Cao Zihang - Blog

「抵近知识无人区」

【阅】本周阅读摘选2026-08-10 → 2026-08-16

本周阅读摘选 2026-08-10 → 2026-08-16 目录学术相关 CS 8803 LLM - Large Language Models (Georgia Tech) Model discovery agent: LLM-assisted bayesian experiment design for data-efficient discovery of mechanistic world models Consumer inferences...

Posted by Cao Zihang on August 17, 2026

【阅】本周阅读摘选2026-08-03 → 2026-08-09

本周阅读摘选 2026-08-03 → 2026-08-09 目录学术相关徐亦达老师的机器学习讲义业界动态中金丨基于Loop Engineering的自动化因子发现引擎技术技巧 Kaggle丨Kaggriculture虚拟农场 AI 智能体学术相关徐亦达老师的机器学习讲义统计机器学习优化算法概率推断贝叶斯非参数深度学习微分方...

Posted by Cao Zihang on August 10, 2026

【阅】本周阅读摘选2026-07-27 → 2026-08-02

本周阅读摘选 2026-07-27 → 2026-08-02 目录学术相关 Defaults and decisions: choice architecture and consumer opt-out 学术相关 Defaults and decisions: choice architecture and consumer opt-out1 把默认效应拆分为退出成本与偏离成本两种原因的磨擦性互补 Donkor, K....

Posted by Cao Zihang on August 3, 2026

【阅】本周阅读摘选2026-07-20 → 2026-07-26

本周阅读摘选 2026-07-20 → 2026-07-26 目录学术相关 ForecastBench Enhancing AI-Assisted Purchase Decisions: The Role of the Sense of Autonomy 学术相关 ForecastBench ForecastBench 是一个专门评估 AI 系统预测未来事件能力的动态基准测试动态更新来源真实：Polymarket、Meta...

Posted by Cao Zihang on July 27, 2026

【阅】本周阅读摘选2026-07-13 → 2026-07-19

本周阅读摘选 2026-07-13 → 2026-07-19 目录学术相关 Multi-turn agentic scientific literature search via workflow induction 学术相关 Multi-turn agentic scientific literature search via workflow induction 1 PAPERPILOT: a multi-turn literature s...

Posted by Cao Zihang on July 20, 2026

【阅】本周阅读摘选2026-07-06 → 2026-07-12

本周阅读摘选 2026-07-06 → 2026-07-12 目录学术相关 GrepSeek: Training Search Agents for Direct Corpus Interaction 学术相关 GrepSeek: Training Search Agents for Direct Corpus Interaction 1 GrepSeek, an optimized direct corpus interaction (DCI...

Posted by Cao Zihang on July 13, 2026

【阅】本周阅读摘选2026-06-29 → 2026-07-05

本周阅读摘选 2026-06-29 → 2026-07-05 目录学术相关 AgentSociety 2: An Integrated Research Environment for Executable Social Science 进化算法学术相关 AgentSociety 2: An Integrated Research Environment for Executable Social Science 1 本质上是一个...

Posted by Cao Zihang on July 6, 2026

【阅】本周阅读摘选2026-06-22 → 2026-06-28

本周阅读摘选 2026-06-22 → 2026-06-28 目录学术相关 EvoEmbedding: evolvable representations for long-context retrieval and agentic memory 技术技巧 Datawhale 邱汉宸丨最新！万字综述 Prompt 到 Loop 进化学术相关 EvoEmbedding: evolvable representat...

Posted by Cao Zihang on June 29, 2026

【阅】本周阅读摘选2026-06-15 → 2026-06-21

本周阅读摘选 2026-06-15 → 2026-06-21 目录学术相关 Large language models and causal inference in collaboration: a survey 学术相关 Large language models and causal inference in collaboration: a survey 1 Treatment Effet Estimation ...

Posted by Cao Zihang on June 22, 2026

【阅】本周阅读摘选2026-06-08 → 2026-06-14

本周阅读摘选 2026-06-08 → 2026-06-14 目录学术相关数据派THU丨别把 LLM 提取的主题当成真实变量技术技巧 DeepHub丨Pydantic V2 CheatSheet 学术相关数据派THU丨别把 LLM 提取的主题当成真实变量 LLM 生成的主题标签是“生成变量”，它继承了文本产生机制、模型提取过程和样本选择机制中的隐含假设。因而，在将此类变量用于回归、A/B 测试或因果推...

Posted by Cao Zihang on June 15, 2026