Expired50% confidenceFactExact time
The batch-scoring step processes approximately 10 abstracts per batch, totaling about 18,000 tokens.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/12/2026
First Seen
Valid until: 10/10/2026(expired)
Sources
Local AI Agent Reads arXiv So You Don't Have To: Only the Papers That Actually Matter
redditr/ollama7/10/2026
Related Claims
UnverifiedThe description text for 60 Skills/MCPs totals approximately 12,000 tokens (an average of 200 tokens each).72% similarUnverifiedDocument chunks retrieved in each RAG call typically range from 500 to 2,000 tokens, and can reach several thousand tokens when multiple retrieval paths are used.62% similarUnverified在一个典型项目查询中发送了45,000 tokens的上下文，但真正有用的只有约5,000 tokens61% similarUnverified100万Token意味着模型理论上可一次性处理约50-75万汉字60% similar
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