你的 agent 为已读输出重复付费。OMNI 改为返回句柄:同一文件读取两次可降低 97.2% 成本。无内容删改,无凭空生成。Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted, nothing invented.
agentmultimodalllm-infra
1 个 · 多模态 · 数据集 · Skill/MCP
你的 agent 为已读输出重复付费。OMNI 改为返回句柄:同一文件读取两次可降低 97.2% 成本。无内容删改,无凭空生成。Your agent pays twice for output it has already seen. OMNI returns a handle instead: 97.2% off a file read twice. Nothing deleted, nothing invented.