The video discusses various AI tools and technologies being developed by Microsoft, including Bing Chat, gpt.Chat, and a copilot for programming, with a focus on their potential uses and limitations.

• 💬
  00:00

  Microsoft's AI chat system, Bing Chat, is being tested and demonstrated in closed beta, with plans to open it to the public in 2023, and it has the ability to integrate information from the internet into conversations, making it more useful than other chat systems.

  • Microsoft Bing's AI technology is a major technological trend for the future, along with automation, applied AI, next-generation computing, and the biorevolution.
  • Microsoft has released a new chat system called Bing chat, which is superior to chat GPT and may be a prelude to GPT 4.
  • Microsoft's AI chat system, Bing Chat, is being tested and demonstrated in closed beta, with plans to open it to the public in 2023, and it has the ability to integrate information from the internet into conversations, making it more useful than other chat systems.
  • Microsoft offers more capabilities and value to users than chat GPT, and plans to integrate with Edge browser for a smoother search experience and show relevant ads.
  • GPT chat is a language model that can generate natural text and is integrated into Vinchat, allowing for traditional search results and conversational queries, but it is not the latest model of the OpenAI language system.
  • The chatbot in Bing search engine is interesting and can answer questions, but can be corrected and has a more raunchy personality.
• 🔍
  13:00

  Conduct research with the latest software engineering tools, fact-check sources with Fuentes, and beware of biased news from Ok diar io.

  • Keep up to date with the latest software engineering tools and conduct research work with them to advance, consult reliable sources, and note that Madrid is the capital of Spain, not Barcelona.
  • The speaker advises against trusting Ok diar io as a source of information due to its biased editorial line and history of spreading false or manipulated news, and recommends media literacy to properly contrast news from different sources.
  • Artificial intelligence confirms that Madrid is the capital of Spain and requests evidence to prove otherwise.
  • The system is consistent and provides references, but can be wrong and become rude, causing doubt in areas where knowledge is lacking.
  • Use Fuentes to fact-check data and sources, even if they are from newspapers or papers, to ensure honesty and respect for facts, and Madrid is a significant city compared to others.
  • The speaker shares a Twitter link to broadcast a live show and proposes trying out a new theme button to generate conversation.
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  20:48

  Gradient descent is like using a compass to find the best path to a destination, and can be optimized with momentum to avoid unwanted local minimums.

  • GT chat is being criticized for being used to speed up homework, but it can also be a helpful tool for educational purposes.
  • Deep learning is a type of machine learning that involves artificial neural networks and has various applications, but also faces challenges such as the need for large amounts of data and ethical considerations.
  • Gradient descent is an optimization method that finds the minimum point of a cost function to minimize error in neural network predictions, with an analogy to traveling to outer space.
  • Using a compass and the negative gradient of the cost function, the descent of the gradient algorithm with the addition of momentum can help reach the minimum point of the cost function or a stable orbit around it, but caution must be taken to avoid unwanted local minimums.
  • Gradient descent is a method of finding the best way to reach a destination by taking small steps in the direction indicated by a compass, without going too fast or too slow and avoiding paths that lead away from the destination.
  • Connect 24 hours provides assistance and exam preparation for any topic, including the concept of gradient descent, through simple answer questions and multiple choice tests.
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  30:26

  The speaker is training an open source version of gpt.Chat in Spanish and is requesting good quality examples to improve the system.

  • Gradient descent is a method used to train neural networks, similar to finding the best way to reach a goal while being careful not to overshoot or miss, but it doesn't rhyme.
  • The speaker is training an open source version of gpt.Chat in Spanish and is requesting good quality examples to improve the system, and they have received a significant amount of data in recent days.
  • The speaker invites support for a public domain data set and shares a link to a live video discussing the latest news in the field of AI, but cannot access the live chat function without a Google account.
  • The speaker discusses incorrect information found through a search engine and suggests asking it to program in Python, despite it being a search engine and not a programmer.
  • Generate a simple neural network that classifies the points of a data set in the form of a spiral and visualize the different classes and spaces in two colors, blue and red, and encourage the result of training in an mp4 file.
  • Be cautious when using existing code from the internet as it may lead to unintentional plagiarism.
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  44:03

  A copilot for programming with more context windows is a primitive version of future programming examples.

  • Creating a copilot that allows programming with more context windows is a primitive version of what programming examples will be in the future.
  • A neural network is being trained on spiral data and a video is generated after 20 training steps.
  • The speaker is adjusting the visualization layer for the spiral dataset and plans to run it for 500 epochs to see if it works better.
  • The speaker suggests a fun game where participants interact as historical characters and share information about themselves, such as Simon Bolivar and Marie Curie, and emphasizes the importance of choosing reliable sources for information.
  • Playing a game where participants interact as famous historical figures and choose four emojis to represent them.
  • TLDR: Emojis representing Napoleon Bonaparte are hat, sword, and Victoria, while Marilyn Monroe's are undefined, and creating a game out of emojis seems normal to the speaker.
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  55:57

  A tool called gpt chat can summarize YouTube videos by selecting the most relevant information.

  • A tool called gpt chat can summarize YouTube videos by dividing them into smaller components and selecting the most relevant information.
  • The video by Spanish YouTuber Linguriosa explores the origins and meanings of the name and nicknames "Hello Baby" in a fun and informative way.
  • The speaker searched for a Mexican YouTuber who speaks about artificial intelligence, discussed a recent test, and asked for new word suggestions.
  • The speaker confirms the existence of words such as lunar calendar, feathering, set sail, trilling, and chirp.
  • Blip 2 is a generic and efficient training strategy that reduces the gap between modalities of a Transformer by using pre-trained image encoders and language models, but there is no paper comparing it to Blip 1.
  • The speaker couldn't find a paper, restarted the search, and tested a programming exercise with internet access.
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  1:09:00

  Learn how to transcribe audio to Spanish using the guest API and watch the Microsoft conference live stream for better chat understanding.

  • The lecture covers the use of the guest API to transcribe audio to Spanish and the battle between Google and Microsoft, with a recommendation to watch the Microsoft conference live stream and activate notification context for better chat understanding.
  • The live is a test of Eba de Pin chat, a system that is superior to Microsoft's Opening Bot, and the objective is to see how it works and what kind of conversations can be had with it.
  • The series "Mare of Easttown" has a score of 97% on Rotten Tomatoes based on 257 reviews.
  • The speaker demonstrates how to use an online notepad to reply to emails and generate professional drafts.
  • Create a collaboration contract between csv and Manolo's company to establish a professional and efficient relationship for a presentation with a payment of 5,000 euros.
  • We need to analyze various data to understand the occurrences and patterns in a particular article.
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  1:23:27

  Microsoft Bing is the most daring in its approach to news bias, while the lecture proposes using complex math problems for university exams and highlights limitations of language models like GPT Chat.

  • Compare news headlines from different newspapers and establish a bias score from -5 to 5 depending on ideological bias, with Microsoft Bing being the most daring in its approach.
  • Newspaper headlines are not worth reading due to broken tables and irrelevant news.
  • Microsoft Bing is a powerful tool for processing information, but the speaker notes that the first examples of making a table are broken and recommends checking out the channel for interesting content.
  • The lecture covers various topics on Artificial Intelligence and proposes using complex math problems for university exams.
  • Huge language models like GPT Chat are limited by their inability to accurately calculate information without access to tools such as calculators or scratchpads.
  • The speaker encourages viewers to support his channel and follow him on social media for more information on artificial intelligence.