【Introduction】
Recently, OpenAI's GPT-4 has caused a sensation again, and its breakthrough in the field of content moderation has made human reviewers feel uneasy, and also made online public opinion hot. After only four months, this powerful language model was successfully applied to content moderation, setting a speed and accuracy that is unattainable for humans, and triggered people's deep thinking about the future direction of human-machine games.
【Innovation in content moderation】
Not so long ago, people were still looking forward to the further development of artificial intelligence, but who could have predicted that GPT-4 would be upgraded to "moderator" so quickly. While traditional content moderation relies on a lot of time-consuming work by human reviewers, GPT-4 can complete the equivalent of months of manual work in just a few hours. The initiative sparked an uproar, with countless netizens expressing concern on social media platforms such as Zhihu that human reviewers could usher in a massive wave of unemployment.
【Advantages of GPT-4】
GPT-4 shines in the field of content moderation because of its obvious advantages in the content policy development and review process. GPT-4 enables more consistent labelling and faster policy feedback loops, significantly reducing the need for human auditors. Now, any individual with access to the OpenAI API has the opportunity to create their own AI-assisted review system with GPT-4. This approach not only improves the efficiency of moderation, but also reduces the burden on human moderators and makes the platform's content policies more consistent.
【GPT-4 Review Process】
The GPT-4 review process is not just a simple mechanical work, but a rather complex cyclical process. First, GPT-4 accepts specific content policies, learns and absorbs the main points in them. Then, through interaction with policy experts, GPT-4 flags dangerous problems to form a "golden dataset." GPT-4 then tests itself, flagging the same examples and comparing them with the judgment of policy experts. If there is a disagreement, the team analyzes the difference and optimizes the GPT-4 judgment. This cycle repeats itself, bringing GPT-4's review capabilities closer to that of experts.
【Impact and Prospects】
The emergence of GPT-4 has not only had a profound impact on traditional content moderation, but also triggered people's thinking about the future development of artificial intelligence. On the one hand, the speed, accuracy and consistency of GPT-4 inject new vitality into content review, improve review efficiency, and reduce the burden of human reviewers. On the other hand, there are concerns that GPT-4 may not cover all audit situations and performance in dealing with unknown risks. At the same time, there are some doubts about whether AI can really create a safer and harmless network environment.
【Conclusion】
GPT-4's breakthrough in the field of content moderation not only demonstrates the great potential of artificial intelligence, but also triggers people's deep thinking about human-machine games, technological development and social impact. Although GPT-4 has made remarkable achievements in improving audit efficiency and consistency, its application also faces a series of challenges and uncertainties. In any case, the rapid development of artificial intelligence is bound to bring more changes in the future, and we look forward to human-machine cooperation to create a better future.