{"data":{"id":"afdc1f1b-a452-44c8-ab4d-4b3466b2a90d","title":"A Survey of Algorithm Debt in Machine and Deep Learning Systems: Definition, Smells, and Future Work","summary":"This ACM Computing Surveys article, published in Volume 58, Issue 11 (pages 1-35, August 2026), surveys algorithm debt in machine and deep learning systems. The source text provided here contains only the bibliographic citation and no article body, so the defining, smell-cataloguing and future-work content it names cannot be described.","solution":"N/A -- no mitigation discussed in source.","labels":["research"],"sourceUrl":"https://dl.acm.org/doi/abs/10.1145/3806391?af=R","publishedAt":"2026-04-28T12:00:50.769Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":[],"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":null,"fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.7,"researchCategory":"peer_reviewed","atlasIds":null}}