TIME magazine has presented the best inventions of 2023. The list includes 200 innovations that are changing our lives.

In compiling this year’s list, the publication paid special attention to new and emerging industries such as artificial intelligence, green energy, and sustainable development. It also evaluated each candidate on a number of key factors, such as originality, effectiveness, ambition, and impact.

The list of the best inventions includes 14 tools based on artificial intelligence. This list, for example, includes Generative Expand and Generative Fill, which work in the Adobe Photoshop graphics editor. The functions allow you to expand the image, add or remove objects.

The list also includes GPT-4 from OpenAI, which was released in March this year. In addition, there is a Gen 2 model that can generate short videos from several user prompts. The Runway startup announced its availability in the spring.

The list includes Dedrone’s product for detecting drones in cities. It’s called City-Wide Drone Detection and is already being used at some airports. Another AI tool on TIME’s list is the Meta SeamlessM4T neural network that works as a translator-transcriber and recognizes almost 100 languages.

Another interesting and useful tool on the list is FeaturePrint by Alitheon. It allows users to detect counterfeit goods by pointing the camera at an object, and then the AI tool will determine its authenticity.

The list also includes the neural network So-VITS-SVC, which is capable of creating high-quality vocal parts in songs, and the Stable Audio model, which can generate both musical compositions and individual sound effects.

OpenAI’s DALL-E 3 image generator is also on the TIME list of the best. The list also includes a functional device with a camera and a projection screen Humane Ai Pin and the AudioShake tool, which can split audio into separate elements, making it interactive.

Another important AI tool is the TrailGuard AI system created by the American organization Resolve. It uses tiny cameras equipped with Intel technology to monitor endangered species and detect poachers.

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Book lovers will appreciate Project Gutenberg Open Audiobook Collection. This is an open collection of audiobooks created by Project Gutenberg, Microsoft, and the Massachusetts Institute of Technology. Using text-to-speech technology, they created a library of 5,000 audiobooks that are now available on Spotify.

Finally, the list includes the AI Wildfire Detector from the AlertCalifornia public safety program and the California Department of Forestry and Fire Protection. In this case, the AI was trained to detect smoke and other early signs of a fire using a network of more than 1050 cameras deployed in the forests of California. The goal of the project is to detect forest fires before they spread.