In the culture (symbols, then?). For example, a human raised alone in complete wilderness is unlikely to invent any useful numeric representation like our current base-10; they wouldn't even have any use for it without any societal pressure.

Similarly, many animals also pass the knowledge, like certain birds spread the songs among the population.

Besides, individual human knowledge is really specialized. LLM is expected to know everything.