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.
- 2:39
- 1439 views
-
OneDrive - What is OneDrive ?
- 01:14
- Viewed 1578 times
-
Copilot - Use Copilot with Right-Click
- 01:45
- Viewed 896 times
-
Outlook - Create and modify a group
- 2:19
- Viewed 4356 times
-
OneDrive - Edit, Delete a Share
- 02:16
- Viewed 1042 times
-
Power BI - Introduction to Power Bi
- 1:29
- Viewed 6381 times
-
Teams Premium - Activate the features of Teams Premium
- 3:48
- Viewed 13721 times
-
Teams Premium - Optimize Teams Premium settings in Administration
- 1:27
- Viewed 2608 times
-
Viva Engage - The role of an administrator
- 2:22
- Viewed 4821 times
-
Composing with AI : Exploring AIVA and Generative Music
- 2:04
- Viewed 2190 times
-
Societal Implications of Generative AI
- 5:58
- Viewed 1953 times
-
Deciphering AI-Assisted Marketing: Navigating Personalization, Ethics, and User Engagement in the Digital Age
- 5:34
- Viewed 1856 times
-
AI & Education : Technological Innovation Redefining Learning
- 2:23
- Viewed 1826 times
-
What is Generative AI ?
- 2:40
- Viewed 1818 times
-
Generative AI : Between Extreme Personalization and Digital Ethics
- 2:17
- Viewed 1812 times
-
Optimizing Customer Journeys with AI: A Deep Dive
- 4:39
- Viewed 1797 times
-
History of Generative AI
- 5:27
- Viewed 1783 times
-
AI in Education : Technology and Innovation in Teacher Training
- 3:31
- Viewed 1764 times
-
The Impact of Generative AI on Truth and Trust
- 3:16
- Viewed 1739 times
-
Generative AI : Revolution, Efficiency, and Applications in the Modern World
- 1:52
- Viewed 1736 times
-
Creative Symbiosis : When Generative AI Shapes Our Future
- 3:46
- Viewed 1728 times
-
Writing with Intelligence : Exploring GPT-4's Capabilities in Generative Writing
- 2:21
- Viewed 1707 times
-
From Data to Discoveries : The Art of Innovation with Generative AI
- 4:38
- Viewed 1690 times
-
Image and Video Manipulation : The Impact of Deepfakes
- 1:51
- Viewed 1677 times
-
The Impact of AI in the World of Science
- 1:44
- Viewed 1637 times
-
Adaptation Strategies for Organizations and Individuals
- 3:49
- Viewed 1632 times
-
Generative AI Prompts : Harnessing the Power of Models
- 3:01
- Viewed 1605 times
-
The Essence of Generative AI in Artistic Creation
- 1:27
- Viewed 1600 times
-
Generative AI in Marketing : Revolutionize Your Advertising Campaigns
- 4:09
- Viewed 1595 times
-
Keys to Success, Pitfalls to Avoid, and Best Practices
- 2:29
- Viewed 1563 times
-
AI and Automated Assessment
- 4:55
- Viewed 1562 times
-
Educational Revolution : Shaping the Future of Learning with Artificial Intelligence
- 6:39
- Viewed 1549 times
-
Discovering Plugins in Chat GPT-4 : Maximizing Generative AI's Capabilities
- 2:12
- Viewed 1538 times
-
DALL·E : Turning Words into Artworks
- 1:18
- Viewed 1527 times
-
Other Wonders of AI : The Revolution in Image Creation
- 1:19
- Viewed 1519 times
-
AI in Professional and Continuing Education
- 2:26
- Viewed 1518 times
-
Exploring Innovation: Applications of Generative AI in Modern Commerce
- 3:25
- Viewed 1481 times
-
Generative AI in the Digital Space : From Ideation to Presentation
- 2:09
- Viewed 1462 times
-
AI & Education : Interactive Learning and Adaptive Assessment
- 2:55
- Viewed 1457 times
-
Midjourney : The Symbiosis of Imagination and AI
- 1:32
- Viewed 1449 times
-
Navigating the Neural Forest : Secrets of AI Prompts
- 2:05
- Viewed 1438 times
-
Advanced Data Analysis with Chat GPT-4 : Unleashing the Power of Data Analysis
- 2:17
- Viewed 1315 times
-
Deep Dive into NVIDIA Omniverse in 3D Modeling
- 2:25
- Viewed 1133 times
-
Shaping the Educational Future : AI, Diversity, Inclusion & Innovative Case Studies
