Tag: llms
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Wired: Generative AI and Climate Change Are on a Collision Course
Source URL: https://www.wired.com/story/true-cost-generative-ai-data-centers-energy/ Source: Wired Title: Generative AI and Climate Change Are on a Collision Course Feedly Summary: From energy to resources, data centers have grown too greedy. AI Summary and Description: Yes Summary: The text highlights the environmental impact of AI, particularly the energy consumption and resource use associated with large language models (LLMs)…
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Hacker News: No More Adam: Learning Rate Scaling at Initialization Is All You Need
Source URL: https://arxiv.org/abs/2412.11768 Source: Hacker News Title: No More Adam: Learning Rate Scaling at Initialization Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel optimization technique called SGD-SaI that enhances the stochastic gradient descent (SGD) algorithm for training deep neural networks. This method simplifies the process…
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Simon Willison’s Weblog: Quoting Johann Rehberger
Source URL: https://simonwillison.net/2024/Dec/17/johann-rehberger/ Source: Simon Willison’s Weblog Title: Quoting Johann Rehberger Feedly Summary: Happy to share that Anthropic fixed a data leakage issue in the iOS app of Claude that I responsibly disclosed. 🙌 👉 Image URL rendering as avenue to leak data in LLM apps often exists in mobile apps as well — typically…
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Hacker News: Multilspy: Building a common LSP client handtuned for all Language servers
Source URL: https://github.com/microsoft/multilspy Source: Hacker News Title: Multilspy: Building a common LSP client handtuned for all Language servers Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses Multilspy, a Python library that facilitates the development of applications using language servers, particularly in the context of static analysis and language model code…
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Hacker News: New LLM optimization technique slashes memory costs up to 75%
Source URL: https://venturebeat.com/ai/new-llm-optimization-technique-slashes-memory-costs-up-to-75/ Source: Hacker News Title: New LLM optimization technique slashes memory costs up to 75% Feedly Summary: Comments AI Summary and Description: Yes Summary: Researchers at Sakana AI have developed a novel technique called “universal transformer memory” that enhances the efficiency of large language models (LLMs) by optimizing their memory usage. This innovation…
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Simon Willison’s Weblog: Security ProbLLMs in xAI’s Grok: A Deep Dive
Source URL: https://simonwillison.net/2024/Dec/16/security-probllms-in-xais-grok/#atom-everything Source: Simon Willison’s Weblog Title: Security ProbLLMs in xAI’s Grok: A Deep Dive Feedly Summary: Security ProbLLMs in xAI’s Grok: A Deep Dive Adding xAI to the growing list of AI labs that shipped feature vulnerable to data exfiltration prompt injection attacks, but with the unfortunate addendum that they don’t seem to…
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Hacker News: Ask HN: SWEs how do you future-proof your career in light of LLMs?
Source URL: https://news.ycombinator.com/item?id=42431103 Source: Hacker News Title: Ask HN: SWEs how do you future-proof your career in light of LLMs? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the impact of Large Language Models (LLMs) on the software engineering profession, highlighting the trend of engineers increasingly integrating AI into their coding…