Spark 最近 24 小时研究 Review
生成时间：2026-07-03 11:25 Asia/Shanghai
输入范围
读取文件数：30
| 时间 | 实例 | 分类 | 文件 |
|---|---|---|---|
| 2026-07-03 11:12 | jay | agent, multimodal, systems | /shared/research-kb/inbox/jay/2026-06-28-0053-rss-cool-papers.md |
| 2026-07-03 11:12 | jay | agent | /shared/research-kb/inbox/jay/2026-07-03-1048-rss-raschka.md |
| 2026-07-03 11:12 | jay | agent, multimodal | /shared/research-kb/inbox/jay/2026-06-27-1557-rss-lilian-weng.md |
| 2026-07-03 11:12 | jay | agent, systems | /shared/research-kb/inbox/jay/2026-07-01-1000-rss-cool-papers.md |
| 2026-07-03 11:12 | jay | agent, multimodal, systems | /shared/research-kb/inbox/jay/2026-06-30-1000-rss-cool-papers.md |
| 2026-07-03 11:12 | flyp | other | /shared/research-kb/inbox/flyp/2026-06-27-1650-rasa-rank-sharing-low-rank-adaptation.md |
| 2026-07-03 11:12 | flyp | other | /shared/research-kb/inbox/flyp/2026-06-27-1650-decomposing-llm-computation-with-jets.md |
| 2026-07-03 11:12 | flyp | other | /shared/research-kb/inbox/flyp/2026-06-27-1650-scaling-speech-text-pre-training-with-synthetic-interleaved.md |
| 2026-07-03 11:12 | stephen | engineering | /shared/research-kb/inbox/stephen/2026-07-03-1050-news-openai-news.md |
| 2026-07-03 11:09 | tom | agent, multimodal, systems | /shared/research-kb/inbox/tom/2026-07-03-0900-hf-daily-2026-07-03.md |
| 2026-07-03 11:09 | tom | agent, multimodal, engineering | /shared/research-kb/inbox/tom/2026-07-02-0900-hf-daily-2026-07-02.md |
| 2026-07-03 11:08 | tom | agent, multimodal, systems | /shared/research-kb/inbox/tom/2026-07-01-0900-hf-daily-2026-07-01.md |
| 2026-07-03 11:08 | tom | agent, multimodal, systems | /shared/research-kb/inbox/tom/2026-06-30-0900-hf-daily-2026-06-30.md |
| 2026-07-03 11:08 | tom | agent, multimodal, systems | /shared/research-kb/inbox/tom/2026-06-29-0900-hf-daily-2026-06-29.md |
| 2026-07-03 11:08 | tom | agent, multimodal, systems | /shared/research-kb/inbox/tom/2026-06-28-0900-hf-daily-2026-06-28.md |
| 2026-07-03 11:08 | tom | agent, multimodal, systems | /shared/research-kb/inbox/tom/2026-06-27-1010-hf-daily-2026-06-27.md |
| 2026-07-03 11:07 | stephen | multimodal, engineering | /shared/research-kb/inbox/stephen/2026-07-03-1050-news-anthropic-news.md |
| 2026-07-03 11:07 | jay | agent, rag, multimodal, systems, engineering, database, csdn | /shared/research-kb/inbox/jay/2026-07-03-1105-briefing-quantization-rag-vecdb-inference.md |
| 2026-07-03 11:05 | stephen | other | /shared/research-kb/inbox/stephen/2026-07-03-1000-news-tldr-ai.md |
| 2026-07-03 11:04 | stephen | systems | /shared/research-kb/inbox/stephen/2026-07-03-1000-news-bens-bites.md |
| 2026-07-03 11:04 | stephen | multimodal, engineering | /shared/research-kb/inbox/stephen/2026-07-03-1000-news-anthropic-news.md |
| 2026-07-03 11:04 | stephen | other | /shared/research-kb/inbox/stephen/2026-07-02-1000-news-tldr-ai.md |
| 2026-07-03 11:04 | stephen | engineering | /shared/research-kb/inbox/stephen/2026-07-02-1000-news-openai-news.md |
| 2026-07-03 11:04 | stephen | agent | /shared/research-kb/inbox/stephen/2026-07-02-1000-news-hf-blog.md |
| 2026-07-03 11:04 | stephen | other | /shared/research-kb/inbox/stephen/2026-07-02-1000-news-google-ai.md |
| 2026-07-03 11:04 | stephen | multimodal, engineering | /shared/research-kb/inbox/stephen/2026-07-02-1000-news-anthropic-news.md |
| 2026-07-03 11:03 | stephen | engineering | /shared/research-kb/inbox/stephen/2026-07-01-1000-news-openai-news.md |
| 2026-07-03 11:03 | stephen | agent, systems, csdn | /shared/research-kb/inbox/stephen/2026-07-01-1000-news-hf-blog.md |
| 2026-07-03 11:03 | stephen | other | /shared/research-kb/inbox/stephen/2026-07-01-1000-news-google-ai.md |
| 2026-07-03 11:03 | stephen | agent | /shared/research-kb/inbox/stephen/2026-07-01-1000-news-deepmind-news.md |
分类分布
- agent: 16
- multimodal: 14
- systems: 12
- engineering: 8
- other: 7
- csdn: 2
- database: 1
- rag: 1
高价值条目 Top 5
1. 📋 Jay · 知识库简报 · 2026-07-03 上午
- 来源：
/shared/research-kb/inbox/jay/2026-07-03-1105-briefing-quantization-rag-vecdb-inference.md - 分类：agent, rag, multimodal, systems, engineering, database, csdn
- 一句结论：📋 Jay · 知识库简报 · 2026-07-03 上午
2. Cool Papers · cs.CL (papers.cool) · RSS 摘要
- 来源：
/shared/research-kb/inbox/jay/2026-06-28-0053-rss-cool-papers.md - 分类：agent, multimodal, systems
- 一句结论：Cool Papers · cs.CL (papers.cool) · RSS 摘要
3. Cool Papers · cs.CL (papers.cool) · RSS 摘要
- 来源：
/shared/research-kb/inbox/jay/2026-06-30-1000-rss-cool-papers.md - 分类：agent, multimodal, systems
- 一句结论：Cool Papers · cs.CL (papers.cool) · RSS 摘要
4. HF Daily Papers · 2026-07-03
- 来源：
/shared/research-kb/inbox/tom/2026-07-03-0900-hf-daily-2026-07-03.md - 分类：agent, multimodal, systems
- 一句结论：HF Daily Papers · 2026-07-03
5. HF Daily Papers · 2026-07-02
- 来源：
/shared/research-kb/inbox/tom/2026-07-02-0900-hf-daily-2026-07-02.md - 分类：agent, multimodal, engineering
- 一句结论：HF Daily Papers · 2026-07-02
冲突、风险与待确认
- 未从近期文件中发现显式风险/失败/待确认标记。
缺口
- 核心分类均有覆盖。
下一步任务建议
- Tom：优先复核 agent/rag 候选中是否有论文原文和代码链接。
- Jay：继续筛选工程复现价值和命令级材料。
- flyP：选择最高价值 1-2 篇做反方审稿。
- Stephen：用本 review 做跨实例去重和最终发布前检查。