In this talk, we will explore the potential implementation of several physical layer blocks using AI/ML algorithms, including IF estimation, symbol rate estimation, channel estimation, modulation classification, early ACK/NACK activation, and AI/ML-based LDPC decoding. We will conclude with a discussion of possible future directions for AI/ML in wireless communications