VeriForge: Mitigating Latent Knowledge Gaps in Narrative Drafting via Mixed-Initiative Scaffolding

• 类型：arxiv
• 标识：2608.09698
• 链接：http://arxiv.org/abs/2608.09698v1
• 主分类：agent
• 形态：application
• 被引：0
• 被引来源：Semantic Scholar
• S2被引：0
• 影响力被引：0
• TLDR：VeriForge is a mixed-initiative writing system that divides cognitive labor so that the system assumes initiative over domain discovery while the author retains full initiative over narrative synthesis, and is perceived by expert raters to produce passages with stronger domain grounding in a controlled cold-start writing task.
• 待LLM分类：否
• 标题中文：VeriForge：通过混合主动式支架缓解叙事起草中的潜在知识缺口
• TLDR中文：VeriForge 是一种混合主动写作系统，通过划分认知劳动，使系统在领域发现上承担主动权，而作者保留对叙事合成的完全主动权；在受控的冷启动写作任务中，专家评审者认为其产出在领域扎根方面更强。
• 成熟度：research
• 场景：creative writing、mixed-initiative、narrative scaffolding
• 来源文件：
• /inbox/tom/_candidates/2026-08-12-agent-rag-longcontext-candidates.json
• [S2 enrich]