Tags: research* + search*

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  1. Dan Russell shares an observation from a recent diving trip regarding a peculiar behavior where two different fish species swim in tight formation, such as a Spanish hogfish being closely followed by a Trumpetfish.

    The post poses research questions to the community about the name of this phenomenon, its biological purpose, and which other combinations of species might exhibit similar patterns.
  2. This article discusses how to conduct long-term research effectively using AI as a partner, moving beyond single-prompt queries. It emphasizes the need for "Long-Term Triangulation" – a continuous, iterative methodology. The author outlines four key pillars: building a persistent memory for the AI, tracking shifts in the AI's understanding, actively critiquing its responses with contradictory data, and performing meta-audits to identify blind spots in the research process. The goal is to foster productive friction and avoid intellectual echo chambers, ensuring both the human and the AI think critically.
  3. A review of the SearchResearch blog's 2025 posts, highlighting a shift towards AI-augmented research methods, testing AI tools, and emphasizing the importance of verification and critical thinking in online research.
  4. This blog post details an experiment testing the ability of LLMs (Gemini, ChatGPT, Perplexity) to accurately retrieve and summarize recent blog posts from a specific URL (searchresearch1.blogspot.com). The author found significant issues with hallucinations and inaccuracies, even in models claiming live web access, highlighting the unreliability of LLMs for even simple research tasks.
  5. - "Deep Research" is a new trend in AI-driven research using large language models for multi-step investigations.
    - The article compares Deep Research systems, highlighting capabilities and limitations like generating tangential content and handling nonsensical queries.
    - Includes systems such as Gemini Advanced 1.5 Pro, OpenAI’s Deep Research, Perplexity’s Deep Research Mode, and You.com’s Research Feature.
    2025-02-07 Tags: , , , , by klotz

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