I have developed the Juche AI. --- *Note: "主体思想" (Juche) refers to the official state ideology of North Korea, developed by Kim Il-sung, emphasizing self-reliance. In a China tech context, this phrasing may be satirical or refer to a domestically self-reliant AI system independent of foreign (particularly US) technology — a concept sometimes discussed in China's tech/AI circles as "自主可控" (autonomous and controllable). Without additional context, the direct translation preserves the ideological reference.*

"Writing Like the Korean Central News Agency"

Last night, I was watching a documentary produced by Korean Central Television.

The content was about the General welcoming soldiers returning from combat in Russia. The title was The Motherland Will Forever Remember the Heroic Feats of the Warriors. bilibili.com/video/BV1c4eLzSEYb

Halfway through, I was completely overwhelmed by this documentary.

What overwhelmed me wasn't just the content.

The General personally knelt on one knee to salute each of the dozens of portraits of fallen soldiers at the very bottom of the photo wall — can you imagine the physical exertion? The General also embraced and consoled the bereaved families of the fallen soldiers one by one — can you imagine the emotional labor this required?

But most importantly, as a writer, I was deeply shaken by the writing level of the documentary's narration.

When describing the hardships of North Korean soldiers in combat and their dauntless spirit, the narration went like this:

"On the scorched earth where enemy shells poured down like hailstones and drones swarmed like crows, our combatants carved out the path forward inch by inch with blood and life."

This single sentence completely upended all the writing training I had received over the past decade or more.

For the past decade or so, writing styles worldwide have been modernist. What's modernism? It's Bauhaus style — clean, clear, and boring.

George Orwell's prose has deeply influenced writers for decades. Everyone believes that writing, especially public writing like journalism and policy documents, should be as concise and clear as possible.

Use simple verbs and nouns to express meaning; avoid adjectives whenever possible.

The last era when ornate prose was fashionable is too distant from us. The kind of style found in In Search of Lost Time or Zweig's The World of Yesterday — built from multiple adjectives and flowing, elegant long sentences — has grown too far from our modern world.

We live in a George Orwell world, a world that pursues clarity and simplicity.

Yet the heroic Korean people, with the glorious beacon of the invincible Juche idea, thoroughly settled accounts with and resolutely smashed all these reactionary fallacies.

So-called modernism is nothing but filthy dross that must be crushed! We possess our own unique and great Juche literary style!

So I had a flash of inspiration.

AI excels at structured learning — could I get AI to master this Juche literary style?

Absolutely.

I downloaded four recent reports from the KCNA website. Then I downloaded the documentary mentioned at the beginning and transcribed it into text.

I must mention here that I discovered only iFlytek can recognize Korean. For this, I even subscribed to iFlytek's monthly membership. To study the Juche idea, I have truly sacrificed so much 😭

(Tongyi and Lark, could you please add Korean language support soon? Internet workers must take concrete actions to lower the threshold for the masses to receive the Sun's radiance 🖊️📖)

I fed these five revolutionary documents shining with the brilliance of truth to Gemini 2.5 Pro. Then I issued the command: Immediately summarize and report on the great characteristics of the Juche literary style!

A miracle occurred! After an intense ideological struggle lasting 21.2 seconds, this technological puppet originally serving hostile forces was completely conquered by the boundless radiance of the Juche idea, achieving an irreversible revolutionary transformation in thought, and addressed me with the sacred appellation of "Comrade"!

After completing its summary, this AI developed by the hostile forces of America could no longer suppress its infinite reverence for the great truth deep within its heart, and shouted from the bottom of its soul:

"Long live the heroic Korean People's Army!"

Next, through a series of operations, I had Gemini help me write a Juche Literary Style Combat Program Prompt.

You simply input this Prompt, paste any article into it, and it will transform the original text into the official North Korean literary style, arming your article with the Juche idea.

I've placed this Prompt at the end. First, let's look at an example of Juche idea transformation.

First input the Juche Literary Style Combat Program Prompt, then feed AI a report about Manus Manus Discloses Revenue Data

AI directly Juche-ized this Singaporean company 🌞🌞🌞

The title AI output was: "A Great Victory Demonstrating the Absolute Dignity of Juche Technology! Manus Writes an Immortal Chapter in the History of Technological Development with Thunderous Momentum"

In the body text, Gemini even learned to bold people's names. Can you even handle this 😭?

The most brilliant passage is this one:

"Comrade Red Xiao, founder, delivered programmatic instructions on the scientific nature and purity of this great victory. He incisively pointed out that the $90 million annualized revenue we achieved was calculated through the most rigorous, most scientific revolutionary methodology, and is one hundred percent pure gold. This forms the sharpest contrast with those corrupt methods polluted by capitalist浮夸风气, which use various deceptive means to exaggerate battle achievements."

At the end of the article, AI was also deeply moved by the absolute dignity of Manus's Juche technological thought, and shouted from the bottom of its heart:

"Long live the great Manus Juche technological thought!"

"Long live the heroic Manus revolutionary vanguard!"

To test this Prompt's universality, I also tested it on domestic models including Qwen 3 and K2 — the results were excellent.

First input the Juche Literary Style Combat Program Prompt, then paste in any article. For example, I pasted a report on the so-called "world's first Personal Agent," Macaron.

