This is a summary of a YouTube video "ChatGPT诞生记:先捞钱,再谈理想|OpenAI翻身史" by 林亦LYi!
4.0 (51 votes)
OpenAI is balancing business and public welfare to ensure strong AI serves all mankind.
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00:00
AI is becoming increasingly powerful and versatile, with the potential to solve human problems as easily as chopping melons and vegetables.
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03:38
OpenAI, founded in 2015 with a star-studded investor lineup, adopted a non-profit model to pursue strong AI, but its achievements in the first three years were not as impressive as later ones.
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08:19
OpenAI's salaries are low compared to other AI research companies, and Tesla's investment has caused top talent to leave, but with a $10 billion investment and a $29 billion valuation, it has become a "semi-profit" company under new CEO Sam Altman.
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12:16
OpenAI's GPT-1 has enabled AI to be trained on existing textual materials to learn human language and become a top player in chat AI.
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15:02
Sam Altman started OpenAI's "money ability" route with Y Combinator, and OpenAI LP was established 3 months ago with Microsoft investing $1 billion to quickly transform powerful models into accessible applications.
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18:36
OpenAI and Microsoft have collaborated to create a Copilot service which can generate code from text descriptions with an accuracy rate of almost 80%, and have integrated DALL·E 2, ChatGPT, and ChatGPT Plus into their products with monthly fees.
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22:27
OpenAI is balancing business and public welfare, providing free services and acting as a gatekeeper to ensure strong AI serves all mankind.
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25:08
We must strive for strong AI, no matter the consequences.
Detailed summary
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00:00
AI is becoming increasingly powerful and versatile, with the potential to solve human problems as easily as chopping melons and vegetables.
OpenAI was established with ambitious goals, but has been involved in controversy for four years and is now being questioned again.
AI applications today are limited to solving narrowly defined problems and have yet to reach the level of ordinary people, let alone exceed it.
AI models are now general, versatile, and powerful, with deep learning outperforming traditional methods in computer vision.
Strong AI is transitioning from a "science fiction" concept to an actual "technology" field, with larger models having higher performance and the price of computing power continuing to decrease.
An intelligent body with the understanding of Li Bai and the talent of Einstein could solve human problems as easily as chopping melons and vegetables.
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03:38
OpenAI, founded in 2015 with a star-studded investor lineup, adopted a non-profit model to pursue strong AI, but its achievements in the first three years were not as impressive as later ones.
OpenAI pursues the realization of strong artificial intelligence that is safe and beneficial to all mankind, and initially adopted a non-profit organizational form to achieve this goal.
OpenAI chose to become a non-profit company to avoid competition and share research results, while also giving a waiver clause to switch to cooperation if someone is closer to achieving strong AI.
OpenAI was established in 2015 with an all-star lineup of investors, including Elon Musk, Reid Hoffman, Peter Thiel, and Y Combinator, and Sam Altman as president, with a total market value of companies brought out by Y Combinator exceeding 65 billion US dollars.
OpenAI's star-studded investor lineup brought a financial support of 1 billion US dollars, but its achievements in the first three years were not as impressive as later ones, setting off an AI boom all over the world.
OpenAI's non-profit model caused a bleak start in the past 16 or 17 years, despite its popularity in the second half of 2017.
Investing in AI start-ups is essential for morale and follow-up financing, but quitting the competition and helping your opponent is a death sentence for funding.
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08:19
OpenAI's salaries are low compared to other AI research companies, and Tesla's investment has caused top talent to leave, but with a $10 billion investment and a $29 billion valuation, it has become a "semi-profit" company under new CEO Sam Altman.
Top AI researchers in the US can earn salaries comparable to football stars, but OpenAI's signing bonus and salary are relatively low, and AI research is expensive, with DeepMind losing millions in 2016 and 2017.
OpenAI's total expenditure in 2016 was 11 million US dollars, with staff salary expenses taking up 7 million and projects taking up no more than 4 million, significantly lower than DeepMind's 35 million for AlphaGo.
