Ethics and Future Prospects

Ethical Considerations

The development and spread of artificial intelligence technology bring various ethical issues. The main considerations are as follows.

1. Privacy protection

   • AI systems depend on large amounts of data for learning and operation. In this process, sensitive personal information may be collected and processed, and there is a risk of data leakage or misuse. Therefore, when developing and using AI, compliance with privacy laws and secure data management are essential.

2. Algorithmic bias

   • AI models can learn the biases included in training data as they are. This can lead to unfair judgments or discriminatory outcomes against certain groups or individuals and can undermine social trust. To prevent this, it is necessary to review data bias and design algorithms with fairness in mind.

3. Replacement of human labor

   • AI’s automation capabilities can increase productivity and efficiency while also replacing the roles of some jobs. This can cause changes in employment structures and social inequality, making policy preparation and retraining programs important.

4. Copyright issues

   • Because AI learns from and generates content, it may conflict with someone’s content rights. Copying or modifying copyrighted works without the copyright holder’s permission may constitute copyright infringement.

Is “Ghibli Style” a Copyright Issue?

Specific expressions are protected, but abstract ideas are not.

• Creative expression of thoughts and emotions
  • Examples: Characters and movie scenes
  • Protected by copyright
• Idea techniques and methods
  • Examples: Style and touch
  • Not protected by copyright

Then, is it acceptable to post “Ghibli style” content on the internet? Even if it is not legally problematic, from an AI ethics perspective it cannot be considered appropriate use.

The Future of Artificial Intelligence

Artificial intelligence is expected to evolve beyond a simple tool into a partner that collaborates with humans and supports intelligent decisions. In future society, AI will help human capabilities and maximize efficiency in many fields, including healthcare, education, and industry. However, because technological progress is extremely rapid, if social and legal systems and norms are not developed alongside it, AI can cause various problems such as privacy violations, unfair judgments, and employment insecurity. Therefore, to maximize AI’s potential benefits and minimize side effects, ethical, legal, and social preparation is essential together with technological innovation.