Summaries Artificial Intelligence and Technology The Impact of AI on Jobs: GPT3 Review by Tatiana Shavrina at Sber

This is a summary of a YouTube video "Тренды ИИ. Отберет ли искусственный интеллект работу у людей? Обзор GPT3. Татьяна Шаврина, Сбер" by Тренды против нормы. Tweekly!

4.2 (72 votes)

AI is transforming the economy and allowing people to focus on more creative tasks, while creative professionals must master modern technology to stay competitive.

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  00:00

  AI is transforming the economy and allowing people to focus on more creative tasks, while creative professionals must master modern technology to stay competitive.
• 💻
  09:51

  Programming is now faster and more efficient with the help of new products, research advancements, and plugins like Top Nine.
• 🤖
  14:14

  A scientific group created a complete architecture with an algorithm for sparse attention, implemented distributed computing on a cluster of 512 GB, and released a multilingual G5 3 in 61 languages.
• 💻
  22:39

  Computing power is increasing, making it easier to use iron and standard architectures work well, while transferring existing business models can be successful in the Russian market.
• 🎉
  27:26

  At a rural wedding, anything can happen and people understand that it is a celebration.
• 🤖
  35:14

  Artificial Intelligence has created new roles in tech, and this project provides an opportunity to find one's place in the full cycle and gain professional adult education.
• 🤖
  43:18

  A bot can provide tailored financial advice, classical methods are preferred for interpretability, medical data is the most regulated, English-language resources should be watched, and Pipers is a great resource for tracking progress.
• 🤖
  50:51

  Listen to Lex Friedman's podcast to gain an understanding of AI.

Detailed summary

• 🤖
  00:00

  AI is transforming the economy and allowing people to focus on more creative tasks, while creative professionals must master modern technology to stay competitive.

  • AI technologies are changing the economy and allowing computers to do tasks that were previously thought impossible, such as writing books.
  • 24 stories, 12 written by G5 3 and 12 by vampires, are read and guessed.
  • AI is taking away jobs from people, especially in routine and dangerous work, freeing up their time for more creative tasks.
  • AI is a tool that is constantly improving due to scaling and can help with business and technology.
  • Technology allows artists to quickly create works of art, expanding their possibilities and horizons.
  • Creative professionals must master modern technology to stay competitive and take advantage of new opportunities in the development cycle of AI.
• 💻
  09:51

  Programming is now faster and more efficient with the help of new products, research advancements, and plugins like Top Nine.

  • New products are introducing large neural networks with special techniques, such as distiller, and already 100 NVIDIA new cards will be released by the end of the year.
  • Examples of research advancements that have yet to be utilized by users can be found in the brightest niches.
  • Top Nine is a plugin that helps developers write code faster by automatically completing lines and suggesting the latest version of libraries.
  • Programming is now faster and more efficient, saving time and money.
• 🤖
  14:14

  A scientific group created a complete architecture with an algorithm for sparse attention, implemented distributed computing on a cluster of 512 GB, and released a multilingual G5 3 in 61 languages.

  • Neural networks can generate text and images to automate the work of designers and illustrators.
  • Using this tool can produce better written texts than a literate person.
  • Legal document optimization can save money and time, and there are already startups offering solutions in Russia.
  • A new neural network can solve problems without training, making AI more economical and efficient.
  • A scientific group created a complete architecture with an algorithm for sparse attention, implemented distributed computing on a cluster of 512 GB, and tested grids of various sizes.
  • We released a multilingual G5 3 in 61 languages, including the languages ​​of the CIS countries and the peoples of Russia.
• 💻
  22:39

  Computing power is increasing, making it easier to use iron and standard architectures work well, while transferring existing business models can be successful in the Russian market.

  • The trade-off between the number of parameters and the quality of the stacking has not yet been reached, and the quality continues to increase linearly.
  • Computing power is growing rapidly, making it more efficient to use iron and increasing RAM and video card capabilities.
  • Standard architectures already work well and give better results than searching, but require high skill and effort to go into production.
  • Transferring and adapting existing business models from one sphere to another can create successful products in the Russian market.
• 🎉
  27:26

  At a rural wedding, anything can happen and people understand that it is a celebration.

  • Demand for automation is high, but there are still fewer programmers than necessary, so it makes sense to look at business models from other countries and adjust them for the Russian market.
  • Chinese have their own hardware and software ecosystem, which is different from the West and may contain something not yet seen.
  • A collection of neuro poems was published in China, trained on classical Chinese poetry, showcasing the trend of multi-modality multitasking and multilingual models being trained on multiple types of data.
  • Modality is the representation of data types as sequences with patterns.
  • Multi-modal training allows us to recognize objects and situations in pictures, text, and recordings of speech.
  • At a rural wedding, anything can happen and people understand that it is a celebration.
• 🤖
  35:14

  Artificial Intelligence has created new roles in tech, and this project provides an opportunity to find one's place in the full cycle and gain professional adult education.

  • AI can now be used for tasks such as recognition, knowledge graph, multitasking, and multilingualism, making it more efficient than training a million models.
  • Artificial Intelligence will change individual industries and those who know how to use the tools will be able to stay competitive.
  • New professions have emerged due to the development of technology, such as remote truck drivers and operators of drones and machines.
  • To get involved in artificial intelligence, one must have a large specialization and understand discrete mathematics, quantum mechanics, and data engineering.
  • Different roles in tech, such as research, engineering, devops, project management, and artificial intelligence, require different competencies and understanding of trends.
  • This project provides an opportunity for people to find their place in the full cycle and gain professional adult education.
• 🤖
  43:18

  A bot can provide tailored financial advice, classical methods are preferred for interpretability, medical data is the most regulated, English-language resources should be watched, and Pipers is a great resource for tracking progress.

  • A bot can provide financial advice tailored to a person's individual situation.
  • Using classical methods is often preferred for interpretability, but complex analysis may be necessary to take into account black swans.
  • Medical data is the most regulated and data circulation is understood, with laws being adopted in Europe and Russia to ensure ethical use of AI.
  • English-language resources should be watched to stay up-to-date on technology.
  • Look for reviews of top conferences to find the best articles from them to get an informed opinion.
  • Pipers is a great resource for tracking progress on specific tasks, with sections on popular tasks and open source code.
• 🤖
  50:51

  Listen to Lex Friedman's podcast to gain an immersive understanding of artificial intelligence.