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#deepresearch

3 posts3 participants0 posts today

I'm looking a various AI deep research tools and I'm finding that what is just as valuable or sometimes far more valuable than the actual report it produces are tools like Genspark that allow you to see how they reasoned and what articles they "read" in producing their final report. These reasoning breadcrumbs are great for exploratory search and lateral thinking.

Maybe its not #AI scrapers but AI #agents that are contributing to all the load. I've just asked #Gemini's #deepresearch to do a price impact analysis on what balanced trade between the US and the rest of the world would look like and its going to hit up 40 web-sites before thinking about the answer and then followed up with another 40 sites for follow up research. That is an impressive amount of #context for an #llm to chew on.

Continued thread

Prediction for Q2 2026: next Nobel prize awarded for realizing you may as well stop treating report generation as the core aspect of "deep research" (as it obviously makes no sense, but hey, time traveler's spoilers, sorry!), and stop at the "stuff search results into a database" and let users "chat with the search results", making the research an interactive process.

We'll call this huge scientific breakthrough "DeepRAG With Human Feedback", or "DRHF".

On #DeepResearch - some predictions. Context: news.ycombinator.com/item?id=4

Prediction for Next Hot Thing in Q4 2025 / Q1 2026: someone will make the Nobel prize-worthy discovery that you can stuff results of your deep search into a database (vector or otherwise) and then use it to improve the ability to compile a higher-quality report from much larger amount of sources.

We'll call it #DeepRAG or Retrieval Augmented Deep Research or something.

news.ycombinator.comdeep search is the new RAG | Hacker News

Deep Research von OpenAI & Perplexity revolutioniert die Informationssuche. Marktanalysen mit Deep Research: Konkurrenzanalyse, Trendbeobachtung, Wachstumschancen identifizieren. Wissenschaftliche Studien: Literaturanalyse, Bewertung von Forschungsarbeiten, Erkennen von Trends und Debatten. Enormes Potenzial für effiziente Recherche. Dr. Holger Schmidt erklärt Strategien für effektive Prompts und kontextuelle Informationen. #DeepResearch #KI netzoekonom.de/2025/03/02/open

OpenAI Deep Research still seems like three Excel sheets in a trench coat.

A more honest name would be "vague referencing of search results with a total lack of understanding".

In other words: Yet another UI tweak being marketed as intelligence.

#AI #OpenAI #LLM #DeepResearch

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fediversereport.com · Fediverse Report’s deep research on Deep Research’s fediverse report
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