"100 million words context window is already possible, which is roughly what a human hears in a lifetime. Inference support is the only bottleneck to achieve it.
And AI Models actually do learn during the context window, without changing the weights."
~ Anthropic CEO Dario Amodei
This is from 11 months back. --- From 'Alex Kantrowitz' YT Channel (Full Video link in comment)