Tesla's heavy investment in AI research has caused top talents to leave OpenAI, including Andrej Karpathy, who was poached by Elon Musk.
OpenAI's character changed from a non-profit to a "semi-profit" company with a $10 billion investment and a $29 billion valuation under the leadership of new CEO Sam Altman.
Y Combinator guides companies to burn money to achieve success or fail, with no room for mediocrity.
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12:16
OpenAI's GPT-1 has enabled AI to be trained on existing textual materials to learn human language and become a top player in chat AI.
OpenAI's research has expanded, and its robot officially defeated a professional Dota 2 player with a score of 2-0 in April 2019.
OpenAI's GPT-1 proposes a concept of Generative Pre-Training, which does not require manual annotation and uses existing text materials to train AI.
Researchers can use AI to automatically generate the next words in a sentence, saving time and resources.
AI can be trained on vast amounts of existing textual materials to learn human language, and can be further trained on Chinese and English data sets and question-and-answer dialogue datasets to become a top player in chat AI.
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15:02
Sam Altman started OpenAI's "money ability" route with Y Combinator, and OpenAI LP was established 3 months ago with Microsoft investing $1 billion to quickly transform powerful models into accessible applications.
GPT-2 and GPT-3 use large model scales to improve the generative pre-training of labeled data for specific tasks.
OpenAI's "money ability" route was started by Sam Altman, who brought a business of 100 billion US dollars to Y Combinator, and was based on a research result released in 2018 that showed AI computing power demand would double in 3.4 months.
OpenAI LP, a limited partnership established by OpenAI, has a revenue cap model of investor investment with a decision-making power of the non-profit OpenAI board of directors.
OpenAI has deviated from its original intention and there are questions about the terms of OpenAI LP, with some believing that large companies can still make a large profit from it.
OpenAI LP was established three months ago and Microsoft invested $1 billion, allowing OpenAI to quickly transform powerful models into accessible applications, such as DALL·E and DALL·E 2.
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18:36
OpenAI and Microsoft have collaborated to create a Copilot service which can generate code from text descriptions with an accuracy rate of almost 80%, and have integrated DALL·E 2, ChatGPT, and ChatGPT Plus into their products with monthly fees.
OpenAI and Microsoft have collaborated to create a Copilot service which can generate code based on text descriptions with an accuracy rate of almost 80%.
ChatGPT, based on GPT-3.5, has grown explosively, reaching 100 million users worldwide in just 5 days and 2 months, and can maintain a real-time response speed.
Microsoft's Azure OpenAI Service has the potential to gain a large number of users and has already generated considerable direct income.
GitHub Copilot offers free services to students and maintainers of open source projects, while other developers must pay a monthly or annual subscription fee, and Microsoft has integrated DALL·E 2, ChatGPT, and ChatGPT Plus into its products with monthly fees of $10 and $20 respectively.
OpenAI's goal is to ensure strong AI serves all mankind, but their model disclosure has slowed down significantly and GPT-3 is not released publicly, only available through a paid API interface.
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22:27
OpenAI is balancing business and public welfare, providing free services and acting as a gatekeeper to ensure strong AI serves all mankind.
OpenAI's decision to not make GPT-3 public is based on cost performance, security considerations, and a realistic attitude towards the technology.
The proportion of online robots has likely exceeded that of real humans, causing inexplicable public opinion hotspots to appear more frequently.
OpenAI is balancing business and public welfare, providing free versions of services like ChatGPT and Copilot, and is a necessary gatekeeper in ensuring strong AI serves all mankind.
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25:08
AI is already possible to serve mankind, and we should work hard to pursue strong AI, no matter the outcome.
This is a summary of a YouTube video "ChatGPT诞生记:先捞钱,再谈理想|OpenAI翻身史" by 林亦LYi!
4.0 (51 votes)
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