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UniNote: A Unified Embedding Model for Multimodal Representation and Ranking
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Reading the Finetuning Prior: Verbatim Content Recovery via Contrastive Decoding Diffing
Announce Type: replace Abstract: Narrowly finetuned language models memorize implanted content verbatim, but auditing what a deployed model has been taught, without access to its weights or training data, remains an open challenge. Recent work shows that activation differences between base and finetuned models carry readable traces of the finetuning domain; the state-of-the-art Activation Difference Lens (ADL) recovers a vague domain-level description but requires full "white-box" access to...
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Alignment Risks from Capability-Seeking RL Training
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A cross-domain tropical species dataset with Chinese vernacular names and CITES source links
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Top 10 AI Tools in 2023 That Will Make Your Life Easier
this article, we explore the top 10 AI tools that are driving innovation and efficiency in various industries. These tools are designed to automate repetitive tasks, improve workflow, and increase productivity. The tools included in our list are some of the most advanced and widely used in the market, and are suitable for a variety of applications.
The ways we contain Claude across products
Get the developer newsletter Product updates, how-tos, community spotlights, and more. Delivered monthly to your inbox. Twelve months ago, we'd have rejected out of hand the idea of granting Claude access sufficient to take down an internal Anthropic service.