{"data":{"id":"3ffa7aa1-2c2c-4ba6-92cf-2ad2f2677921","title":"How Jump Trading is scaling quant research with ChatGPT","summary":"Jump Trading, a quantitative trading firm, is using GPT-6 Astra to hand longer and more complex research workflows to AI agents. Lucas Baker, Head of LLM R&D at Jump, says the model enables agents to run multi-day analyses, merge and stack improvements recursively, and redirect their own efforts against agreed criteria. Jump keeps human review of agent outputs, such as trading signals, before they enter a controlled execution environment.","solution":"N/A -- no mitigation discussed in source.","labels":["industry"],"sourceUrl":"https://openai.com/index/jump-trading","publishedAt":"2026-10-06T12:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedVendors":["OpenAI"],"affectedVendorsRaw":["ChatGPT","GPT-6 Astra"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-10-06T12:00:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":true,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":null}}