Part 4/7:

- **Superhuman Memory**: LLMs can retain vast amounts of information, similar to savant-like characters in movies.

- **Cognitive Deficits**: They exhibit notable flaws such as hallucinations, inaccuracies, and an inability to learn or adapt over time in the same way humans can.

He highlighted the importance of understanding these attributes when developing applications that leverage LLMs, especially regarding the need to mitigate their shortcomings.

## Opportunities for Application Development

Karpathy spotlighted the concept of **Partial Autonomy** in applications, where LLMs automate certain functions while keeping humans in the loop.

### Key Features of LLM Apps:

1. **Context Management**: LLMs handle vast amounts of context, providing consistent interaction.