- 3:48
- Viewed 1061 times
-
Make changes to a text
- 01:05
- Viewed 278 times
-
Create an insights grid
- 01:19
- Viewed 269 times
-
Use the narrative Builder
- 01:31
- Viewed 224 times
-
Modify with Pages
- 01:20
- Viewed 196 times
-
Connect Copilot to a third party app
- 01:11
- Viewed 195 times
-
Use a Copilot Agent
- 01:24
- Viewed 194 times
-
Generate and manipulate an image in Word
- 01:19
- Viewed 190 times
-
Configurate a page with copilot
- 01:47
- Viewed 185 times
-
Other Coaches
- 01:45
- Viewed 184 times
-
Share a document with copilot
- 00:36
- Viewed 183 times
-
Microsoft Copilot Academy
- 00:42
- Viewed 183 times
-
Create Outlook rules with Copilot
- 01:12
- Viewed 182 times
-
Describe a copilot agent
- 01:32
- Viewed 179 times
-
Analyze a video
- 01:21
- Viewed 178 times
-
Generate the email for the recipient
- 00:44
- Viewed 172 times
-
Generate and manipulate an image in PowerPoint
- 01:47
- Viewed 171 times
-
Use the Copilot pane
- 01:12
- Viewed 170 times
-
Prompt coach
- 02:49
- Viewed 168 times
-
Modify, Share, and Install an Agent
- 01:43
- Viewed 164 times
-
Process text
- 01:03
- Viewed 158 times
-
Configure a Copilot Agent
- 02:39
- Viewed 155 times
-
Rewrite with Copilot
- 01:21
- Viewed 154 times
-
Agents in SharePoint
- 02:44
- Viewed 147 times
-
Install and access Copilot Studio in Teams
- 01:38
- Viewed 105 times
-
Create an agent for a team
- 01:53
- Viewed 105 times
-
Publish the agent and make it accessible
- 01:39
- Viewed 104 times
-
Create a first action
- 01:59
- Viewed 101 times
-
Create an agent with Copilot Studio
- 01:52
- Viewed 99 times
-
Add new actions
- 01:54
- Viewed 99 times
-
Access Copilot Studio
- 01:09
- Viewed 98 times
-
Manage topics
- 01:51
- Viewed 85 times
-
Distribute tasks within a team with ChatGPT
- 01:26
- Viewed 84 times
-
Organize an action plan with Copilot and Microsoft Planner
- 01:31
- Viewed 62 times
-
Structure and optimize team collaboration with Copilot
- 02:28
- Viewed 61 times
-
Copilot Studio agent settings
- 01:33
- Viewed 58 times
-
Project mode
- 01:31
- Viewed 58 times
-
Manage knowledge sources
- 01:11
- Viewed 56 times
-
Generate a meeting summary with ChatGPT
- 01:24
- Viewed 56 times
-
Get started with Copilot Studio
- 01:25
- Viewed 55 times
-
Analyze the Copilot Studio agent
- 01:25
- Viewed 55 times
-
Copilot at the service of project reports
- 02:36
- Viewed 53 times
-
Develop and share a clear project follow-up with Copilot
- 02:18
- Viewed 53 times
-
Initiate a tracking table with ChatGPT
- 01:35
- Viewed 52 times
-
Initiate a project budget tracking table with Copilot
- 02:54
- Viewed 47 times
-
Initiate a project budget tracking table with Copilot
- 02:54
- Viewed 47 times
-
Develop and share a clear project follow-up with Copilot
- 02:18
- Viewed 53 times
-
Organize an action plan with Copilot and Microsoft Planner
- 01:31
- Viewed 62 times
-
Structure and optimize team collaboration with Copilot
- 02:28
- Viewed 61 times
-
Copilot at the service of project reports
- 02:36
- Viewed 53 times
-
Initiate a tracking table with ChatGPT
- 01:35
- Viewed 52 times
-
Distribute tasks within a team with ChatGPT
- 01:26
- Viewed 84 times
-
Generate a meeting summary with ChatGPT
- 01:24
- Viewed 56 times
-
Project mode
- 01:31
- Viewed 58 times
-
Create an agent for a team
- 01:53
- Viewed 105 times
-
Install and access Copilot Studio in Teams
- 01:38
- Viewed 105 times
-
Analyze the Copilot Studio agent
- 01:25
- Viewed 55 times
-
Publish the agent and make it accessible
- 01:39
- Viewed 104 times
-
Copilot Studio agent settings
- 01:33
- Viewed 58 times
-
Add new actions
- 01:54
- Viewed 99 times
-
