No. In the semiconductor industry, the "catch-up" player isn't normally spending less in absolute R&D terms.
Comparing the R&D costs of creating GPT-4o vs. DeepSeek V3 (the latest gen for which we already have good accurate numbers) it looks like the latter cost 1/20th as much to create.
If Samsung could catch up with TSMC for 1/20th of the cost, people definitely would say that TSMC has no moat.
Why do you think Chinese models cost 1/20th to train?