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JosephSun1854/README.md

Law × AI — Social law · LLM and AI regulation

Research workspace / 研究工作台 · Projects / 项目 · Research interests / 研究兴趣 · Methods / 方法

My research interests sit at the intersection of social law and the regulation of large language models and AI: workers' rights, social protection, accountable decision-making, and traceable research evidence.

关注社会法学与大模型、人工智能法律规制,尤其是劳动者权益、社会保障、算法决策问责,以及法学研究中的证据可追溯性。

Research tools / 研究工具

Small, inspectable tools for the path from a source to a research argument. Each repository includes working software, a method note, examples, and reproducible checks.

Project Research use Try it
01-citation-audit Bibliography checks, optional DOI metadata, human review / 引注与来源核验 Open ↗
02-evidence-atlas Chinese/English BM25 retrieval, source snapshots, claim–evidence notes / 原文检索与证据记录 Open ↗
03-research-roadmap Questions, dependencies, workload forecasts, experiment logs / 研究规划与实验记录 Open ↗
04-literature-library Original papers, bibliographic slices, classified exports, review outlines / 论文原件、文献切片与综述提纲 Open ↗

Interactive studio / 互动实验室

Four free, original experiences for students and early-career workers. Explore your choices, inspect the reasoning, and export a portrait-format result card.

面向大学生与初入职场者的免费互动体验:从自我探索走向具体行动,结果卡可下载分享。

Project Experience Try it
07-ai-workstyle Original AI collaboration habits quiz / AI 协作风格测试 Open ↗
08-career-compass Six-interest career exploration and weekly experiments / 职业兴趣罗盘 Open ↗
09-algorithm-jury Fictional AI dilemmas and governance priorities / AI 决策陪审团 Open ↗
10-offer-lab Explainable income, time and growth comparison / Offer 选择实验室 Open ↗

These are transparent explorations, with original questions and documented rules. They do not establish a validated personality diagnosis, predict career success, decide legal cases, or run an LLM. The Career Compass uses RIASEC categories with its own items and career-family sketches; it is not the official O*NET instrument.

原创题目与公开规则,帮助探索当前选择;不把互动标签视为人格诊断、职业预测或法律裁判。数据默认留在浏览器,结果卡由使用者自愿分享。

Interactive methods / 互动方法 · Launch copy / 发布草稿

Research approach / 研究方法

Sources before claims · Explicit human judgment · Reproducible methods · Local data by default

These tools support legal and AI research through transparent rules, retrieval, and research records. They do not run an LLM, establish legal validity, or turn a matching citation into verified evidence. Citation metadata lookup is optional and sends only a DOI to Crossref.

以来源支撑论断,保留人工判断,公开方法与局限。工具使用透明规则与检索算法,不把生成内容或匹配结果直接视为法律结论;研究材料默认留在本机。

Supporting utilities / 辅助工具
  • 05-focus-ledger — A customizable local focus timer / 可自定义的本地专注计时器。
  • 06-codex-quota-watch — A Windows checkpoint and resume helper / Windows 本地任务快照与续接助手。

Popular repositories Loading

  1. 06-codex-quota-watch 06-codex-quota-watch Public

    Windows PowerShell helper for checkpointing and resuming Codex tasks after quota resets. 本地额度续接助手。

    PowerShell 1

  2. 05-focus-ledger 05-focus-ledger Public

    A local-first, fully customizable focus timer with no preset workflow.

    JavaScript

  3. JosephSun1854 JosephSun1854 Public

    Social law × AI regulation: research tools, original student explorations, governance dilemmas and transparent methods.

    CSS

  4. 01-citation-audit 01-citation-audit Public

    Transparent bibliography checks, optional DOI metadata, and human review for AI-assisted legal research. 法学与AI辅助研究的引注核验工具。

    JavaScript

  5. 02-evidence-atlas 02-evidence-atlas Public

    Chinese/English BM25 paragraph retrieval, source snapshots, and a claim-evidence notebook for social law and AI governance. 中英双语原文检索与证据记录。

    JavaScript

  6. 03-research-roadmap 03-research-roadmap Public

    A local-first research planner with task dependencies, capacity forecasts, experiment records, and literature reading-list imports. 研究规划与实验记录。

    JavaScript