Create a first action
- 01:59
- Viewed 101 times
-
Manage topics
- 01:51
- Viewed 85 times
-
Manage knowledge sources
- 01:11
- Viewed 56 times
-
Create an agent with Copilot Studio
- 01:52
- Viewed 99 times
-
Access Copilot Studio
- 01:09
- Viewed 98 times
-
Get started with Copilot Studio
- 01:25
- Viewed 55 times
-
Introduction to PowerBI
- 00:60
- Viewed 169 times
-
Introduction to Microsoft Outlook
- 01:09
- Viewed 160 times
-
Introduction to Microsoft Insights
- 02:04
- Viewed 159 times
-
Introduction to Microsoft Viva
- 01:22
- Viewed 164 times
-
Introduction to Planner
- 00:56
- Viewed 173 times
-
Introduction to Microsoft Visio
- 02:07
- Viewed 160 times
-
Introduction to Microsoft Forms
- 00:52
- Viewed 166 times
-
Introducing to Microsoft Designer
- 00:28
- Viewed 227 times
-
Introduction to Sway
- 01:53
- Viewed 143 times
-
Introducing to Word
- 01:00
- Viewed 167 times
-
Introducing to SharePoint Premium
- 00:47
- Viewed 149 times
-
Create a call group
- 01:15
- Viewed 203 times
-
Use call delegation
- 01:07
- Viewed 131 times
-
Assign a delegate for your calls
- 01:08
- Viewed 203 times
-
Ring multiple devices simultaneously
- 01:36
- Viewed 138 times
-
Use the "Do Not Disturb" function for calls
- 01:28
- Viewed 129 times
-
Manage advanced call notifications
- 01:29
- Viewed 143 times
-
Configure audio settings for better sound quality
- 02:08
- Viewed 174 times
-
Block unwanted calls
- 01:24
- Viewed 141 times
-
Disable all call forwarding
- 01:09
- Viewed 144 times
-
Manage a call group in Teams
- 02:01
- Viewed 135 times
-
Update voicemail forwarding settings
- 01:21
- Viewed 133 times
-
Configure call forwarding to internal numbers
- 01:02
- Viewed 125 times
-
Set call forwarding to external numbers
- 01:03
- Viewed 150 times
-
Manage voicemail messages
- 01:55
- Viewed 190 times
-
Access voicemail via mobile and PC
- 02:03
- Viewed 207 times
-
Customize your voicemail greeting
- 02:17
- Viewed 127 times
-
Transfer calls with or without an announcement
- 01:38
- Viewed 124 times
-
Manage simultaneous calls
- 01:52
- Viewed 133 times
-
Support third-party apps during calls
- 01:53
- Viewed 162 times
-
Add participants quickly and securely
- 01:37
- Viewed 133 times
-
Configure call privacy and security settings
- 02:51
- Viewed 132 times
-
Manage calls on hold
- 01:20
- Viewed 140 times
-
Live transcription and generate summaries via AI
- 03:43
- Viewed 128 times
-
Use the interface to make and receive calls
- 01:21
- Viewed 134 times
-
Draft a Service Memo
- 02:33
- Viewed 185 times
-
Extract Invoice Data and Generate a Pivot Table
- 03:26
- Viewed 172 times
-
Formulate a Request for Pricing Conditions via Email
- 02:32
- Viewed 254 times
-
Analyze a Supply Catalog Based on Needs and Budget
- 02:41
- Viewed 220 times
-
SharePoint Page Co-Editing: Collaborate in Real Time
- 02:14
- Viewed 90 times
-
Other Coaches
- 01:45
- Viewed 184 times
-
Agents in SharePoint
- 02:44
- Viewed 147 times
-
Prompt coach
- 02:49
- Viewed 168 times
-
Modify, Share, and Install an Agent
- 01:43
- Viewed 164 times
-
Configure a Copilot Agent
- 02:39
- Viewed 155 times
-
Describe a copilot agent
- 01:32
- Viewed 179 times
-
Rewrite with Copilot
- 01:21
- Viewed 154 times
-
Analyze a video
- 01:21
- Viewed 178 times
-
Use the Copilot pane
- 01:12
- Viewed 170 times
-
Process text
- 01:03
- Viewed 158 times
-
Create an insights grid
- 01:19
- Viewed 269 times
-
Generate and manipulate an image in PowerPoint
- 01:47
- Viewed 171 times
-
Interact with a web page with Copilot
- 00:36
- Viewed 190 times
-
Create an image with Copilot
- 00:42
- Viewed 279 times
-
Summarize a PDF with Copilot
- 00:41
- Viewed 182 times
-
