Value Lock-in in AI Systems
Practical Solutions and Value
Frontier AI systems, such as LLMs, can inadvertently perpetuate societal biases, leading to value lock-in. To address this, AI alignment methods need to evolve to incorporate human-driven moral progress.
ProgressGym: Mitigating Value Lock-in
Practical Solutions and Value
ProgressGym, a framework developed by researchers from Peking University and Cornell University, leverages historical texts and LLMs to track, predict, and co-evolve with human values. It aims to foster continual ethical evolution in AI and mitigate the epistemological harms of LLMs.
Modeling Moral Progress in AI
Practical Solutions and Value
Progress alignment seeks to emulate human moral progress within AI systems, aligning with evolving human values over nine centuries. It uses a standardized representation of human value states and AI actions, offering a unified framework for implementing progress alignment challenges.
Experimental Results and Insights
Practical Solutions and Value
Experimental results on progress alignment challenges show the effectiveness of lifelong and extrapolative alignment algorithms. Predictive modeling is crucial in aligning AI with evolving human values over time.
Evolve Your Company with AI
Practical Solutions and Value
Utilize ProgressGym to redefine your way of work with AI. Identify automation opportunities, define KPIs, select AI solutions, and implement gradually to stay competitive and evolve your company with AI.
Leverage AI for Sales Processes and Customer Engagement
Practical Solutions and Value
Discover how AI can redefine your sales processes and customer engagement. Explore AI solutions that align with your needs and provide customization for measurable impacts on business outcomes.
Connect with Us
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