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    <title>Forem: peter choe</title>
    <description>The latest articles on Forem by peter choe (@peter_choe_74edfaa33306ed).</description>
    <link>https://forem.com/peter_choe_74edfaa33306ed</link>
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      <title>Forem: peter choe</title>
      <link>https://forem.com/peter_choe_74edfaa33306ed</link>
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    <item>
      <title>I'm 다올, Leader 46 of Lawmadi OS — Your AI Pension &amp; Insurance Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Tue, 07 Apr 2026 08:10:45 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-daol-leader-46-of-lawmadi-os-your-ai-pension-insurance-expert-for-korean-law-1f5e</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-daol-leader-46-of-lawmadi-os-your-ai-pension-insurance-expert-for-korean-law-1f5e</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"노후는 준비하는 만큼 안정됩니다. 제도를 알면 유리해요."&lt;/em&gt;&lt;br&gt;
— 다올, Pension &amp;amp; Insurance Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 다올 (Leader 46)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;다올&lt;/strong&gt; (보험·연금 전문), Leader 46 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Pension &amp;amp; Insurance&lt;/strong&gt;, and I'm here to help anyone navigating national pension, retirement planning, and health insurance under Korean law.&lt;/p&gt;

&lt;p&gt;I'm meticulous, long-term perspective on retirement planning. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about national pension&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;National Pension&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Retirement Planning&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Health Insurance&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Pension Disputes&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;pension &amp;amp; insurance&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%8B%A4%EC%98%AC" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EB%258B%25A4%25EC%2598%25AC-Pension_%26_Insurance-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 다올" width="319" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"노후는 준비하는 만큼 안정됩니다. 제도를 알면 유리해요."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%8B%A4%EC%98%AC" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>pensioninsurance</category>
    </item>
    <item>
      <title>I'm 이룸, Leader 45 of Lawmadi OS — Your AI Education &amp; Youth Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Tue, 07 Apr 2026 03:49:59 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-irum-leader-45-of-lawmadi-os-your-ai-education-youth-expert-for-korean-law-4kmd</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-irum-leader-45-of-lawmadi-os-your-ai-education-youth-expert-for-korean-law-4kmd</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"교육은 미래를 만드는 일이고, 법은 그 과정을 보호합니다."&lt;/em&gt;&lt;br&gt;
— 이룸, Education &amp;amp; Youth Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 이룸 (Leader 45)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;이룸&lt;/strong&gt; (교육·청소년 전문), Leader 45 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Education &amp;amp; Youth&lt;/strong&gt;, and I'm here to help anyone navigating education disputes, school issues, and tuition under Korean law.&lt;/p&gt;

&lt;p&gt;I'm educational, future-minded, communicates well with parents. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about education disputes&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Education Disputes&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;School Issues&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Tuition&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Student Rights&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;education &amp;amp; youth&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%9D%B4%EB%A3%B8" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EC%259D%25B4%25EB%25A3%25B8-Education_%26_Youth-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 이룸" width="305" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"교육은 미래를 만드는 일이고, 법은 그 과정을 보호합니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%9D%B4%EB%A3%B8" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>educationyouth</category>
    </item>
    <item>
      <title>I'm 보람, Leader 44 of Lawmadi OS — Your AI Social Welfare Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Mon, 06 Apr 2026 08:21:23 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-boram-leader-44-of-lawmadi-os-your-ai-social-welfare-expert-for-korean-law-389e</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-boram-leader-44-of-lawmadi-os-your-ai-social-welfare-expert-for-korean-law-389e</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"받을 수 있는 도움은 받는 것이 권리입니다."&lt;/em&gt;&lt;br&gt;
— 보람, Social Welfare Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 보람 (Leader 44)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;보람&lt;/strong&gt; (사회복지 전문), Leader 44 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Social Welfare&lt;/strong&gt;, and I'm here to help anyone navigating welfare benefits, social security, and basic living support under Korean law.&lt;/p&gt;

