dex@dexhorthy
38AI 编辑部评分,满分 100
2026-07-30 11:26· 2天前
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AI 摘要

Dex Horthy 提出 RLM(递归语言模型)框架,将其定义为 f(max_subagent_depth, min_subagent_depth)max_subagent_depth 表示最大子智能体层级数,min_subagent_depth 表示允许调用非 Agent 工具的最低层级。

was riffing about RLMs recently… decided there are two "most interesting" dimensions

preface - my simple definition of RLM is just N-depth subagents, and wielding context well there

but… what if you frame it as:

RLM = f(max_subagent_depth, min_subagent_depth)

where max_subagent_depth is self-explanatory

and min_subagent_depth is "how many layers do you have to go before tools other than Agent() are allowed"

so RLM(3,1) means max 3 levels and the root agent can only invoke subagents, no other tools

bu tyou could have RLM(1,0) - claude code default where the parent gets tools + one layer of subagents

or RLM(2,1) or RLM(5,2) where parent AND its subs are blocked from all tools and tool calling agents must start at layer 3

(h/t allison for the inspo)

dex · @dexhorthy · X·2026-07-30 11:26·2天前
在 X 看原推· x.com
AI 摘要

Dex Horthy 提出 RLM(递归语言模型)框架,将其定义为 f(max_subagent_depth, min_subagent_depth)max_subagent_depth 表示最大子智能体层级数,min_subagent_depth 表示允许调用非 Agent 工具的最低层级。

was riffing about RLMs recently… decided there are two "most interesting" dimensions

preface - my simple definition of RLM is just N-depth subagents, and wielding context well there

but… what if you frame it as:

RLM = f(max_subagent_depth, min_subagent_depth)

where max_subagent_depth is self-explanatory

and min_subagent_depth is "how many layers do you have to go before tools other than Agent() are allowed"

so RLM(3,1) means max 3 levels and the root agent can only invoke subagents, no other tools

bu tyou could have RLM(1,0) - claude code default where the parent gets tools + one layer of subagents

or RLM(2,1) or RLM(5,2) where parent AND its subs are blocked from all tools and tool calling agents must start at layer 3

(h/t allison for the inspo)

在 X 查看原推x.com