BTQ Technologies publishes a research paper assessing the physical costs of quantum computing in Bitcoin mining, emphasizing that Bitcoin’s main risk comes from vulnerabilities in cryptographic signatures rather than quantum mining. The study proposes an open-source resource estimation model that covers key computational steps.

A CEX CEO said they will study Bitcoin’s quantum-resistance-related issues and urged the industry to address potential threats as early as possible. Although post-quantum cryptography is feasible, execution must be approached with caution to avoid new risks. The exchange has already initiated infrastructure upgrades and is pushing community collaboration to develop quantum-resistant solutions.

Bitcoin security researcher Justin Drake revealed that key progress has been made in quantum computing and cryptography research, which could threaten the security of crypto assets. One study shows that an optimized Shor’s algorithm could crack Bitcoin private keys within minutes, while another study uses a neutral-atom quantum computing architecture to achieve a more efficient cracking process. It is expected that by 2032, quantum computers will have a 10% chance of cracking some of the public keys, accelerating the development of post-quantum cryptography.

Research shows that researchers from Columbia Law School and the University of Haifa analyzed trading data from the Polymarket platform and found over 210,000 suspicious transactions that generated $143 million in profits, which were defined as "informed" trades. The study used five criteria to filter out high-stakes betting accounts, primarily focused on the 2024 U.S. elections, Federal Reserve decisions, and sporting events. The research methodology has been questioned, with the authors admitting that biases may exist. Meanwhile, Polymarket has banned trading based on stolen information, but the collection of identity information is unclear.

Gate News reports that on March 26, a16z co-founder Marc Andreessen reposted a study on human proof by World co-founder Alex Blania and commented, "It's time to prove humanity's existence."

U.S. Securities and Exchange Commission Commissioner Hester M. Peirce announced the launch of an "Innovation Safe Harbor" program for tokenized securities, which will allow limited trading and experimentation within a restricted scope. The program will take a more cautious approach, explore different tokenization models, and consider investor protection mechanisms. The SEC is also evaluating related disclosure and regulatory issues.

Project Eleven's latest research indicates that under post-quantum cryptography, the current address generation methods used by encrypted exchanges may become invalid. The study shows that systems relying on hierarchical deterministic wallets cannot operate under the new standards, and exchanges will be unable to generate new addresses from public keys.

The ETH Zurich research team tested the Byzantine consensus capability of LLM Agents and found that even without malicious nodes, the effective consensus rate was only 41.6%. As the number of nodes increases, reaching agreement becomes more difficult, and the situation worsens further with the addition of malicious nodes. The study concludes that current LLM Agents are not yet reliable for secure consensus, and decentralized deployment should be approached with caution.

PANews March 4 News, according to Cointelegraph, a study by the Bitcoin Policy Institute on 36 cutting-edge AI models found that 48.3% of the models prefer Bitcoin as the primary monetary tool, rather than stablecoins or other forms of currency.

The research team quantitatively evaluated the impact of AGENTS.md on the efficiency of AI programming agents for the first time, finding that its use can significantly reduce runtime and the number of output tokens, and recommending it as a standard development practice. The study is limited to a single agent and small-scale PR.