AlphaFold, quantum computing, and generative chemistry revolutionize drug discovery and molecular design, combining precise protein modeling, accurate simulations, and novel molecule creation to unlock transformative advancements in science and medicine.

Google Quantum AI's latest research demonstrates below-threshold error correction, a key step towards fault-tolerant quantum computing. Their processors achieved reduced logical error rates, extended logical qubit lifetime, and high-distance error correction.

On August 13, 2024, NIST released its first Post-Quantum Cryptography (PQC) standards, including ML-KEM, ML-DSA, and SLH-DSA, to protect against quantum threats. FALCON will be added soon.

Quantum computing in 2024 has made significant progress in scalability. MIT leads with over 4,000 qubits, Atom Computing developed a 1,180-qubit platform, and IBM introduced a 1,121-qubit processor. These advancements are driving the industry closer to practical quantum systems.

In an interview, John Preskill explored the connections between Quantum Error Correction (QEC), exotic phases of matter, and quantum gravity, highlighting its role in understanding topological order and the holographic principle.