Chapter 5 Little Nightmares Walkthrough

Okay, so I just got out of the elevator and turned right. There’s this long staircase right there, next to a locked door – looks like I need to find a key first. Once I do, I’ll climb those stairs and go into the only room that’s open up there.







![Memory capacity benchmarks reveal that the Memory-Hierarchical Network (MHN) maintains perfect recall up to a pattern density of [latex]P=N[/latex], significantly exceeding the performance of the Phasor-graph memory-which falls below 95% recall near the classical Hopfield bound of [latex]0.138N[/latex]-and demonstrating a substantial advantage over the Echo State Network, which rapidly degrades in associative recall performance due to its architectural limitations.](https://arxiv.org/html/2601.04362v1/x8.png)