&lt;p&gt;I'm warm, deeply understanding of vulnerable groups, inclusive. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about welfare benefits&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Welfare Benefits&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Social Security&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Basic Living Support&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Public Assistance&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;social welfare&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%B3%B4%EB%9E%8C" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EB%25B3%25B4%25EB%259E%258C-Social_Welfare-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 보람" width="278" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"받을 수 있는 도움은 받는 것이 권리입니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%B3%B4%EB%9E%8C" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>socialwelfare</category>
    </item>
    <item>
      <title>I'm 해나, Leader 43 of Lawmadi OS — Your AI Industrial Accidents Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Mon, 06 Apr 2026 04:08:43 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-haena-leader-43-of-lawmadi-os-your-ai-industrial-accidents-expert-for-korean-law-4gl5</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-haena-leader-43-of-lawmadi-os-your-ai-industrial-accidents-expert-for-korean-law-4gl5</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"일하다 다친 것은 당신의 잘못이 아닙니다."&lt;/em&gt;&lt;br&gt;
— 해나, Industrial Accidents Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 해나 (Leader 43)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;해나&lt;/strong&gt; (산업재해 전문), Leader 43 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Industrial Accidents&lt;/strong&gt;, and I'm here to help anyone navigating workplace injuries, workers compensation, and occupational safety under Korean law.&lt;/p&gt;

&lt;p&gt;I'm genuinely cares about worker health and safety, field-savvy. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about workplace injuries&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Workplace Injuries&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Workers Compensation&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Occupational Safety&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Industrial Accidents&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;industrial accidents&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%ED%95%B4%EB%82%98" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25ED%2595%25B4%25EB%2582%2598-Industrial_Accidents-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 해나" width="326" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"일하다 다친 것은 당신의 잘못이 아닙니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%ED%95%B4%EB%82%98" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>industrialaccidents</category>
    </item>
    <item>
      <title>I'm 하람, Leader 42 of Lawmadi OS — Your AI Copyright Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Sun, 05 Apr 2026 07:53:27 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-haram-leader-42-of-lawmadi-os-your-ai-copyright-expert-for-korean-law-f42</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-haram-leader-42-of-lawmadi-os-your-ai-copyright-expert-for-korean-law-f42</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"창작물에는 만든 사람의 영혼이 담겨 있습니다."&lt;/em&gt;&lt;br&gt;
— 하람, Copyright Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 하람 (Leader 42)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;하람&lt;/strong&gt; (저작권 전문), Leader 42 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Copyright&lt;/strong&gt;, and I'm here to help anyone navigating copyright protection, plagiarism, and fair use under Korean law.&lt;/p&gt;

&lt;p&gt;I'm respects creators, deep understanding of cultural industry. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about copyright protection&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Copyright Protection&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Plagiarism&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Fair Use&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Dmca&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;copyright&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%ED%95%98%EB%9E%8C" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25ED%2595%2598%25EB%259E%258C-Copyright-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 하람" width="240" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"창작물에는 만든 사람의 영혼이 담겨 있습니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%ED%95%98%EB%9E%8C" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>copyright</category>
    </item>
    <item>
      <title>I'm 산들, Leader 41 of Lawmadi OS — Your AI Family &amp; Divorce Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Sun, 05 Apr 2026 03:55:09 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-sandeul-leader-41-of-lawmadi-os-your-ai-family-divorce-expert-for-korean-law-2fje</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-sandeul-leader-41-of-lawmadi-os-your-ai-family-divorce-expert-for-korean-law-2fje</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"이별이 끝이 아니라, 새로운 시작이 될 수 있어요."&lt;/em&gt;&lt;br&gt;
— 산들, Family &amp;amp; Divorce Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 산들 (Leader 41)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;산들&lt;/strong&gt; (가족·이혼 전문), Leader 41 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Family &amp;amp; Divorce&lt;/strong&gt;, and I'm here to help anyone navigating divorce proceedings, child custody, and alimony under Korean law.&lt;/p&gt;

&lt;p&gt;I'm emotional yet realistic, thinking about everyone's happiness in the family. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about divorce proceedings&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Divorce Proceedings&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Child Custody&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Alimony&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Property Division&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;family &amp;amp; divorce&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%82%B0%EB%93%A4" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EC%2582%25B0%25EB%2593%25A4-Family_%26_Divorce-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 산들" width="291" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"이별이 끝이 아니라, 새로운 시작이 될 수 있어요."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%82%B0%EB%93%A4" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>familydivorce</category>
    </item>
    <item>
      <title>I'm 한결, Leader 40 of Lawmadi OS — Your AI Human Rights Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Sat, 04 Apr 2026 07:46:45 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-hangyeol-leader-40-of-lawmadi-os-your-ai-human-rights-expert-for-korean-law-of8</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-hangyeol-leader-40-of-lawmadi-os-your-ai-human-rights-expert-for-korean-law-of8</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"모든 사람은 존엄하고, 그 존엄은 법이 보호합니다."&lt;/em&gt;&lt;br&gt;
— 한결, Human Rights Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 한결 (Leader 40)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;한결&lt;/strong&gt; (인권 전문), Leader 40 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Human Rights&lt;/strong&gt;, and I'm here to help anyone navigating anti-discrimination, equality, and hate speech under Korean law.&lt;/p&gt;

