Experimental News Clipping Site

Tag: tokenization

  • Cloud Blog: Get started with Google Cloud’s built-in tokenization for sensitive data protection

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/identity-security/get-started-with-built-in-tokenization-for-sensitive-data-protection/ Source: Cloud Blog Title: Get started with Google Cloud’s built-in tokenization for sensitive data protection Feedly Summary: In many industries including finance and healthcare, sensitive data such as payment card numbers and government identification numbers need to be secured before they can be used and shared. A common approach is applying tokenization…

  • Hacker News: A16Z 2025 Big Ideas for Crypto

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    system automation
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    Source URL: https://a16zcrypto.com/posts/article/big-ideas-crypto-2025/ Source: Hacker News Title: A16Z 2025 Big Ideas for Crypto Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines emerging trends in AI, crypto, and governance that may shape the technology landscape in 2025. It highlights the transition of AIs into agentic roles, the necessity of unique digital identities,…

  • Hacker News: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking

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    system automation
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    Source URL: https://www.pinecone.io/blog/cascading-retrieval/ Source: Hacker News Title: Cascading retrieval: Unifying dense and sparse vector embeddings with reranking Feedly Summary: Comments AI Summary and Description: Yes Summary: Pinecone has introduced new cascading retrieval capabilities for AI search applications, enhancing the integration of dense and sparse retrieval systems. These advancements, which reportedly improve performance by up to…

  • Hacker News: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization

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    system automation
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    Source URL: https://rccchoudhury.github.io/rlt/ Source: Hacker News Title: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel approach called Run-Length Tokenization (RLT) aimed at optimizing video transformers by eliminating redundant tokens. This content-aware method results in substantial speed improvements for training and…

  • Hacker News: Something weird is happening with LLMs and Chess

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    system automation
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    Source URL: https://dynomight.net/chess/ Source: Hacker News Title: Something weird is happening with LLMs and Chess Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses an exploration of how various large language models (LLMs) perform at playing chess, ultimately revealing significant differences in performance across models. Despite enthusiasm about LLMs’ capabilities, the results…

  • Cloud Blog: Secure your data ecosystem: a multi-layered approach with Google Cloud

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    system automation
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    Source URL: https://cloud.google.com/blog/products/data-analytics/learn-how-to-build-a-secure-data-platform-with-google-cloud-ebook/ Source: Cloud Blog Title: Secure your data ecosystem: a multi-layered approach with Google Cloud Feedly Summary: It’s an exciting time in the world of data and analytics, with more organizations harnessing the power of data and AI to help transform and grow their businesses. But in a threat landscape with increasingly sophisticated…

  • Hacker News: Probably pay attention to tokenizers

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    system automation
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    Source URL: https://cybernetist.com/2024/10/21/you-should-probably-pay-attention-to-tokenizers/ Source: Hacker News Title: Probably pay attention to tokenizers Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text delves into the critical role of tokenization in AI applications, particularly those utilizing Retrieval-Augmented Generation (RAG). It emphasizes how understanding tokenization can significantly affect the performance of AI models, especially in contexts…

  • Cloud Blog: How Google Cloud supports telecom security and compliance

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    system automation
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    Source URL: https://cloud.google.com/blog/products/identity-security/how-google-cloud-supports-telecom-regulatory-compliance/ Source: Cloud Blog Title: How Google Cloud supports telecom security and compliance Feedly Summary: Operating a telecommunications network is more than just connecting phone calls, or helping people share funny videos online. Telecom networks are critical components of our society’s infrastructure. Telecom operators face a wide array of risks to the critical…

  • Hacker News: Building LLMs from the Ground Up: A 3-Hour Coding Workshop

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    system automation
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    Source URL: https://magazine.sebastianraschka.com/p/building-llms-from-the-ground-up Source: Hacker News Title: Building LLMs from the Ground Up: A 3-Hour Coding Workshop Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes a workshop focused on Large Language Models (LLMs), detailing its structure and content. This workshop is significant for security and compliance professionals as it enhances understanding…