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RAFT: A Real-World Few-Shot Text Classification Benchmark | GovAI
www.governance.ai/research-paper/raft-a-real-world-few-shot-text-classification-benchmark

RAFT: A Real-World Few-Shot Text Classification Benchmark. Large pre-trained language models have shown promise for few-shot learning, completing text-based tasks given only a few task-specific examples.…

The Case for Supervising Frontier AI Developers | GovAI
www.governance.ai/analysis/the-case-for-supervising-frontier-ai-developers

For more detail, see the. full paper. What is supervision? Supervision combines two key elements: information gathering. and. discretionary authority. These elements emerged from supervision’s roots in overseeing banks.…

Privacy | GovAI
www.governance.ai/privacy

This Privacy Notice describes how GovAI US, GovAI UK, and our affiliated organisations (collectively, “GovAI”, “we,” “us,” or “our”) collect, use, and share your personal information when you: visit any websites operated by us, including. https://www.governance.ai…

Sam Altman and Bill Gale on Taxation Solutions for Advanced AI | GovAI Blog
www.governance.ai/post/sam-altman-william-g-gale

We're seeing the things that people do when they have way more money than they need than they can spend, and they still want to buy status. I believe the human desire for status is unlimited.…

Preliminary Survey Results: US and European Publics Overwhelmingly and Increasingly Agree That AI Needs to Be Managed Carefully | GovAI
www.governance.ai/analysis/increasing-consensus-ai-requires-careful-management

In this post, we show that there is a resounding consensus across the European and US publics that AI is a technology that requires careful management. There is an overwhelming consensus that AI requires careful management.…

Joseph Stiglitz & Anton Korinek on AI and Inequality | GovAI Blog
www.governance.ai/post/joseph-stiglitz-anton-korinek-on-ai-and-inequality

Bankruptcy laws, which deal with what happens if a debtor can’t pay [back] all of the money, give first priority [to banks].…

AI-Powered Lawyering: AI Reasoning Models, Retrieval Augmented Generation, and the Future of Legal Practice | GovAI
www.governance.ai/research-paper/ai-powered-lawyering-ai-reasoning-models-retrieval-augmented-generation-and-the-future-of-legal-practice

Generative AI is set to transform the legal profession, but its full impact remains uncertain.…

The Case for Including the Global South in AI Governance Discussions | GovAI
www.governance.ai/analysis/the-case-for-including-the-global-south-in-ai-governance-conversations

These arguments highlight the importance of early inclusion for securing future buy-in, preventing the emergence of competing coalitions, drawing on additional expertise, and avoiding the ethical problems inherent in exclusion.…

Visibility into AI Agents | GovAI
www.governance.ai/analysis/visibility-into-ai-agents

For instance, when an agent performs a financial transaction with a bank, the deployer could send a unique ID associated with the agent to the bank.…

A Tour of Emerging Cryptographic Technologies | GovAI
www.governance.ai/research-paper/a-tour-of-emerging-cryptographic-technologies

This includes predictions that more “privacy-preserving” forms of surveillance will become possible, that the roles of centralized institutions ranging from banks to voting authorities will shrink, and that new transnational institutions known as “decentralized…

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