Part 5/12:
The correlation between increased compute and model quality underscores why recent versions, like 12.4, show dramatic improvements over earlier versions such as 12.3. In essence, more powerful training clusters allow Tesla to leverage more recent and diverse data, leading to safer, more reliable autonomous driving systems.
Progress of Edge Cases and Feature Completeness
Tesla’s focus is not solely on average performance but on handling the edge cases—rare or complex situations that the system must master before full deployment. Elon Musk himself emphasizes this, aiming to resolve issues such as construction zone navigation, school bus interactions, debris avoidance, and operation in inclement weather.