Crypto news

12.07.2026
08:23

Google hands over control of the quantum processor Willow to AI.

Google Quantum AI has achieved a breakthrough by entrusting artificial intelligence with the control of its next-generation quantum processor, Willow. Instead of traditional manual calibration, the system uses reinforcement learning to continuously adapt the chip's parameters in real time.

Quantum processors are extremely sensitive to external influences and internal noise, leading to a high error rate. Previously, engineers had to manually adjust thousands of parameters to maintain computational stability. Now, an AI agent independently analyzes the system's state and makes adjustments, compensating for quantum noise and parameter drift.

This approach fundamentally changes the paradigm: software takes on the burden of managing the most complex hardware. Instead of relying on static settings, the AI dynamically optimizes the operation of the Willow processor, improving accuracy and qubit coherence time. This is not just automation — it is intelligent control that could become a cornerstone for building fault-tolerant quantum computers.

It is important to note that Willow is not just an experimental platform. The processor has already demonstrated impressive results, and the integration of AI control takes it to a new level. We are witnessing a transition from laboratory experiments to engineering solutions, where software and hardware operate in a unified, self-regulating cycle.

My analysis: This is not just another step in quantum computing — it is a shift in philosophy. Quantum systems are too complex for manual control. Using AI to manage them is the only path to scalability. If Google can scale this approach to thousands of qubits, we will witness the birth of truly practical quantum computers that will self-diagnose and self-heal. For the crypto industry, this means that the threat of quantum hacking of current cryptographic algorithms is becoming not just theoretical, but increasingly real and imminent.