By understanding and using

00:02:50

them strategically,

00:02:51

we shape the future of automatic generation.

00:02:54

The discovery is just beginning.

00:00:05

IA generativa onde poderosa

00:00:07

algoritmos atendem a prompts engenhosos.

00:00:09

Mas o que torna um prompt tão

00:00:11

central nesta dinâmica?

00:00:13

Os prompts funcionam como bússolas,

00:00:15

guiando o vasto computacional

00:00:17

capacidades da IA.

00:00:18

Em vez de deixar o modelo vagar livremente,

00:00:21

solicita a exploração do canal

00:00:22

para áreas de interesse.

00:00:24

Não são meros pedidos.

00:00:26

Desencadeiam reflexões,

00:00:27

invocar memórias armazenadas nos modelos,

00:00:30

e pode iniciar respostas complexas.

00:00:33

Para entender melhor, vamos

00:00:35

dissecar uma contextualização imediata.

00:00:37

Estabelece o enquadramento. Por ancoragem

00:00:39

a IA num contexto específico,

00:00:41

você dá uma direção clara.

00:00:43

É como contar a uma máquina de tradução

00:00:45

que opera entre francês e inglês

00:00:47

e não entre 10 outras línguas.

00:00:49

Especificidade. Ele molda a precisão.

00:00:53

O trabalho da Open AI com GPT 4 mostrou

00:00:55

que a maneira como você formula um prompt

00:00:58

pode afetar grandemente os resultados.

00:01:00

É a diferença entre perguntar

00:01:02

para uma descrição de um gato e

00:01:05

solicitando um biológico detalhado

00:01:07

descrição da estimulação de Feliz Catus.

00:01:09

Trata-se de provocar a criatividade da IA.

00:01:12

Um prompt estimulante pode impulsionar a IA

00:01:15

para criar conteúdo que não seja apenas

00:01:18

informativo, mas também imaginativo.

00:01:20

É a nuance entre contar uma história

00:01:22

e descrevendo um encontro entre um

00:01:24

astronauta e uma sereia na lua.

00:01:26

Os prompts também podem evoluir com

00:01:29

modelos generativos.

00:01:29

Usando saídas como entradas sucessivas

00:01:32

permite uma interação mais suave,

00:01:34

quase como uma conversa natural.

00:01:36

Aqui está uma explicação mais detalhada.

00:01:38

Os modelos de IA generativa não operam apenas

00:01:40

em um único modo de resposta a perguntas.

00:01:43

Eles podem ser usados em

00:01:45

cenários que se assemelham a diálogos.

00:01:47

Por exemplo

00:01:48

Suponha que você forneça uma inicial

00:01:49

prompt para GPT 3 prompt.

00:01:51

Conte-me uma história sobre uma resposta de IA de dragão.

00:01:55

Num Reino distante,

00:01:56

um dragão chamado Zéfiro vivia nas montanhas.

00:01:59

Ao contrário de outros dragões,

00:02:01

Zéfiro preferiu a paz aos tesouros.

00:02:03

Agora, em vez de fornecer um novo,

00:02:05

prompt não relacionado,

00:02:06

Pode continuar a partir da seringa

00:02:08

prompt de resposta anterior.

00:02:09

Por que Zéfiro preferiu a paz aos tesouros?

00:02:13

Resposta da IA Zephyr tinha visto o

00:02:15

devasta que a busca por tesouros

00:02:17

tinha causado entre humanos e dragões.

00:02:20

Ele tinha testemunhado muitas guerras e

00:02:22

perdeu amigos queridos.

00:02:23

Para ele,

00:02:23

A paz era o tesouro mais precioso.

00:02:26

Aqui,

00:02:26

o segundo prompt é baseado

00:02:28

na saída do primeiro.

00:02:30

Estas interações sucessivas podem continuar,

00:02:32

criar um diálogo que evolua ao longo do tempo.

00:02:35

Este tipo de saída de prompt dinâmico

00:02:37

A interação imediata cria um

00:02:39

interação que pode parecer mais

00:02:41

fluido ou natural, pois simula A

00:02:44

Conversa contínua com o modelo.

00:02:46

Prompts são o coração batendo

00:02:48

de IA generativa.

00:02:49

Compreendendo e usando

00:02:50

estrategicamente,

00:02:51

Moldamos o futuro da geração automática.

00:02:54

A descoberta está apenas começando.

DiLeaP AI: THIS MIGHT BE HELPFUL

Creative Symbiosis : When Generative AI Shapes Our Future

Dive into the revolutionary world of "Creative Symbiosis: When Generative AI Shapes Our Future", an essential guide on how Artificial Intelligence (AI) is transforming creativity across various fields. This meticulously crafted video begins with a captivating introduction to the vast universe of generative AI. It then takes us into the fascinating world of visual art with DeepArt.io, merging Picasso's strokes with modernity. The narrative quickly takes a journalistic turn, highlighting Heliograf's innovative approach in journalism. Architecture flourishes thanks to Stanislas Chaillou, blending tradition and technology. Art enthusiasts will be dazzled by 'Edmond de Belamy', a portrait born from the heart of AI. MuseNet enchants with its cross-genre melodies, followed by NVIDIA's cinematic magic and hyper-realistic faces. Fashion enthusiasts will be seduced by Adidas shoe designs propelled by AI. The story delves into technology with image restoration reinvented by NVIDIA, while highlighting the eco-friendly side of AI with reforestation projects. Finally, it explores the academic world, showing how education is enhanced by tailor-made resources. Immerse yourself in this visual delight and discover the confluence between human ingenuity and machine prowess.

3:46
1464 views

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.

2:39
1196 views

The Essence of Generative AI in Artistic Creation

Art and technology merge in this video titled "The Essence of Generative AI in Artistic Creation". This exploration begins by highlighting the revolutionary role of AI in the current artistic landscape. Emphasizing how each era is shaped by its technological innovations. We question the synergy between human creativity and AI. How artists guide and influence AI productions to create unique works of art. The challenges and perspectives of this intersection between art and technology are also addressed. From ethical questions to the redefinition of creativity. In conclusion, concrete examples of AI-generated artistic works are presented. Illustrating this fascinating dance between code and creativity. This visual journey offers a profound insight into how AI is redrawing the boundaries of artistic expression.

1:27
1317 views

Navigating the Neural Forest : Secrets of AI Prompts

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

What is Generative AI ?

Generative Artificial Intelligence, or generative AI, refers to a set of systems that use machine learning to produce results that are not merely predictions or decisions based on incoming data, but rather new data or information that was not explicitly present in the input data.

2:40
1497 views

Generative AI Prompts : Harnessing the Power of Models Video

DiLeaP AI: THIS MIGHT BE HELPFUL

Creative Symbiosis : When Generative AI Shapes Our Future

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

The Essence of Generative AI in Artistic Creation

Navigating the Neural Forest : Secrets of AI Prompts

What is Generative AI ?

RELATED COURSES This video is part of the following courses

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