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ProgressGym: A Machine Learning Framework for Dynamic Ethical Alignment in Frontier AI Systems

ProgressGym: A Machine Learning Framework for Dynamic Ethical Alignment in Frontier AI Systems

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

Practical Solutions and Value

For AI KPI management advice and continuous insights into leveraging AI, connect with us at hello@itinai.com or stay tuned on our Telegram and Twitter channels.

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Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

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