Massachusetts Institute of Technology（MIT）Researchers recently released what they claim to be the most comprehensive report to dateAIRisk dynamic database,AIRisk repository（AI Risk Repository），This database aims to comprehensively organize, analyze, and extract artificial intelligence（AI）Integrate relevant risks into a publicly accessible, comprehensive, and scalable classified risk database.

This database is currently the most comprehensiveAIRisk database, covering a wide range ofAIRisk categories and specific risk items. Mainly byAIRisk databaseTheAIRisk causality classification methodandAIThe risk domain classification method consists of three parts.Through a unified classification method and description criteria, the database provides users with a standardizedAIRisk reference framework. The structural design of the database allows for future expansion and updates based on new research findings and practical situations. The database is publicly released, and any user can access and use its resources for free.haveoverallTheStandardizationTheScalabilityandopenSexual and other characteristics.

Massachusetts Institute of Technology

AIThe risk database coversforty-threelargeAIRisk categories, totalseven hundred and seventy-sevenspeciesAIriskThissomeThe risk categories cover multiple aspects from discrimination and harmful content, privacy and safety, false information to socio-economic and environmental hazards, comprehensively coveringAIPotential impacts that technology may bring.These risks arise from existingforty-threeindividualAIExtract from the risk framework and include relevant references and page numbers to ensure accuracy and traceability of information.

In order to gain a deeper understandingAIThe nature and occurrence mechanism of risks have also introduced a causal classification method in the database. This method systematically classifies the occurrence mode, time, and reasons of risks, helping users better grasp the root causes and evolution process of risks.

AIThe risk domain classification method divides risks into seven major domains andtwenty-threeSub domains covering discrimination and harmful content, privacy and security, false information, malicious actors and misuse, human-computer interaction, socio-economic and environmental hazardsAISystem security and malfunctions, etc.Facilitating users to conduct risk analysis and management based on specific field needs, users can quickly locate relevant risk items according to their industry background and professional needs.

AIRisk repositoryCan be applied toPolicy formulationTheRisk assessment and managementTheacademic researchandEducation and TrainingWait.Provide policy makers with formulationAIDevelopment basis for relevant regulations and shared standards；Providing services for enterprises and institutionsAITools and methods for risk assessment and management to help them better respond to potential risks；Provide research for the academic communityAIThe valuable resource of risk promotes theoretical research and practical exploration in related fields；Provide for educational and training institutionsAIMaterials and cases for risk education to enhance public awarenessAIRisk awareness and prevention consciousness.

Although the database isAIRisk governance is of great significance, but there are also some shortcomings, such as relying on existing classification methods may overlook emerging specific domain risks, and the inability to provide information on risk impact and likelihood percentages.MITResearchers say that this work has implications for the futureAIRisk assessment has laid the foundation and we look forward to future versions that not only listAIRisks can also provide relevant mitigation measures and best practice guidelines.

MITThe most complete releaseAIThe risk database isAIAn important achievement in the field of governance, it not only provides a comprehensive risk list and classification method for the industry, but also promotes the development of more coordinated and comprehensive risk management methods. along withAIWith the continuous development and popularization of technology, this database will become a guaranteeAIHealthy development of technology and promotion of responsibilityAIAn important tool for deployment.