{"data":{"id":"bd697027-2211-48a3-b6a5-6cb1937054c3","title":"How Preply combines AI and human tutors to personalize learning","summary":"Preply, an online language learning marketplace, uses OpenAI's API to create Lesson Insights, a tool that analyzes lesson transcripts to generate personalized feedback on grammar, vocabulary, and pronunciation for both students and tutors. Rather than replacing human tutors, the AI reduces their administrative work and helps students track their progress, creating a continuous learning experience that extends beyond individual lessons.","solution":"N/A -- no mitigation discussed in source.","labels":["industry"],"sourceUrl":"https://openai.com/index/preply","publishedAt":"2026-06-12T00:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":["OpenAI"],"affectedVendorsRaw":["OpenAI","Preply","ChatGPT Enterprise"],"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":"2026-06-12T00:00:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":"api","llmSpecific":true,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}