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Tag: synthetic dataset

  • Slashdot: Apple To Analyze User Data on Devices To Bolster AI Technology

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    Kurt Seifried
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    Source URL: https://apple.slashdot.org/story/25/04/15/0050203/apple-to-analyze-user-data-on-devices-to-bolster-ai-technology?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Apple To Analyze User Data on Devices To Bolster AI Technology Feedly Summary: AI Summary and Description: Yes Summary: Apple’s new initiative to analyze data on customers’ devices aims to enhance its AI platform while prioritizing user privacy. This novel approach seeks to improve the effectiveness of AI models…

  • The Register: Does terrible code drive you mad? Wait until you see what it does to OpenAI’s GPT-4o

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/27/llm_emergent_misalignment_study/ Source: The Register Title: Does terrible code drive you mad? Wait until you see what it does to OpenAI’s GPT-4o Feedly Summary: Model was fine-tuned to write vulnerable software – then suggested enslaving humanity Computer scientists have found that fine-tuning notionally safe large language models to do one thing badly can negatively…

  • Cloud Blog: How to use gen AI for better data schema handling, data quality, and data generation

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/data-analytics/how-gemini-in-bigquery-helps-with-data-engineering-tasks/ Source: Cloud Blog Title: How to use gen AI for better data schema handling, data quality, and data generation Feedly Summary: In the realm of data engineering, generative AI models are quietly revolutionizing how we handle, process, and ultimately utilize data. For example, large language models (LLMs) can help with data schema…

  • The Register: Foundation model for tabular data slashes training from hours to seconds

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/15/foundation_model_tabular_data/ Source: The Register Title: Foundation model for tabular data slashes training from hours to seconds Feedly Summary: Good ol’ spreadsheet data could benefit from ‘revolutionary’ approach to ML inferences Move over ChatGPT and DALL-E: Spreadsheet data is getting its own foundation machine learning model, allowing users to immediately make inferences about new…

  • Hacker News: Phi4 Available on Ollama

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    Kurt Seifried
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    Source URL: https://ollama.com/library/phi4 Source: Hacker News Title: Phi4 Available on Ollama Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes Phi 4, a state-of-the-art language model focusing on generative AI capabilities. It highlights the model’s design, enhancements for safety and accuracy, and its primary and out-of-scope use cases, along with regulatory considerations.…

  • Hacker News: TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

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    Source URL: https://arxiv.org/abs/2305.07759 Source: Hacker News Title: TinyStories: How Small Can Language Models Be and Still Speak Coherent English? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a study on the capabilities of small language models in generating coherent text using a new dataset called TinyStories. The findings suggest that even…

  • Slashdot: Microsoft Announces Phi-4 AI Model Optimized for Accuracy and Complex Reasoning

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    Source URL: https://slashdot.org/story/24/12/16/0313207/microsoft-announces-phi-4-ai-model-optimized-for-accuracy-and-complex-reasoning?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Microsoft Announces Phi-4 AI Model Optimized for Accuracy and Complex Reasoning Feedly Summary: AI Summary and Description: Yes **Summary:** Microsoft has introduced Phi-4, an advanced AI model optimized for complex reasoning tasks, particularly in STEM areas. With its robust architecture and safety features, Phi-4 underscores the importance of ethical…

  • Simon Willison’s Weblog: Phi-4 Technical Report

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    Source URL: https://simonwillison.net/2024/Dec/15/phi-4-technical-report/ Source: Simon Willison’s Weblog Title: Phi-4 Technical Report Feedly Summary: Phi-4 Technical Report Phi-4 is the latest LLM from Microsoft Research. It has 14B parameters and claims to be a big leap forward in the overall Phi series. From Introducing Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning: Phi-4 outperforms…

  • Hacker News: Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning

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    Source URL: https://techcommunity.microsoft.com/blog/aiplatformblog/introducing-phi-4-microsoft%e2%80%99s-newest-small-language-model-specializing-in-comple/4357090 Source: Hacker News Title: Phi-4: Microsoft’s Newest Small Language Model Specializing in Complex Reasoning Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The introduction of Phi-4, a state-of-the-art small language model by Microsoft, highlights advancements in AI, particularly in complex reasoning and math-related tasks. It emphasizes responsible AI development and the…

  • Hacker News: AI Scaling Laws

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    Source URL: https://semianalysis.com/2024/12/11/scaling-laws-o1-pro-architecture-reasoning-training-infrastructure-orion-and-claude-3-5-opus-failures/ Source: Hacker News Title: AI Scaling Laws Feedly Summary: Comments AI Summary and Description: Yes Summary: The text centers around the ongoing discourse and advancements related to AI scaling laws, particularly concerning Large Language Models (LLMs) and their performance. It contrasts bearish narratives surrounding the scalability of AI models with the significant…