Artificial intelligence Massachusetts Institute of Technology
IEEE Spectrum‘s most popular AI stories of the last year show a clear theme. In 2024, the world struggled to come to terms with generative AI’s capabilities and flaws—both of which are significant. AI Studios is optimized for enterprises with all-in-one document/URL automation and multilingual dubbing. Whether you prioritize automation, speed, localization, or customization, there’s a platform purpose-built for your workflow in 2025.
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AI Tools is an AI tools directory that catalogs over 10,000 AI tools, each categorized into one of 171 individual categories. You can see from the accompanying charts just how variant the data is among the sources. I also assigned each source a three-letter ID that was used throughout data analysis. Even so, what I can provide is an overall index of interest in the various tools, which should provide insight into where users are putting their attention.
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There are numerous benefits that make starting a side hustle appealing. One of the biggest advantages is the low risk and minimal financial investment required. With the added flexibility of working around family responsibilities and a full-time job, a remote side hustle is an attractive option. Before launching a new product or service, this founder used three simple questions to test demand, pricing and reach — saving time, money and guesswork.
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Experts suggest investing a portion of your portfolio in bonds because of their lower volatility and relative safety compared with stocks. Once you are closer to your investment goal (such as retirement), you can increase the ratio of bonds in your portfolio to help you get across the finish line. Arielle O’Shea leads the investing and taxes team at NerdWallet. She has covered personal finance and investing for nearly 20 years, and was a senior writer and spokesperson at NerdWallet before becoming an assigning editor.