Analyze your documents with Copilot
- 01:15
- Viewed 178 times
-
Chat with Copilot
- 00:50
- Viewed 170 times
-
Particularities of Personal and Professional Copilot Accounts
- 00:40
- Viewed 257 times
-
Data Privacy in Copilot
- 00:43
- Viewed 184 times
-
Access Copilot
- 00:25
- Viewed 279 times
-
Use a Copilot Agent
- 01:24
- Viewed 194 times
-
Modify with Pages
- 01:20
- Viewed 196 times
-
Generate and manipulate an image in Word
- 01:19
- Viewed 190 times
-
Create Outlook rules with Copilot
- 01:12
- Viewed 182 times
-
Generate the email for the recipient
- 00:44
- Viewed 172 times
-
Action Function
- 04:18
- Viewed 140 times
-
Search Function
- 03:42
- Viewed 191 times
-
Date and Time Function
- 02:53
- Viewed 172 times
-
Logical Function
- 03:14
- Viewed 258 times
-
Text Function
- 03:25
- Viewed 202 times
-
Basic Function
- 02:35
- Viewed 163 times
-
Categories of Functions in Power FX
- 01:51
- Viewed 190 times
-
Introduction to Power Fx
- 01:09
- Viewed 162 times
-
The New Calendar
- 03:14
- Viewed 286 times
-
Sections
- 02:34
- Viewed 172 times
-
Customizing Views
- 03:25
- Viewed 168 times
-
Introduction to the New Features of Microsoft Teams
- 00:47
- Viewed 274 times
-
Guide to Using the Microsoft Authenticator App
- 01:47
- Viewed 188 times
-
Turn on Multi-Factor Authentication in the Admin Section
- 02:07
- Viewed 148 times
-
Manual Activation of Multi-Factor Authentication
- 01:40
- Viewed 103 times
-
Concept of Multi-Factor Authentication
- 01:51
- Viewed 175 times
-
Use the narrative Builder
- 01:31
- Viewed 224 times
-
Microsoft Copilot Academy
- 00:42
- Viewed 183 times
-
Connect Copilot to a third party app
- 01:11
- Viewed 195 times
-
Share a document with copilot
- 00:36
- Viewed 183 times
-
Configurate a page with copilot
- 01:47
- Viewed 185 times
-
Use Copilot with Right-Click
- 01:45
- Viewed 896 times
-
Draft a Service Memo with Copilot
- 02:21
- Viewed 202 times
-
Extract Invoice Data and Generate a Pivot Table
- 02:34
- Viewed 225 times
-
Summarize Discussions and Schedule a Meeting Slot
- 02:25
- Viewed 291 times
-
Formulate a Request for Pricing Conditions via Email
- 02:20
- Viewed 355 times
-
Analyze a Supply Catalog Based on Needs and Budget
- 02:52
- Viewed 335 times
-
Retrieve Data from a Web Page and Include it in Excel
- 04:35
- Viewed 393 times
-
Create a Desktop Flow with Power Automate from a Template
- 03:12
- Viewed 340 times
-
Understand the Specifics and Requirements of Desktop Flows
- 02:44
- Viewed 210 times
-
Dropbox: Create a SAS Exchange Between SharePoint and Another Storage Service
- 03:34
- Viewed 353 times
-
Excel: List Files from a Channel in an Excel Workbook with Power Automate
- 04:51
- Viewed 224 times
-
Excel: Link Excel Scripts and Power Automate Flows
- 03:22
- Viewed 230 times
-
SharePoint: Link Microsoft Forms and Lists in a Power Automate Flow
- 04:43
- Viewed 405 times
-
SharePoint: Automate File Movement to an Archive Library
- 05:20
- Viewed 199 times
-
Share Power Automate Flows
- 02:20
- Viewed 194 times
-
Manipulate Dynamic Content with Power FX
- 03:59
- Viewed 198 times
-
Leverage Variables with Power FX in Power Automate
- 03:28
- Viewed 185 times
-
Understand the Concept of Variables and Loops in Power Automate
- 03:55
- Viewed 199 times
-
Add Conditional “Switch” Actions in Power Automate
- 03:58
- Viewed 233 times
-
Add Conditional “IF” Actions in Power Automate
- 03:06
- Viewed 169 times
-
Create an Approval Flow with Power Automate
- 03:10
- Viewed 365 times
-
Create a Scheduled Flow with Power Automate
- 01:29
- Viewed 587 times
-
Create an Instant Flow with Power Automate
- 02:18
- Viewed 340 times
-
Create an Automated Flow with Power Automate
