{"data":{"id":"a98e4618-53b3-484b-898a-ee53191d71c4","title":"The emergence of the web data infrastructure layer for AI","summary":"AI systems need access to large amounts of current, structured data to work effectively, but the web was not designed for the automated data retrieval that AI applications require. Companies face a challenge: traditional training methods using old data snapshots are insufficient, and they need infrastructure that can continuously retrieve real-time, trustworthy information from millions of websites to keep AI outputs current and reduce hallucinations (when AI generates false information).","solution":"N/A -- no mitigation discussed in source.","labels":["industry"],"sourceUrl":"https://www.technologyreview.com/2026/06/24/1139202/the-emergence-of-the-web-data-infrastructure-layer-for-ai/","publishedAt":"2026-06-24T11:59:54.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":["HuggingFace"],"affectedVendorsRaw":["Bright Data","OpenAI","Anthropic","Google","Meta"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-06-24T11:59:54.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":"training_data","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":null,"atlasIds":null}}