Tag: class
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Simon Willison’s Weblog: Constitutional Classifiers: Defending against universal jailbreaks
Source URL: https://simonwillison.net/2025/Feb/3/constitutional-classifiers/ Source: Simon Willison’s Weblog Title: Constitutional Classifiers: Defending against universal jailbreaks Feedly Summary: Constitutional Classifiers: Defending against universal jailbreaks Interesting new research from Anthropic, resulting in the paper Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming. From the paper: In particular, we introduce Constitutional Classifiers, a framework…
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Hacker News: Constitutional Classifiers: Defending against universal jailbreaks
Source URL: https://www.anthropic.com/research/constitutional-classifiers Source: Hacker News Title: Constitutional Classifiers: Defending against universal jailbreaks Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach by the Anthropic Safeguards Research Team to defend AI models against jailbreaks through the use of Constitutional Classifiers. This system demonstrates robustness against various jailbreak techniques while…
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Hacker News: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting
Source URL: https://arxiv.org/abs/2501.16673 Source: Hacker News Title: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses LLM-AutoDiff, a novel framework aimed at improving the efficiency of prompt engineering for large language models (LLMs) by utilizing automatic differentiation principles. This development has significant implications…
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Hacker News: O3-mini System Card [pdf]
Source URL: https://cdn.openai.com/o3-mini-system-card.pdf Source: Hacker News Title: O3-mini System Card [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The OpenAI o3-mini System Card details the advanced capabilities, safety evaluations, and risk classifications of the OpenAI o3-mini model. This document is particularly pertinent for professionals in AI security, as it outlines significant safety measures…
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Cloud Blog: Improving model performance with PyTorch/XLA 2.6
Source URL: https://cloud.google.com/blog/products/application-development/pytorch-xla-2-6-helps-improve-ai-model-performance/ Source: Cloud Blog Title: Improving model performance with PyTorch/XLA 2.6 Feedly Summary: For developers who want to use the PyTorch deep learning framework with Cloud TPUs, the PyTorch/XLA Python package is key, offering developers a way to run their PyTorch models on Cloud TPUs with only a few minor code changes. It…
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Cloud Blog: Announcing the general availability of Spanner Graph
Source URL: https://cloud.google.com/blog/products/databases/spanner-graph-is-now-ga/ Source: Cloud Blog Title: Announcing the general availability of Spanner Graph Feedly Summary: In today’s complex digital world, building truly intelligent applications requires more than just raw data — you need to understand the intricate relationships within that data. Graph analysis helps reveal these hidden connections, and when combined with techniques like…
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Simon Willison’s Weblog: Mistral Small 3
Source URL: https://simonwillison.net/2025/Jan/30/mistral-small-3/#atom-everything Source: Simon Willison’s Weblog Title: Mistral Small 3 Feedly Summary: Mistral Small 3 First model release of 2025 for French AI lab Mistral, who describe Mistral Small 3 as “a latency-optimized 24B-parameter model released under the Apache 2.0 license." More notably, they claim the following: Mistral Small 3 is competitive with larger…