  This paper studies the higher differentials of the classical Adams spectral
sequence at odd primes. In particular, we follow the ``cofiber of $\tau$
philosophy'' of Gheorghe, Isaksen, Wang, and Xu to show that higher Adams
differentials agree with their corresponding higher algebraic Novikov
differentials in a certain range.
