O que IAs podem fazer? | Exemplos de Ferramentas

Fabio Akita

29 Nov 202314:56

Summary

TLDRThe transcript discusses AI tools like ChatGPT that are being incorporated into daily life. It explains how large language models like GPT work, emphasizing they don't have true intelligence or consciousness. The speaker shows how AI can help generate video and audio content, and talks about helpful programming tools that integrate GPT. Overall the video explores current AI capabilities, dispelling hype while showing useful applications.

Takeaways

🙂 ChatGPT and similar AI tools have been increasingly incorporated into daily routines, especially with the excitement around ChatGPT 4 and its new features.
👨‍💻 The episode discussing the temporary ousting of OpenAI's CEO, Sam Altman, highlights ongoing controversies and internal drama within the tech community.
🧐 Current AI discussions are still in a primitive stage, with examples like LLMs (Large Language Models) being advanced but lacking true cognition or consciousness.
🚨 There's skepticism about reaching AGI (Artificial General Intelligence) anytime soon, with significant breakthroughs still required to achieve true digital consciousness.
🚀 Despite advancements, tools like ChatGPT are primarily sophisticated text generators, not indicative of human-like intelligence or reasoning abilities.
📲 The integration of AI in various domains, from video editing to customer service, demonstrates its utility in automating repetitive tasks rather than replacing human creativity.
📚 The script emphasizes the distinction between AI technologies like machine learning, deep learning, and LLMs, clarifying that 'AI' encompasses a variety of techniques.
🎥 Examples of AI-driven content creation and editing tools, such as Hey Jum and Eleven Labs, showcase the potential to generate highly realistic videos and voiceovers.
📈 AI tools are reshaping professions by automating low-value tasks, but they also augment high-skill jobs by streamlining complex processes like code generation and design.
🔍 The dynamic and volatile nature of the AI market is highlighted, with new tools emerging and disappearing regularly, making continuous learning and adaptation essential.

Q & A

What was the purpose of the experimental episode mentioned in the script?
-The purpose was to discuss the incorporation and opinions on AI tools like ChatGPT in daily life, not as an extensive review of all AI tools but focusing on those the speaker has experimented with and found useful.
What significant event involving OpenAI's CEO, Sam Altman, is mentioned?
-The script mentions a controversial episode where OpenAI's board decided to fire CEO Sam Altman without explanation, leading to employee threats to leave for Microsoft, which resulted in the decision being reversed.
What is AGI, and how does it relate to current AI technologies like LLMs?
-AGI, or Artificial General Intelligence, is the concept of a machine with the ability to understand, learn, and apply knowledge in a way that matches or surpasses human intelligence. Current AI technologies like LLMs (Large Language Models) are far from achieving AGI, as they lack true cognition and consciousness.
What is the main function of GPT as described in the script?
-GPT is described as a highly sophisticated text generator that continues text from where the user stops typing, without involving reasoning or cognition, and lacks human-like intelligence.
How did the speaker experiment with creating their own GPT character?
-The speaker experimented by creating a character named John Carmack and conversed with it, demonstrating the ability to generate text based on an initial prompt simulating a specific behavior or persona.
What advancements in AI and machine learning are mentioned for video editing and noise reduction?
-The script mentions advancements like the DaVinci Resolve's ability to re-light a scene using AI to analyze depth and position lights in 3D space, and its capability to isolate a speaker's voice from background noise, improving audio quality.
What is Adobe Firefly, and how does it differ from other image generation tools?
-Adobe Firefly is described as a tool similar to DALL-E or MidJourney, but it's trained exclusively on images with permissible copyright, reducing the risk of copyright infringement.
How does the script illustrate the impact of AI on job automation?
-The script discusses that AI will automate jobs that are simple and repetitive, not because AI has become overly intelligent, but because those jobs are inherently simple, citing examples like self-service checkouts and ordering systems.
What limitations of ChatGPT are mentioned, and what solution is proposed?
-A limitation mentioned is ChatGPT's lack of memory for previous conversations, starting each new interaction from scratch. A proposed solution is using tools like isel.io to process and embed documents into a database, enabling more contextual conversations based on uploaded documents.
What future outlook on AI and AGI is provided in the script?
-The script suggests that while we are far from achieving AGI and it remains in the realm of science fiction, the current state of AI technology is already highly capable and useful for tasks like content creation, indicating potential for future advancements to produce more natural results.

