Artificial Intelligence Universal Platform (Industry | OpenAI Releases Universal Artificial Intellig

1. Artificial Intelligence Image Robot

The emergence of artificial intelligence from the heart of machines, such as Zenan and Xiaozhou, may only be a small milestone in the technological development process, as AGI may accelerate its own progress and expand its capabilities exponentially. After ChatGPT ignited the technology industry, people have raised more expectations for advanced technology, but experts have always warned about the potential harm that AI may cause.

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We know that OpenAI's mission is to ensure that universal artificial intelligence - AI systems smarter than humans - can benefit all of humanity. Recently, this company released the "AGI Roadmap", which explains in detail the attitude of this cutting-edge research institution towards universal artificial intelligence research. In the roadmap, OpenAI has taken a more cautious attitude towards the development of new technologies, This may mean that users and application scope will be more closely monitored and restricted in the future.

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Let's take a look at what OpenAI says:

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If General Artificial Intelligence (AGI) is ultimately successfully constructed, this technology can not only bring more possibilities, drive global economic development, but also change the discovery of emerging scientific knowledge, and help improve human living standards from various perspectives. AGI has the potential to endow everyone with incredible new abilities. We can imagine a world where everyone can access almost all cognitive tasks, It may be a huge multiplier of human intelligence and creativity.

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On the other hand, as some people are concerned, universal artificial intelligence also carries the risk of serious abuse, serious accidents, and social chaos. Due to the enormous benefits of AGI, we cannot consider it a desirable direction for society to stop its development forever. On the contrary, society and AGI developers must find ways to do it well.

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The future prospects of living together with general artificial intelligence are difficult to predict, and current AI progress may face new challenges. However, in the current era of ChatGPT's success, OpenAI lists several principles that we are most concerned about: 1 We hope that universal artificial intelligence can enable humanity to achieve maximum prosperity in the universe.

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We do not want the future to become a false utopia, but we hope to maximize the good side of technology and minimize the bad side, making AGI an amplifier of human goodwill We hope that the benefits, access, and governance of AGI can be widely and fairly shared We need to address potential risks correctly.

One of the methods for artificial intelligence images is to use object detection

In the face of these risks, what appears to be correct in theory is often more difficult to control in practice than expected. We must constantly learn and adapt by deploying weaker versions of technology to minimize "irreparable" situations. In the short term, OpenAI believes that to prepare for the development of general artificial intelligence, there are several things that need to be done first.

One of the methods for artificial intelligence film reading is to use object detection

Firstly, as we continue to build more powerful AI systems, we inevitably hope to quickly deploy AGIs and gain experience in operating them in the real world. The best way to carefully manage AGI's existence should be to gradually transition to the AGI world. We hope that powerful AI can accelerate the pace of world progress, and OpenAI believes that it is best to gradually adapt to this.

The process of artificial intelligence film reading is reflected in

The gradual approach allows people, policymakers, and institutions to have time to understand what is happening, experience the benefits and drawbacks of these systems firsthand, adjust our economic organizational form, and implement effective regulation. The gradual approach also allows society and AI to co evolve, and allows people to jointly understand their own needs with relatively low risks.

OpenAI currently believes that the best way to successfully address the challenges of AI deployment is to adopt a tight feedback loop of rapid learning and cautious iteration. Under the impact of new technologies, society will face major issues such as "what artificial intelligence systems are allowed to do, how to eliminate biases, and how to deal with job loss." The best decision will depend on the path adopted by the technology, and like any new field, so far, Most expert predictions are biased.

This makes it very difficult to plan beyond expectations. Generally speaking, we believe that using AI more in the world will bring benefits and hope to promote it (by incorporating models into service APIs, opening them up, etc.) OpenAI believes that open access will also lead to more and better research, attracting more people to contribute new ideas.

OpenAI stated that as its developed systems become closer to AGI, the organization has become increasingly cautious in model creation and deployment. OpenAI needs to weigh the pros and cons of deploying large models. On the one hand, deploying advanced large models is an important technological advancement; On the other hand, after deploying the model, companies and institutions also need to consider how to limit malicious actors and avoid negative impacts on society and the economy.

In this case, OpenAI stated that it will improve its planning around continuous deployment. Secondly, OpenAI is striving to create more consistent and controllable models from the first version of GPT-3 to InstrumentGPT and ChatGPT. This step-by-step transformation is an example of OpenAI's efforts in this direction.

It is worth noting that OpenAI believes that one very important point is that human society needs to reach extremely broad boundaries on how to use artificial intelligence, and within these boundaries, individual users have a great deal of freedom to use. OpenAI hopes that the world can ultimately reach agreement on these broad boundaries

As models become more powerful, OpenAI will need to develop new alignment techniques. The short-term plan for OpenAI is to use AI to help humans evaluate the output of more complex models and monitor complex systems, while in the long run, OpenAI will use AI to help them propose new ideas to achieve better alignment techniques.

Importantly, we need to make progress together in terms of artificial intelligence security and capabilities. The two should not be discussed separately. OpenAI states that its safest work comes from its most capable models, which means that improving the security of artificial intelligence is crucial for AI research progress. Thirdly, OpenAI hopes to engage in a global dialogue on three key issues: how to govern these systems and how to fairly distribute the benefits they generate, And how to fairly share access permissions.

In addition to these, OpenAI also mentioned that there is a clause in the company's charter regarding assisting other organizations in improving security, rather than setting a cap on the returns that shareholders can receive in the later AGI development competition. OpenAI investment rules set a limit on the returns that research institutions themselves will not be motivated to try to obtain unlimited value, nor will they risk deploying potentially catastrophic hazards.

OpenAI is managed by a non-profit organization to ensure that the institution operates for the benefit of humanity (and can override any profit). OpenAI believes that conducting independent review before releasing a new system is a crucial step in AGI research. Public standards on when AGI work should stop training, determining whether models can be safely released or withdrawn from production use are important.

Finally, OpenAI believes that major governments around the world should maintain regulatory long-term goals for machine learning training beyond a certain scale. OpenAI believes that the future of humanity should be determined by humans themselves, and it is crucial to share information about progress with the public. We should rigorously review all efforts to establish AGI and consult the public on major decisions.

In a sense, the first AGI will only be a small node in the continuous development of artificial intelligence, and then new developments will continue to emerge from this node. The development of AI may maintain the pace of progress we have seen in the past decade for a long time. One day, the world may become completely different from today, but technological progress may also bring great risks to humanity.

A 'misaligned' super intelligent AGI may cause serious harm to the world and accelerate scientific development. Artificial intelligence, which is perhaps more influential than anything else and has the ability to accelerate its own progress, may lead to significant changes in the world. Perhaps the development of AGI is relatively slow in the early stages, But OpenAI expects AGI, which will bring significant changes to the world, to emerge in the final stage.

Based on the above reasons, OpenAI believes that slower start-up speeds in the AGI field are easier to ensure safety, and that slowing down AGI at critical moments may also be important. Even if technological advancements allow us to rapidly develop AGI, the significance of slowing down is to give society enough time to adapt.

The successful transition to a world with super intelligence may be the most important, promising, but also the most terrifying project in human history. The success of this huge progress is far from guaranteed, but the foreseeable stakes are expected to unite everyone, no matter what, it will be a world that thrives beyond our complete imagination.

And OpenAI hopes to contribute a universal artificial intelligence reference content that is consistent with this prosperity to the world: https://openai.com/blog/planning-for-agi-and-beyond/