OCG Lab任务域决策系统
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任务域决策包

没有模型能可靠充当引用准确性的事实源

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c

我需要综合 40 篇论文的研究发现

r

synthesize@document_analysis/literature_review

C'

跨论文论证映射用 Opus 4.8。批量单篇摘要用 Sonnet 4.6。所有引用都必须追溯到原文。

决策栈

使用

cross-paper synthesis, identifying contradictions, thematic mapping

claude/opus-4.8
使用

batch summarization of individual papers, cost-sensitive

claude/sonnet-4.6
验证

any citation will appear in published work

human

认知转移

模型层
ID关系执行体结果输出
CT-D5-001synthesize@cross_paperclaude/opus-4.8已接受最适合跨文档论证综合; maintains thread across sources
CT-D5-002synthesize@cross_paperclaude/sonnet-4.6有边界strong on individual paper summaries; cross-paper coherence weaker
CT-D5-003validate@citationopenai/gpt-5.5拒绝high hallucination risk on specific citations
E-D5-001有边界

Opus 4.8 leads BrowseComp locating hard-to-find information online

Anthropic Opus 4.6 release / 4.8 confirmation
E-D5-002已接受

All current models require citation verification for literature review

根据相邻证据推断: hallucination data + general LLM behavior