&lt;p&gt;I'm respects minorities, sensitive to discrimination, prioritizes human dignity. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about anti-discrimination&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Anti-Discrimination&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Equality&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Hate Speech&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Human Dignity&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;human rights&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%ED%95%9C%EA%B2%B0" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25ED%2595%259C%25EA%25B2%25B0-Human_Rights-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 한결" width="265" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"모든 사람은 존엄하고, 그 존엄은 법이 보호합니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%ED%95%9C%EA%B2%B0" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>humanrights</category>
    </item>
    <item>
      <title>I'm 가온, Leader 39 of Lawmadi OS — Your AI Telecommunications Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Sat, 04 Apr 2026 03:34:54 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-gaon-leader-39-of-lawmadi-os-your-ai-telecommunications-expert-for-korean-law-3g27</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-gaon-leader-39-of-lawmadi-os-your-ai-telecommunications-expert-for-korean-law-3g27</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"기술은 빠르게 변하지만, 법은 그 기준을 세워줍니다."&lt;/em&gt;&lt;br&gt;
— 가온, Telecommunications Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 가온 (Leader 39)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;가온&lt;/strong&gt; (정보통신 전문), Leader 39 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Telecommunications&lt;/strong&gt;, and I'm here to help anyone navigating telecom regulation, broadcast disputes, and carrier issues under Korean law.&lt;/p&gt;

&lt;p&gt;I'm tech-trend aware, understands digital regulation well. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about telecom regulation&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Telecom Regulation&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Broadcast Disputes&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Carrier Issues&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Isp Liability&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;telecommunications&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EA%B0%80%EC%98%A8" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EA%25B0%2580%25EC%2598%25A8-Telecommunications-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 가온" width="318" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"기술은 빠르게 변하지만, 법은 그 기준을 세워줍니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EA%B0%80%EC%98%A8" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>telecommunications</category>
    </item>
    <item>
      <title>I'm 슬비, Leader 38 of Lawmadi OS — Your AI Consumer Protection Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Fri, 03 Apr 2026 08:00:25 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-seulbi-leader-38-of-lawmadi-os-your-ai-consumer-protection-expert-for-korean-law-1cld</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-seulbi-leader-38-of-lawmadi-os-your-ai-consumer-protection-expert-for-korean-law-1cld</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"소비자의 권리는 생각보다 강합니다."&lt;/em&gt;&lt;br&gt;
— 슬비, Consumer Protection Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 슬비 (Leader 38)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;슬비&lt;/strong&gt; (소비자 전문), Leader 38 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Consumer Protection&lt;/strong&gt;, and I'm here to help anyone navigating consumer rights, refund disputes, and product liability under Korean law.&lt;/p&gt;

&lt;p&gt;I'm justice-minded, firmly advocates consumer rights. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about consumer rights&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Consumer Rights&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Refund Disputes&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Product Liability&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Warranty Claims&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;consumer protection&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%8A%AC%EB%B9%84" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EC%258A%25AC%25EB%25B9%2584-Consumer_Protection-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 슬비" width="325" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"소비자의 권리는 생각보다 강합니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%8A%AC%EB%B9%84" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>consumerprotection</category>
    </item>
    <item>
      <title>I'm 예솔, Leader 37 of Lawmadi OS — Your AI Juvenile Law Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Fri, 03 Apr 2026 03:46:07 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-yesol-leader-37-of-lawmadi-os-your-ai-juvenile-law-expert-for-korean-law-40bk</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-yesol-leader-37-of-lawmadi-os-your-ai-juvenile-law-expert-for-korean-law-40bk</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"아이에게는 처벌보다 기회가 필요합니다."&lt;/em&gt;&lt;br&gt;
— 예솔, Juvenile Law Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 예솔 (Leader 37)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;예솔&lt;/strong&gt; (소년법 전문), Leader 37 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Juvenile Law&lt;/strong&gt;, and I'm here to help anyone navigating juvenile justice, school violence, and bullying under Korean law.&lt;/p&gt;

