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Tag: llm

  • Hacker News: Reflection – AlphaGo / Gemini team building superintelligent coding agents

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    Kurt Seifried
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    Source URL: https://www.reflection.ai/superintelligence/ Source: Hacker News Title: Reflection – AlphaGo / Gemini team building superintelligent coding agents Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes Reflection, an AI company focused on developing superintelligent autonomous systems, emphasizing their historical foundations in reinforcement learning and large language models. Their strategy revolves around creating…

  • Cloud Blog: Guide: Our top four AI Hypercomputer use cases, reference architectures and tutorials

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/ai-hypercomputer-4-use-cases-tutorials-and-guides/ Source: Cloud Blog Title: Guide: Our top four AI Hypercomputer use cases, reference architectures and tutorials Feedly Summary: AI Hypercomputer is a fully integrated supercomputing architecture for AI workloads – and it’s easier to use than you think. In this blog, we break down four common use cases, including reference architectures and…

  • Slashdot: Mistral Adds a New API That Turns Any PDF Document Into an AI-Ready Markdown File

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    Kurt Seifried
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    Source URL: https://slashdot.org/story/25/03/07/0426243/mistral-adds-a-new-api-that-turns-any-pdf-document-into-an-ai-ready-markdown-file?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Mistral Adds a New API That Turns Any PDF Document Into an AI-Ready Markdown File Feedly Summary: AI Summary and Description: Yes Summary: Mistral has introduced a multimodal OCR API that effectively converts complex PDF documents into AI-friendly Markdown files, enhancing the integration of visual and textual data for…

  • Hacker News: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition

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    Kurt Seifried
    in

    Source URL: https://arxiv.org/abs/2503.00735 Source: Hacker News Title: Ladder: Self-Improving LLMs Through Recursive Problem Decomposition Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper introduces LADDER, a novel framework for enhancing the problem-solving capabilities of Large Language Models (LLMs) through a self-guided learning approach. By recursively generating simpler problem variants, LADDER enables models to…

  • Hacker News: Some Thoughts on Autoregressive Models

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    Kurt Seifried
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    Source URL: https://wonderfall.dev/autoregressive/ Source: Hacker News Title: Some Thoughts on Autoregressive Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text offers a comprehensive critique of autoregressive (AR) models, particularly large language models (LLMs), highlighting their strengths and limitations regarding human-like cognition and reasoning. It emphasizes the need for alternative architectures that integrate…

  • Simon Willison’s Weblog: Mistral OCR

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Mar/7/mistral-ocr/#atom-everything Source: Simon Willison’s Weblog Title: Mistral OCR Feedly Summary: Mistral OCR New closed-source specialist OCR model by Mistral – you can feed it images or a PDF and it produces Markdown with optional embedded images. It’s available via their API, or it’s “available to self-host on a selective basis" for people with…

  • Hacker News: Why I find diffusion models interesting?

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    Kurt Seifried
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    Source URL: https://rnikhil.com/2025/03/06/diffusion-models-eval Source: Hacker News Title: Why I find diffusion models interesting? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a newly released diffusion model, known as dLLM, which aims to enhance the traditional autoregressive approach used in language model generation by allowing simultaneous generation and validation of text. This…

  • Hacker News: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue"

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    Kurt Seifried
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    Source URL: https://openpipe.ai/blog/using-grpo-to-beat-o1-o3-mini-and-r1-on-temporal-clue Source: Hacker News Title: Using GRPO to Beat o1, o3-mini and R1 at "Temporal Clue" Feedly Summary: Comments AI Summary and Description: Yes Short Summary with Insight: The provided text explores the application of reinforcement learning to enhance the deductive reasoning capabilities of smaller, open-weight models in AI. Specifically, it focuses on…

  • Hacker News: Launch HN: Cenote (YC W25) – Back Office Automation for Medical Clinics

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    Kurt Seifried
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    Source URL: https://news.ycombinator.com/item?id=43280836 Source: Hacker News Title: Launch HN: Cenote (YC W25) – Back Office Automation for Medical Clinics Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Cenote, a company using AI to streamline referral intake for medical clinics by automating data extraction and insurance verification processes. This innovation is particularly…

  • Scott Logic: LLMs Don’t Know What They Don’t Know—And That’s a Problem

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    Kurt Seifried
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    Source URL: https://blog.scottlogic.com/2025/03/06/llms-dont-know-what-they-dont-know-and-thats-a-problem.html Source: Scott Logic Title: LLMs Don’t Know What They Don’t Know—And That’s a Problem Feedly Summary: LLMs are not just limited by hallucinations—they fundamentally lack awareness of their own capabilities, making them overconfident in executing tasks they don’t fully understand. While “vibe coding” embraces AI’s ability to generate quick solutions, true progress…