Context matters more.

Model performance has improved to a point where incremental gains don’t change outcomes significantly. What actually determines usefulness now is how well a system understands and uses context.

Without context:

• Outputs may be technically correct but irrelevant

• Responses lack continuity and intent

• Decision-making becomes unreliable

In most real-world applications, the challenge isn’t generating language.
It’s generating the right response for a specific situation.

Performance enables capability.
Context determines value.