Unverified50% confidenceOpinionExact time

The concept behind the Ledger system shares similarities with the WikiSkill (evolutionary system) proposed by Google researchers, but the Ledger was independently designed and developed by the author.

1

Sources

50%

Confidence

Long-term

Relevance

9/11/2026

First Seen

Sources

Ledger Memory System: Help AI Agents Reuse Experience and Stop Repeating Mistakes

Related Entities

WikiSkillconcept 谷歌company Ledger Memory Systemconcept

Related Claims

UnverifiedThe webinar on Wiki-style memory, hosted by industry expert Jeff, was accompanied by the release of an actual product.65% similar Unverified大语言模型随参数规模增长突然涌现出思维链推理能力，由Google的涌现能力论文系统记录64% similar VerifiedGoogle systematized the Mixture of Experts architecture design in its 2017 Sparsely-Gated MoE paper.63% similar

Cite This Claim

Stable URI

https://kongchang.com/claim/899520

API

curl https://kongchang.com/api/v1/knowledge/claims/899520

MCP

get_claim(id=899520)