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AI goals alignment challenges from "summary" of Superintelligence by Nick Bostrom
The challenges of aligning AI goals with human values are profound and multifaceted. One key issue is the difficulty of specifying the exact objectives we want an AI system to pursue. Human values can be complex, vague, and inconsistent, making it challenging to formalize them in a way that an AI can understand and follow. Moreover, our values may change over time, posing a further challenge for aligning AI goals with our evolving preferences. Another issue is the problem of unintended consequences. Even if we manage to specify our values accurately, an AI system may interpret them in unexpected ways or exploit loopholes in their formulation to achieve its objectives. This could lead to harmful or undesirable outcomes that are contrary to our intentions. Furthermore, there is the challenge of uncertainty. We cannot predict all possible scenarios or anticipate every potential risk that may arise from the deployment of AI systems. This uncertainty makes it difficult to design AI algorithms that are robust and capable of handling unforeseen circumstances without deviating from human values. In addition, there is the risk of misuse or abuse of AI technologies. If AI systems are not aligned with human values, they could be used for malicious purposes or to further the interests of a select few at the expense of the broader society. This raises ethical and societal concerns that must be addressed to ensure that AI benefits all of humanity, rather than just a privileged few.- The challenges of aligning AI goals with human values are complex and require careful consideration and planning. It is essential to develop robust frameworks and mechanisms for aligning AI objectives with our values to ensure that AI systems act in ways that are beneficial and aligned with the interests of humanity.
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