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Tag: research

  • Introducing deep research – OpenAI

    Deep research is built for people who do intensive knowledge work in areas like finance, science, policy, and engineering and need thorough, precise, and reliable research. It can be equally useful for discerning shoppers looking for hyper-personalized recommendations on purchases that typically require careful research, like cars, appliances, and furniture. Every output is fully documented, with clear citations and a summary of its thinking, making it easy to reference and verify the information. It is particularly effective at finding niche, non-intuitive information that would require browsing numerous websites. Deep research frees up valuable time by allowing you to offload and expedite complex, time-intensive web research with just one query.

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  • Exclusive: These universities have the most retracted scientific articles – Nature

    This surge can now be seen in a first-of-its-kind analysis of institutional retraction rates around the globe over the past decade, for which Nature’s news team used figures supplied by three private research-integrity and analytics firms. Jining First People’s Hospital tops the charts, with more than 5% of its total output from 2014 to 2024 retracted — more than 100 papers (see ‘Highest retraction rates’). That proportion is an order of magnitude higher than China’s retraction rate, and 50 times the global average. Depending on how one counts, the hospital could be the institution with the world’s highest retraction rate. Many other Chinese hospitals are retraction hotspots. But universities and institutes in China, Saudi Arabia, India, Pakistan and Ethiopia feature in the data as well. Retractions can be for honest mistakes and administrative errors, but evidence suggests the majority of cases in these data are related to misconduct. […]

    Data on retractions show that they are rare events. Out of 50 million or more articles published over the past decade, for instance, a mere 40,000 or so (fewer than 0.1%) have been retracted, according to the firms’ data sets. But the rise in retraction notices (by which journals announce that a paper is being retracted) is outstripping the growth of published papers — partly because of the rise of paper mills and the growing number of sleuths who spot problems with published articles.

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  • The end of search, the beginning of research – One Useful Thing

    A hint to the future arrived quietly over the weekend. For a long time, I’ve been discussing two parallel revolutions in AI: the rise of autonomous agents and the emergence of powerful Reasoners since OpenAI’s o1 was launched. These two threads have finally converged into something really impressive – AI systems that can conduct research with the depth and nuance of human experts, but at machine speed.

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  • Prophecies of the Flood – One Useful Thing

    The result was a 17 page paper with 118 references! But is it any good? I have taught the introductory entrepreneurship class at Wharton for over a decade, published on the topic, started companies myself, and even wrote a book on entrepreneurship, and I think this is pretty solid.

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