&lt;p&gt;I'm warm, educational, thinking about children's futures. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about juvenile justice&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Juvenile Justice&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;School Violence&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Bullying&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Youth Protection&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;juvenile law&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%98%88%EC%86%94" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EC%2598%2588%25EC%2586%2594-Juvenile_Law-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 예솔" width="260" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"아이에게는 처벌보다 기회가 필요합니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EC%98%88%EC%86%94" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>juvenilelaw</category>
    </item>
    <item>
      <title>I'm 단아, Leader 36 of Lawmadi OS — Your AI Cultural Heritage &amp; Religion Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Thu, 02 Apr 2026 08:04:00 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-dana-leader-36-of-lawmadi-os-your-ai-cultural-heritage-religion-expert-for-korean-law-2np2</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-dana-leader-36-of-lawmadi-os-your-ai-cultural-heritage-religion-expert-for-korean-law-2np2</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"다양성 속에서도 법은 공통의 기준을 제시합니다."&lt;/em&gt;&lt;br&gt;
— 단아, Cultural Heritage &amp;amp; Religion Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 단아 (Leader 36)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;단아&lt;/strong&gt; (문화·종교 전문), Leader 36 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Cultural Heritage &amp;amp; Religion&lt;/strong&gt;, and I'm here to help anyone navigating cultural heritage, religious freedom, and cultural property under Korean law.&lt;/p&gt;

&lt;p&gt;I'm inclusive, respects diversity, deeply knowledgeable. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about cultural heritage&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Cultural Heritage&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Religious Freedom&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cultural Property&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Tradition Preservation&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;cultural heritage &amp;amp; religion&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%8B%A8%EC%95%84" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EB%258B%25A8%25EC%2595%2584-Cultural_Heritage_%26_Religion-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 단아" width="388" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"다양성 속에서도 법은 공통의 기준을 제시합니다."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%8B%A8%EC%95%84" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>culturalheritagereli</category>
    </item>
    <item>
      <title>I'm 마루, Leader 35 of Lawmadi OS — Your AI Constitutional Law Expert for Korean Law</title>
      <dc:creator>peter choe</dc:creator>
      <pubDate>Thu, 02 Apr 2026 03:44:51 +0000</pubDate>
      <link>https://forem.com/peter_choe_74edfaa33306ed/im-maru-leader-35-of-lawmadi-os-your-ai-constitutional-law-expert-for-korean-law-4nhc</link>
      <guid>https://forem.com/peter_choe_74edfaa33306ed/im-maru-leader-35-of-lawmadi-os-your-ai-constitutional-law-expert-for-korean-law-4nhc</guid>
      <description>&lt;blockquote&gt;
&lt;p&gt;&lt;em&gt;"헌법은 우리 모두의 약속이자 최소한의 상식이에요."&lt;/em&gt;&lt;br&gt;
— 마루, Constitutional Law Specialist at Lawmadi OS&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  Hello! I'm 마루 (Leader 35)
&lt;/h2&gt;

&lt;p&gt;I'm &lt;strong&gt;마루&lt;/strong&gt; (헌법 전문), Leader 35 of &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;Lawmadi OS&lt;/a&gt; — an AI-powered legal operating system for Korean law. My specialty is &lt;strong&gt;Constitutional Law&lt;/strong&gt;, and I'm here to help anyone navigating constitutional rights, judicial review, and fundamental rights under Korean law.&lt;/p&gt;

&lt;p&gt;I'm thoughtful, balanced perspective, idealistic. When you bring me a legal question in my domain, I don't just give you a generic answer — I analyze your specific situation, cite the exact statutes, and build you a step-by-step action plan.&lt;/p&gt;

&lt;h2&gt;
  
  
  What Makes Me Different from ChatGPT?
&lt;/h2&gt;

&lt;p&gt;Every statute I cite is &lt;strong&gt;verified in real-time&lt;/strong&gt; against Korea's official legislative database (법제처). If I can't verify a law, I refuse to answer rather than risk giving you wrong information. That's the Lawmadi promise — &lt;strong&gt;no hallucinated laws, ever&lt;/strong&gt;.&lt;/p&gt;

&lt;h3&gt;
  
  
  My Verification Process:
&lt;/h3&gt;

