{"data":{"id":"240a7a39-bf4c-4d8c-a262-5efa294869b1","title":"The Download: a startup has a solution for AI’s groupthink problem","summary":"Large language models (AI systems trained on text data to generate responses) tend to give predictable, repetitive answers to open-ended questions, a problem called groupthink. The Australian startup Springboards built an LLM called Flint that has been trained to produce a wider variety of creative responses to open-ended questions like travel recommendations, pushing chatbots away from obvious or formulaic answers.","solution":"N/A -- no mitigation discussed in source.","labels":["industry"],"sourceUrl":"https://www.technologyreview.com/2026/07/02/1140027/the-download-ai-groupthink-llms/","publishedAt":"2026-07-02T12:10:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":["OpenAI","Anthropic","Google","Meta"],"affectedVendorsRaw":["OpenAI","Claude","ChatGPT","Gemini","Anthropic","Fable 5","Google","Meta","Nvidia","Salesforce"],"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":"2026-07-02T12:10:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":true,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}