A method of implementing non-interactive proof in zero-knowledge proof algorithm called the Fiat-Shamir Heuristic. By using a hash function to generate random numbers instead of the challenge phase in traditional interactive proof。

FOAKS (Fast Oblivious Algorithm for Knapsack based on Sort) is a common zero-knowledge proof algorithm that also uses the Fiat-Shamir Heuristic in the proof generation process. By introducing a hash function in the Breakdown section of the proof, FOAKS can achieve non-interactive proof, making it more suitable for some application scenarios that require efficiency and have high network communication costs, such as on-chain data privacy protection and zkRollup.

Microsoft 365 Copilot is an artificial intelligence-driven application and service that helps users generate documents, emails, presentations, and more. Powered mainly by OpenAI's GPT-4, Copilot works alongside Microsoft 365 applications as an assistant, appearing as a chatbot in the sidebar. Office users can call on it to generate documents, create PPT based on Word documents, and even assist with PivotTables in Excel. According to Microsoft, Copilot is a new way of working that will embed itself into the applications used by millions of people every day, including Word, Excel, PowerPoint, Outlook, Teams, and more. Copilot can work with Teams to summarize meeting content, alert users to possible missed items, and even summarize during the meeting.

OpenAI has announced the launch of its latest-generation AI language model, GPT-4, which is a large-scale multimodal model that can handle both images and text with higher accuracy and reasoning capabilities. However, GPT-4 still has limitations, such as the potential for logical errors and a lack of deep understanding of specific domain-specific logic flaws. In contrast, the formal verification tool Beosin VaaS can automatically discover common vulnerabilities, business logic errors, and other security issues in smart contracts and provide expert recommendations for remediation, achieving an accuracy rate of over 97%. When it comes to auditing smart contracts, Beosin VaaS may be more powerful than ChatGPT.

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