AGI—the term for a machine that attains the resourcefulness of animal brains

Deep neural networks (DNN)—made up of layers and layers of processing systems trained on human-created data to mimic the neural networks of our brains—often seem to mirror not just human intelligence but also human inexplicability.

• Alignment - getting AI in line with our values so it doesn't kill us

Video of what's after AGI

https://youtu.be/tFx_UNW9I1U?si=NWgVLuLtceDEwEFe

A neural network is a mathematical system that learns skills by analyzing data.

ASI Artificial Superintelligence

Deep Learning - In artificial intelligence, neural networks are systems that are similar to the human brain in the way they learn and process information. They enable AIs to learn from experience, as a person would. This is called deep learning. deep learning “works” only for a limited set of problems. Altman knows this:

humanity discovered an algorithm that could really, truly learn any distribution of data (or really the underlying “rules” that produce any distribution of data).

That’s what deep learning does – that’s how it “works”. That’s important, and it’s a technique that can be applied to various domains, but it’s far from the only problem that exists.

GAN Among the different deep learning models include generative adversarial networks (GANs), which are most often used to train generative AI models,

Generative AI is a type of machine learning model (per Google)generative AI — systems that can create text, images, code and other multimedia in seconds — with the release of ChatGPT almost a year ago.

White-box models, nonetheless, are a relatively new branch of AI research that are seeking to make AI more explainable.

Training: a process of observation and pattern matching (according to Google’s Gemini FAQ page)

Generative AI can be trained on any type of data, but LLMs use words as their main source of training data.

“Gray Goo Scenario,” where self-replicating nanobots created by AI with the intention of consuming harmful cells or pathogens accidentally (or intentionally) spiral out of control, endlessly replicating until they turn into a substance known as gray goo.

“Paper Clip Problem,” where an AI is instructed to maximize paper clip production and relentlessly continues its task, eventually converting the entire planet into paper clips and eliminating humans that stand in its way.