List of most impressive AI achievements
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This is version of Vladimir Shakirov. Alternative versions of this article would be here (currently no alternative versions).
- ChatGPT, see some impressive results here: https://t.me/axisofordinary/3853, https://t.me/axisofordinary/3847, https://t.me/axisofordinary/3838. https://twitter.com/ESYudkowsky/status/1598663598490136576
- amazing image generation (DALL-E, IMAGEN, etc). Decent tries to generate amazing videos as well (IMAGEN videos, Make-A-Video).
- coding systems fastly approaching junior level (AlphaCode, OpenAI Codex).
- AlphaGo / AlphaZero / MuZero defeated human champions in Go and chess, learning by playing with itself without human training data or domain knowledge.
- OpenAI Five / AlphaStar were highly competitive with Dota / StarCraft champions, both with sound human-like restrictions on number of actions per second etc.
- AlphaFold predicts proteins structure much better than other compatible methods. True revolution is coming with further increases in accuracy.
- Amazing solving of hard integrals and differential equations[1] (see p.9 for examples). Solving university-level math tasks (based on OpenAI Codex as here [2] and here [3]).
- numerous ~human-level speech recognition (f.e., Whisper) and generation (even google translate is decent), face recognition, chest x-ray classification, image recognition, near-to-human-level translation (even google translate is quite decent nowadays!), learning to play many Atari games with just 2 hours of real time play data [4], etc etc.
Miscellaneous
List of current state-of-the-arts can be found here: https://paperswithcode.com/
"AlphaCode can do competitive programming. Cicero shows how to use language models in a goal-oriented manner in order to achieve well-defined objectives. Google's Minerva can solve 80% GCSE Higher Mathematics problems and a third of STEM undergraduate problems from MIT. OpenAI's neural theorem prover and Meta's HyperTree Proof Search show how to solve Math Olympiad problems. To name just a few of many other systems like DeepMind's Flamingo" https://t.me/axisofordinary/3961