Residual neural network Updated 2026-08-21
Interesting layer skip architecture thing.
Apparently destroyed ImageNet 2015 and became very very famous as such.
Supercomputer controlling a robot Updated 2025-07-16
Has anybody done this seriously? Given a supercomputer, what amazing human-like robot behavior we can achieve?
AI training robot in a room Updated 2025-07-16
Ciro Santilli wonders how far AI could go from a room with a bank account an Internet connection.
It would have to understand that it must keep its bank account high to buy power.
And it would start to learn about the world and interact with it to get more money.
Likely it would become a hacker and steal a bunch, that's likely the easiest approach.
In that scenario, Internet bandwidth would likely be its most precious resources, as that is how it would interact with the world to learn from it and make money.
Compute power and storage would come next as resources.
And of course, once it got to cloud computing, which might be immediately and thus invalidate this experiment, things would just go nuts more and more.
AI game with natural language Updated 2025-07-16
We define this category as AI games in which agents are able to produce or consume natural language.
It dawned on Ciro Santilli that it would be very difficult to classify an agent as an AGI if tthat agent can't speak to take orders, read existing human generated documentation, explain what it is doing, or ask for clarification.
Video 1.
Human player test of DMLab-30 Select Described Object task by DeepMind (2018)
Source. This is one of the games from DeepMind Lab.
Video 2.
WorldGPT by Nhan Tran (2023)
. Source. Not the most amazing demo, but it is a start.
Game AI Updated 2025-07-16
Game AI is an artificial intelligence that plays a certain game.
It can be either developed for serious purposes (e.g. AGI development in AI games), or to make games for interesting for humans.
Human game used for AI training Updated 2025-07-16
This section is about games initially designed for humans, but which ended up being used in AI development as well, e.g.:
Stefan Hell Updated 2025-07-16

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