- 03:28
- Viewed 330 times
-
Create a Simple Flow with AI Copilot
- 04:31
- Viewed 309 times
-
Create a Flow Based on a Template with Power Automate
- 03:20
- Viewed 277 times
-
Discover the “Build Space”
- 02:26
- Viewed 195 times
-
The Power Automate Mobile App
- 01:39
- Viewed 202 times
-
Familiarize Yourself with the Different Types of Flows
- 01:37
- Viewed 196 times
-
Understand the Steps to Create a Power Automate Flow
- 01:51
- Viewed 285 times
-
Discover the Power Automate Home Interface
- 02:51
- Viewed 191 times
-
Access Power Automate for the Web
- 01:25
- Viewed 301 times
-
Understand the Benefits of Power Automate
- 01:30
- Viewed 247 times
Objectifs :
This document aims to provide a comprehensive overview of the evolution and significance of prompts in natural language processing (NLP), highlighting their role in enhancing human-machine interaction and addressing the challenges of bias and specialization in AI.
Chapitres :
-
Introduction to Natural Language Processing
Natural language processing (NLP) is a vast field that encompasses the interaction between humans and machines through language. A fundamental component of NLP that is often underestimated is the concept of prompts. These prompts have evolved significantly over time, transforming from rudimentary commands into dynamic tools that facilitate human-like conversations. -
The Evolution of Prompts
Initially, prompts were simple and cryptic commands. However, with advancements in technology, they have transformed into more complex interactions, resembling questions and discussions. The introduction of neural networks, inspired by human biology, marked a significant turning point, allowing prompts to become active participants in conversations, capable of learning and personalizing responses based on user interactions. -
The Balance of Coherence and Precision
In the realm of prompts, there exists a delicate balance between coherence and precision. Coherence ensures that responses flow naturally, while precision guarantees that these responses are relevant to the user's query. Achieving this balance is considered the art of perfection in prompt design. -
Responsibility and Bias in Prompts
As we navigate the era of abundant information, it is crucial to address the responsibility that comes with prompt design. Prompts trained on large datasets can inherit biases present in the data. To combat this, scientists employ advanced algorithms, balancing techniques, and filtering methods to ensure that prompts reflect ideals of neutrality and impartiality. -
The Future of Specialized Prompts
Looking ahead, the era of generalist prompts may give way to highly specialized prompts tailored for specific fields such as medicine, law, and the arts. These specialized prompts would possess deep expertise, ready to assist users with precision and accuracy. -
Continuous Optimization of Prompts
Researchers around the world are engaged in the continuous quest to optimize prompts. Each improvement, no matter how small, has the potential to revolutionize human interaction with technology. Prompts are not merely tools; they serve as a bridge between humans and machines, facilitating dialogues that were once confined to the realm of science fiction. -
Conclusion
As we advance further into the era of artificial intelligence, it is essential to recognize the intricate work, art, and science behind prompts. They shape our digital future and influence how we, as humans, evolve alongside technology. Understanding the evolution and significance of prompts is crucial for harnessing their full potential in enhancing human-machine interactions.
