uncategorized:capabilities_of_sota_ai
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uncategorized:capabilities_of_sota_ai [2024/01/24 22:43] harlanstewart |
uncategorized:capabilities_of_sota_ai [2024/12/10 21:50] (current) harlanstewart |
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| + | Some things to add to this page, if someone wants to update it at some point: | ||
| + | -GPT-4o advanced voice mode | ||
| + | -GDM GenCast SOTA weather forecasting | ||
| + | -Sora | ||
| + | -o1 reasoning abilities | ||
| + | -Genie 2 and GameNGen | ||
| + | -Hacking milestone from Google' | ||
| + | -Forecasting capabilities https:// | ||
| + | -METR' | ||
| + | -Evaluating Neuroscience results https:// | ||
| + | -Math https:// | ||
| + | */ | ||
| + | |||
| ====== Capabilities of state-of-the-art AI, 2024 ====== | ====== Capabilities of state-of-the-art AI, 2024 ====== | ||
| - | This is a list of some noteworthy capabilities of current state-of-the-art AI in various categories. Last updated 1/3/2024 | + | This is a list of some noteworthy capabilities of current state-of-the-art AI in various categories. Last updated 1/24/2024 |
| ==== Games ==== | ==== Games ==== | ||
| Line 16: | Line 30: | ||
| * In 2019, AlphaStar reached Grandmaster level in Starcraft, playing with the same constraints as a human player (viewing the world through a camera, restricted clickrate).((Alphastar: | * In 2019, AlphaStar reached Grandmaster level in Starcraft, playing with the same constraints as a human player (viewing the world through a camera, restricted clickrate).((Alphastar: | ||
| * DreamerV3 is a general algorithm from 2023 that can learn to play a variety of games without human data, and is able to collect diamonds in Minecraft.(( Hafner, D., Pasukonis, J., Ba, J., & Lillicrap, T. (2023). Mastering Diverse Domains through World Models. arXiv. https:// | * DreamerV3 is a general algorithm from 2023 that can learn to play a variety of games without human data, and is able to collect diamonds in Minecraft.(( Hafner, D., Pasukonis, J., Ba, J., & Lillicrap, T. (2023). Mastering Diverse Domains through World Models. arXiv. https:// | ||
| - | * CICERO, from 2022, can play Diplomacy, a game that involves communicating and coordinating with other players. Cicero ranked in the top 10% of players who had played more than one game on webDiplomacy.net.(( Cicero. Meta AI. (n.d.). Retrieved November 23, 2022, from https:// | ||
| * In 2022, DeepNash won 84% of Stratego games against the top expert human players on Gravon games.((Mastering Stratego, the Classic Game of Imperfect Information. DeepMind blog. (2022, December 1). Retrieved December 2, 2022, from https:// | * In 2022, DeepNash won 84% of Stratego games against the top expert human players on Gravon games.((Mastering Stratego, the Classic Game of Imperfect Information. DeepMind blog. (2022, December 1). Retrieved December 2, 2022, from https:// | ||
| + | * CICERO, from 2022, can play Diplomacy, a game that involves communicating and coordinating with other players. Cicero ranked in the top 10% of players who had played more than one game on webDiplomacy.net.(( Cicero. Meta AI. (n.d.). Retrieved November 23, 2022, from https:// | ||
| + | |||
| + | < | ||
| + | <iframe width=" | ||
| + | </ | ||
| + | //Examples and discussion of Diplomacy gameplay with Cicero// | ||
| ====Language==== | ====Language==== | ||
uncategorized/capabilities_of_sota_ai.1706136199.txt.gz · Last modified: 2024/01/24 22:43 by harlanstewart
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