Outlines

00:00

😊 Intro to AI tools used daily

The paragraph introduces chatGPT and other AI tools that are used daily. It mentions the hype around GPT-4 capabilities to make your own GPT. It reiterates opinions about general AI and explains that current AI is far from true intelligence or consciousness.

05:02

😮 Examples of AI automation

The paragraph provides examples of jobs already being automated without needing advanced AI, like cashiers and fast food order taking. It mentions that basic templates and tools like Squarespace enable people to build websites without coding knowledge.

10:04

📷 Adobe and video editing AI integration

The paragraph demonstrates AI capabilities by explaining how this entire video was made with AI, using services like Reyeen and ElevenLabs. It gives examples of how video editing tools like DaVinci Resolve use AI for noise reduction and content filling. It recommends YouTube channels to learn more.

Mindmap

Keywords

💡Artificial Intelligence

Artificial intelligence (AI) refers to machine intelligence that mimics human cognitive functions. The video discusses different types of AI like general AI, large language models (LLMs), and more. It argues we are still far from developing true general AI with consciousness.

💡LLMs

Large language models (LLMs) are a type of artificial intelligence focused on generating human-like text. The video explains LLMs power chatbots like ChatGPT. While advanced, LLMs lack true intelligence or reasoning abilities.

💡Automation

The automation of jobs is a major theme. The video argues basic jobs like cashiers are being automated without needing advanced AI. LLMs likewise automate basic writing tasks.

💡Consciousness

Whether machines can develop consciousness like humans have is debated. The video argues today's AI lacks anything resembling human consciousness or cognition despite advances.

💡Dangers of AI

The speaker disputes claims we are close to developing dangerous general AI or "Skynet." Current AI cannot match human imagination or consciousness.

💡Video generation

The speaker showcases AI's ability to generate synthetic video and audio using sites like ElevenLabs. This illustrates AI's progress while exposing its limitations.

💡Programming

For programmers, the video recommends AI coding assistants like GitHub Copilot for automating repetitive coding tasks, freeing them to focus on higher-value work.

💡Text generation

Text generation is a major LLMs capability. The speaker advocates using ChatGPT and similar tools to assist with writing emails, documentation, and more.

💡Limitations

Despite AI's progress, the video emphasizes it still faces major limitations. LLMs cannot persist memories, lack context and reasoning, and more.

💡Future developments

The rapid evolution of AI means new tools frequently emerge while others disappear. This volatility means we cannot predict long-term trends.

Highlights

This is an experimental short video, more for fun this time I want to talk a bit about AI chat tools like ChatGPT that I have incorporated into my daily life.

What is called AI today are large language models (LLMs) and LLMs are basically like your cell phone's autocorrect but more highly glorified.

With GPT-4 advances, even if GPT-5 is twice or triple or 10 times better than GPT-4, we are still not close to AGI which is general artificial intelligence.

The current stage of AI does not have good definitions for things like intelligence or consciousness, our definitions today are extremely primitive.

Fears that AI will replace many people's jobs are real, particularly because there are many activities that are merely copy and paste, very simple to automate.

Market of templates itself has lowered the cost of what used to be expensive and time consuming work for most people. This alone is enough and again we don't even need AI for this.

Many famous brands like Black Magic and Adobe have already integrated AI capabilities into video editing software like DaVinci Resolve or Adobe After Effects.

For text generation I don't need to waste time explaining how great ChatGPT is for writing summaries, disposable texts like a more formal email, same for GitHub Copilot.

Copilot helps a lot with repetitive, tedious tasks I always found annoying. A Copilot or GPT helps a lot and I recommend using it.

From the terminal I can ask about commands I don't remember all the options for by heart, like how to run a Docker container that deletes itself afterwards to not leave mess behind.

If you don't know how to discern good and bad code snippets obviously you are not a professional programmer.

Tools like Anthropic's Claude create an extended memory for conversations with ChatGPT, allowing you to reference previous information.

I'm not going to list every ChatGPT integrated tool because many appear and disappear daily, it's better to just Google the most famous tools of the time.

This is a short video, was just to chat about AI and experiment what it would be like to make a whole episode with AI.

If you liked the video, like, subscribe, click the bell, and share with your friends. See you later!