FAQ :
What is Natural Language Processing?
Natural Language Processing (NLP) is a branch of artificial intelligence that enables computers to understand, interpret, and respond to human language in a meaningful way.
How have prompts evolved in NLP?
Prompts have evolved from simple, cryptic commands to dynamic, interactive queries that can engage in almost human-like conversations, thanks to advancements in technology and neural networks.
What role do neural networks play in NLP?
Neural networks are computational models that mimic the human brain's functioning. They enhance the capabilities of prompts by enabling them to learn from data and improve their responses over time.
Why is the balance between coherence and precision important in prompts?
Coherence ensures that responses are fluid and logical, while precision guarantees that the information provided is accurate and relevant. Balancing both is essential for effective communication.
What are biases in NLP, and how can they affect prompts?
Biases in NLP refer to the tendency of prompts to reflect unfair or inaccurate perspectives based on the data they are trained on. This can lead to skewed responses, which is why filtering and balancing techniques are crucial.
What are specialist prompts?
Specialist prompts are tailored prompts designed for specific fields, such as medical or legal, that provide expert-level assistance and guidance based on deep knowledge in those areas.
How can optimization improve NLP prompts?
Optimization involves refining and testing prompts to enhance their performance. Each improvement, no matter how small, can significantly revolutionize how we interact with technology.
Quelques cas d'usages :
Customer Support Automation
Businesses can implement NLP prompts to automate customer support, allowing for quick and accurate responses to common inquiries. This improves efficiency and customer satisfaction while reducing the workload on human agents.
Medical Diagnosis Assistance
In the healthcare sector, specialist prompts can assist medical professionals by providing accurate information and recommendations based on patient data, enhancing diagnostic accuracy and treatment planning.
Legal Document Review
Law firms can utilize NLP prompts to analyze legal documents, identifying key terms and relevant case law, which streamlines the review process and increases productivity.
Content Creation
Writers and marketers can leverage NLP prompts to generate ideas, draft content, and optimize text for SEO, significantly speeding up the content creation process while maintaining quality.
Personalized Learning Experiences
Educational platforms can use specialist prompts to create personalized learning experiences for students, adapting content and assessments based on individual progress and learning styles.
Glossaire :
Natural Language Processing (NLP)
A field of artificial intelligence that focuses on the interaction between computers and humans through natural language. It involves enabling machines to understand, interpret, and respond to human language in a valuable way.
Prompts
Instructions or commands given to a machine to elicit a response. In the context of NLP, prompts have evolved from simple commands to complex queries that can engage in human-like conversations.
Neural Networks
Computational models inspired by the human brain that are designed to recognize patterns and learn from data. They play a crucial role in enhancing the capabilities of prompts in NLP.
Coherence
The quality of being logical and consistent in communication. In prompts, coherence ensures that responses are fluid and make sense in context.
Precision
The accuracy and relevance of responses generated by prompts. Precision ensures that the information provided is specific and useful.
Bias
A tendency to favor one perspective over another, which can lead to unfair or inaccurate outcomes. In NLP, prompts can inherit biases from the data they are trained on.
Algorithms
A set of rules or calculations used to solve problems or perform tasks. In the context of NLP, advanced algorithms are used to filter and balance data to reduce bias.
Specialist Prompts
Prompts that are specifically trained for particular fields, such as medical or legal, providing expert-level assistance and guidance.
Optimization
The process of making something as effective or functional as possible. In NLP, optimization involves refining prompts to improve their performance and capabilities.