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RD-AGENT Lecture 3: What do LLM-written factors look like: The Research Taste of AI

第三讲 · LLM 写的因子长什么样:AI 的研究品味 第一章第三讲(本章收尾) 学习目标:通过真实案例建立对 LLM 因子假设质量的判断力;识别"伪逻辑假设"的特征;理解代码质量与逻辑质量的不对称。 1. 开场 前两讲我们隔着玻璃看工厂:循环怎么转(第一讲)、成绩单怎么读(第二讲)。这一讲开门进去,把 AI 写的因子摆上解剖台。材料全部来自真实战役产出(A 股 290…

VaultLedger AI: The 100% Local, Air-Gapped Freelance Financial & Invoice Intelligence OS (Zero Cloud Data Leakage)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built The Problem: Freelancers Are Trapped Between Privacy and Productivity If you are a freelancer…

  • VaultLedger AI is an air-gapped financial OS for freelancers
  • Runs locally on laptop using open-weight AI like Llama 3.2 3B
  • Targets NDAs, confidentiality, and micro-SaaS margin issues

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