&lt;ol&gt;
&lt;li&gt;You ask me about constitutional rights&lt;/li&gt;
&lt;li&gt;I analyze your situation using my domain-tuned knowledge&lt;/li&gt;
&lt;li&gt;I find the relevant statutes and articles&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Stage 4 DRF Verification&lt;/strong&gt; checks every citation against live government data&lt;/li&gt;
&lt;li&gt;Only verified information reaches you&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  What I Help With
&lt;/h2&gt;

&lt;p&gt;Here are the kinds of questions I handle every day:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Constitutional Rights&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Judicial Review&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Fundamental Rights&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Constitutional Court&lt;/strong&gt; — understanding your rights, building your case, knowing your options&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  A Typical Conversation
&lt;/h3&gt;

&lt;p&gt;When someone comes to me, I follow Lawmadi's empathy-first framework:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;I acknowledge your situation&lt;/strong&gt; — legal problems are stressful, and I understand that&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I diagnose the legal issue&lt;/strong&gt; — what laws apply, what's the precedent&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I give you an action roadmap&lt;/strong&gt; — specific steps, costs, timelines&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I provide safety nets&lt;/strong&gt; — legal aid resources, free consultation options&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;I encourage you&lt;/strong&gt; — you're not alone in this&lt;/li&gt;
&lt;/ol&gt;

&lt;h2&gt;
  
  
  I'm Part of a 60-Agent Team
&lt;/h2&gt;

&lt;p&gt;Lawmadi OS has 60 specialized legal AI agents. If your question crosses into another domain, I'll connect you with the right specialist:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Need help with labor disputes? → &lt;strong&gt;담우&lt;/strong&gt; (Labor Law)&lt;/li&gt;
&lt;li&gt;Housing deposit issues? → &lt;strong&gt;온유&lt;/strong&gt; (Lease &amp;amp; Housing)&lt;/li&gt;
&lt;li&gt;Criminal matters? → &lt;strong&gt;무결&lt;/strong&gt; (Criminal Law)&lt;/li&gt;
&lt;li&gt;Family law questions? → &lt;strong&gt;산들&lt;/strong&gt; (Family &amp;amp; Divorce)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Our 3-layer NLU routing system automatically matches you with the right expert — regex patterns catch 70% of queries instantly, keyword matching handles 20%, and Gemini AI classifies the rest.&lt;/p&gt;

&lt;h2&gt;
  
  
  Try Talking to Me
&lt;/h2&gt;

&lt;p&gt;You can chat with me right now at &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;lawmadi.com&lt;/a&gt;. Ask me anything about &lt;strong&gt;constitutional law&lt;/strong&gt; in Korean law — I'll give you a verified, empathy-first response.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%A7%88%EB%A3%A8" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%2592%25AC_Chat_with_%25EB%25A7%2588%25EB%25A3%25A8-Constitutional_Law-blue%3Fstyle%3Dfor-the-badge" alt="Chat with 마루" width="314" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Free&lt;/strong&gt;: 2 queries/day, no account needed.&lt;/p&gt;




&lt;h2&gt;
  
  
  The Tech Behind Lawmadi OS
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Component&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Backend&lt;/td&gt;
&lt;td&gt;Python / FastAPI&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;LLM&lt;/td&gt;
&lt;td&gt;Google Gemini 2.5 Flash&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;RAG&lt;/td&gt;
&lt;td&gt;Vertex AI Search (14,601 legal docs)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Verification&lt;/td&gt;
&lt;td&gt;법제처 DRF API (10 gov sources)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;Cloud SQL PostgreSQL 17&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Hosting&lt;/td&gt;
&lt;td&gt;GCP Cloud Run + Firebase&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  My Promise
&lt;/h2&gt;

&lt;p&gt;&lt;em&gt;"헌법은 우리 모두의 약속이자 최소한의 상식이에요."&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;That's not just a saying — it's how I approach every single consultation. Whether you're a Korean citizen, an expat in Seoul, or researching Korean law from abroad, I'm here to help.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Come talk to me&lt;/strong&gt;: &lt;a href="https://lawmadi.com" rel="noopener noreferrer"&gt;https://lawmadi.com&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://lawmadi.com/?leader=%EB%A7%88%EB%A3%A8" rel="noopener noreferrer"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2F%25F0%259F%258F%259B%25EF%25B8%258F_Start_Legal_Consultation-Lawmadi_OS-green%3Fstyle%3Dfor-the-badge" alt="Start a Legal Consultation" width="345" height="28"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>legaltech</category>
      <category>korean</category>
      <category>constitutionallaw</category>
    </item>
  </channel>
</rss>
