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Analysis: AI Will Accelerate Quantum Computing Threats, Crypto Industry May Enter an Era of Persistent Security Arms Race

multiple blockchain and post-quantum cryptography researchers have warned that artificial intelligence (AI) is accelerating the development of quantum computing and could potentially impact the security systems of mainstream blockchains, including Bitcoin and Ethereum, earlier than anticipated.Alex Pruden, CEO of Project Eleven, a firm focused on quantum-resistant infrastructure, stated that the combination of AI and quantum computing is fundamentally reshaping the future security landscape. "People will no longer be able to rely on existing security assumptions as they have in the past," he said.Researchers point out that AI is already being used to optimize quantum error correction, which is one of the key technical bottlenecks in the development of quantum computing. Illia Polosukhin also noted that AI has been accelerating scientific breakthroughs for years, and in the future, there may even be a circular acceleration effect where "AI helps build the next generation of quantum computers."One of the industry's biggest current concerns is the "Harvest Now, Decrypt Later" strategy, where governments or advanced attackers begin mass-collecting encrypted data now, waiting to decrypt it all at once once quantum computing matures. Polosukhin warned that if quantum computers become viable within a few years, "most of today's important data on the internet could be decrypted in the future."Given that most blockchain networks and internet infrastructure currently rely on elliptic curve cryptography (ECC), a sufficiently powerful quantum computer could theoretically derive a private key from a public key, directly breaking wallets and on-chain systems. Simultaneously, AI itself is strengthening hacking capabilities. Pruden stated that AI models are becoming increasingly adept at discovering software vulnerabilities and cryptography implementation flaws, and may even be able to crack some encryption algorithms directly in the future.However, AI is also being used by developers for code auditing, formal verification, and testing post-quantum security systems, creating a "long-term security arms race" with simultaneous upgrades on both the offensive and defensive sides. Researchers believe the most significant change brought by AI and quantum computing together is that the core assumption of "long-term cryptographic reliability" in the digital age is being challenged. Future security systems may shift from "static upgrades" to continuous dynamic evolution. (CoinDesk)

Bitcoin Developers Propose BIP-361 to Counter Future Potential Quantum Attack Risks

Odaily News Bitcoin contributor Jameson Loop and other cryptographers have proposed an initiative that could force Bitcoin holders to migrate their tokens to new quantum-resistant addresses, otherwise their tokens would be permanently frozen by the network itself. In this scenario, holders would technically still "own" the coins but would lose the ability to transfer them. This is known as Bitcoin Improvement Proposal BIP-361, which was updated in Bitcoin's official proposal repository on Tuesday under the title "Post-Quantum Migration and Legacy Signature Deprecation".BIP-361 builds upon the BIP-360 proposal introduced in February. BIP-360 introduced a soft fork (a network upgrade) designed to enable a new transaction type called "Pay-to-Merkle-Root" (P2MR). This method draws from Bitcoin's Taproot (P2TR) framework but removes the key-based spending path, thereby eliminating an element widely considered to be at risk in the quantum era.The BIP-361 proposal divides the migration into three phases. Phase A begins three years after activation, prohibiting anyone from sending new Bitcoin to legacy, quantum-vulnerable addresses. You can still spend from these addresses but cannot receive any coins.Phase B begins five years after activation, rendering legacy signatures (ECDSA and Schnorr) completely invalid. The network will reject any attempts to spend coins from quantum-vulnerable wallets. Essentially, your coins will be frozen.Finally, there is Phase C, a still-under-research rescue plan: holders of frozen wallets may be able to prove ownership via zero-knowledge proofs (a method of proving knowledge of a secret without revealing the secret itself). If successful, coins frozen in Phase B could be recovered. (CoinDesk)