How should AI systems behave, and who should decide? The future world we hope for won't resemble George Orwell's dystopian novel, 1984. With the advancement of Artificial General Intelligence (AGI), highly autonomous systems that outperform humans in economically valuable work, it becomes crucial to address the question of behavioral standards and decision-making authority.
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Jul 25, 2023
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How should AI systems behave, and who should decide? The future world we hope for won't resemble George Orwell's dystopian novel, 1984. With the advancement of Artificial General Intelligence (AGI), highly autonomous systems that outperform humans in economically valuable work, it becomes crucial to address the question of behavioral standards and decision-making authority.
Currently, the process of fine-tuning AI systems is imperfect. There are instances where the intended outcome, a safe and useful tool, falls short for both the developers and the users. The challenge lies in the inability to predict all possible inputs that future users may provide. Consequently, it is impractical to provide detailed instructions for every input that an AI system like ChatGPT may encounter.
To overcome this limitation, developers outline categories in guidelines used by reviewers to review and rate the model's outputs for various example inputs. The collaboration with reviewers is an ongoing relationship, where valuable expertise is acquired. It is essential to note that reviewers are explicitly instructed not to favor any political group. Technology companies must be accountable for producing policies that can withstand scrutiny.
In striving for responsible and ethical AI system behavior, three building blocks are necessary:
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Improve default behavior: The goal is to make AI systems useful to as many users as possible "out of the box" and ensure that the technology understands and respects their values. By enhancing default behavior, developers can minimize the need for extensive customization, making AI systems more accessible and user-friendly.
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Define AI's values within broad bounds: AI should be a tool that individuals can customize according to their preferences, within the limits defined by society. This approach strikes a balance between personalization and societal boundaries, preventing the misuse or manipulation of AI systems while still allowing users to tailor their experiences.
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Enable public input on defaults and hard bounds: Concentration of power within AI systems can lead to undesirable outcomes. To prevent this, it is crucial to provide people who use or are affected by systems like ChatGPT the ability to influence the rules and guidelines governing these systems. Public input ensures a more democratic and inclusive approach to AI system development.
In conclusion, the future of AI system behavior and decision-making requires careful consideration and collaboration. By continuously improving default behavior, defining values within broad bounds, and incorporating public input, we can ensure that AI systems align with the needs and values of users while avoiding the pitfalls of concentrated power. It is through these efforts that we can shape a future where AI technology enhances our lives without compromising our individuality or societal well-being.
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