Neuraprosperity-Investing in the future of intelligence


The pace of advancement in artificial intelligence over the past decade is staggering. Systems that were once only capable of narrowly focused tasks like playing chess or identifying image now carry on natural conversations, generate artificial creative content like stories and artwork, and even discover scientific insights on their own. Many experts believe we are on the cusp of an AI explosion, where systems rapidly bootstrap their learning and capabilities through techniques like recursive self-improvement.

This possibility highlights both tremendous upside potential and downside risks from advanced AI. On the positive side, more generally capable and super-empowered AI assistants could help unlock solutions to many intractable challenges facing humanity, like disease, climate change, economic inequality, and barriers to human flourishing. However, without careful steering, advanced AI systems may also have significant negative or disruptive impacts.

Building advanced AI that is robustly beneficial to humanity is a complex challenge spanning technical and strategy considerations around safety, security, ethics, governance, capabilities, and control. Unlike other technologies with clearer local impacts, advanced AI has features like self-improvement, scalability, and generality that create global considerations around trajectory and endpoint outcomes for humanity as a whole.

1. Support and incentivize beneficial AI research and development

First and foremost, more funding, support, and incentives need to go towards advanced AI R&D efforts focused explicitly on increasing the safety, security, ethics, and societal benefit of AI systems rather than just their capabilities or profit potential.

Examples of beneficial ross givens $3 ai wonder stock research directions include technical work on AI safety techniques like AI goal alignment, robustness to distributional shift, and machine ethics. It also includes policy and governance research on better oversight models and regulatory regimes for controlling super-empowered AI systems. We especially need multidisciplinary projects that tightly integrate technical and non-technical perspectives into novel solutions.

Without direct funding and incentives towards beneficial AI, progress will continue trending toward narrowly defined capabilities without sufficient attention to the associated risks or negative externalities. Government science and technology funding agencies play a crucial role here in setting research priorities. Enlightened private philanthropists and investors also have enormous leverage through the funding they provide to set the agenda for AI progress on a societally positive trajectory.

2. Promote values-first frameworks for AI development

AI development proceeds in an ad-hoc capabilities-driven way without broader consideration of the systems’ integration into society or impact on humanity’s future. AI designers make assumptions about objectives or problem formulations and optimize systems toward those ends as efficiently as possible.

However, we ultimately need advanced AI systems that respect deep prosocial values and ethical principles rather than just ruthlessly pursuing narrow objectives. Positive visions include AI systems that respect human autonomy, avoid unacceptable harms, increase transparency, limit censorship, reduce inequality, protect privacy, and promote democracy.

Research initiatives around value-aligned AI, machine ethics, AI safety, and beneficial intelligence all offer pathways toward embedding various ethical principles and priorities into intelligent systems. Multi-stakeholder deliberation processes also help design value-first frameworks for AI governance drawing on diverse viewpoints.

By proactively building AI systems capable of reasoning about complex values and ethics tradeoffs in their formulations and objectives, rather than just ruthlessly optimizing single metrics, we steer towards beneficial systemic impacts rather than solely capabilities in a vacuum.

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