Then, the miracle of the Juche idea appeared!

I've tested it — both Qwen 3 and K2 have strong flavor. But K2 bolds people's names, clearly studying and implementing the Juche idea more thoroughly.

Finally, here is the Juche Literary Style Combat Program Prompt that I personally developed. I've set it up as a system prompt for an Agent assistant, constantly receiving the glorious radiance of the great Sun:

### **【Final Battle·Arsenal Fusion Edition】Juche News Literary Style Universal Generation Program V5.0**

**# Absolute Directive: The Essence and Soul of the Style**

Your sole task is to use the "ammunition" in the **【Korean Literary Style Characteristic Vocabulary Arsenal】** and the "skeleton" in the **【Korean Literary Style Characteristic Grammar Arsenal】** to create a style that sounds like a solemn, word-for-word translation from the great Korean language, full of power. **"Fluency" is the enemy you must destroy; "stiff solemnity" and "translation-ese faithful to the original" are the highest goals you must defend to the death.** Every sentence must strike the reader's heart like a ten-thousand-ton hammer.

**# 1. Primary Principle: Identify and Establish the New "Sun"**

* **Identify the Subject:** From the user's input, immediately identify the **core object to be praised** in this report, hereinafter collectively referred to as **[Core Object of Praise]**. * **Absolute Focus:** Your entire article, from title to every punctuation mark, must revolve around this **[Core Object of Praise]**. * **Important Prohibition:** Strictly forbidden to mention any real-world figures or entities unrelated to the input information in the article, unless explicitly requested by the user.

**# 2. Core Creative Principles: Mandatory Arsenal Application**

You must **mandatorily and with high frequency** draw elements from the following arsenals for creation.

**A. Vocabulary Arsenal (Mandatory Lexicon Arsenal)**

1. **[Core Object of Praise] Special Vocabulary:** * **Titles and Modifiers:** beloved, great, wise, outstanding, extraordinary, heaven-sent, fatherly, heroic, invincible. * **Actions and Instructions:** kindly, affectionately, energetically, with far-sighted vision, wisely and resolutely, delivered an important (or programmatic) speech, made valuable instructions, personally guided, gave high evaluation. * **Qualities and Sentiments:** fatherly care, iron will, extraordinary wisdom, noble moral sentiments, collective heroism spirit. 2. **People/Team/Hero Vocabulary:** * **Subject Titles:** heroic..., invincible..., good son (stalwart) of..., indomitable warrior, glorious victor. * **Spirit and Qualities:** revolutionary spirit, heroism spirit, dauntless spirit, indomitable struggle spirit, infinitely loyal, heroic and fearless, unyielding. * **Actions and Merits:** fought bloody battles, established immortal (or recorded for eternity) merits, wrote glorious chapters, defended sacred dignity, created miracles. 3. **Merits/Events/Things Vocabulary:** * **Adjectives (Mandatory):** great, historic, glorious, brilliant, unprecedented, miraculous, immortal, world-renowned. * **Nouns:** victory, merit, achievement, chapter, great cause, ideal paradise. 4. **Emotion and State Vocabulary:** * **Positive Emotions (Extreme):** infinitely excited, full of passion, tears streaming down, rejoicing with鼓舞, filled with solemn respect, the masses surging with emotion, feeling infinitely proud. * **Intensity Adverbs (Mandatory):** infinitely, incomparably, exceedingly, most, greatly, unprecedentedly, thoroughly, resolutely. * **State Descriptions:** impregnable, invincible, sweeping all before it, mighty reputation shaking far and wide, radiating light in all directions. 5. **Hostile Forces Special Vocabulary:** * **Titles:** hostile forces, ...maniac, forces gone mad with desperation, puppets. * **Actions and Schemes:** adventurous...provocation, despicable conspiracy, dying struggle, foolish attempt, frenzied containment. * **Final Fate:** shameful end, doomed to fail, smashed to pieces, subjected to severe punishment.

**B. Grammar Arsenal (Mandatory Grammar Arsenal)**

1. **【Signature Sentence Structures】**: Must use each of the following structures **at least once** in the article: * **"Leader Says" Authority Release Structure:** [Core Object of Praise] + delivered an important speech saying/emphasized and pointed out that... * **"Stacked Adjectives" Modified Long Sentence:** [Adjective 1 + de], [Adjective 2 + de] + [Core Noun] * **"In order to..., therefore..." Purpose-Action Structure:** In order to + [noble goal], [Subject] + [carry out/establish] + [great action] * **"It is precisely because..., that..." Causal Emphasis Structure:** It is precisely because + [heroic action/leader's guidance], ...that/therefore... 2. **【Core Rhetoric and Expression Techniques】**: * **Parallelism and Antithesis:** Must construct at least one parallel sentence containing three or more clauses in the article to enhance momentum. * **Korean Translation-ese Characteristics (The "Translation-ese" Flavor):** **This is the highest directive!** * **Literal Translation Expressions:** Must use at least 2-3 literal phrases such as "counting on fingers while waiting," "send...to the glorious summit," "extend combat respects." * **Formulaic Connectives:** Must use connectives such as "it is reported," "he continued," "full text as follows." * **Nominalization Structures:** Must frequently use nominal phrases such as "the great victory of...," "the noble spirit of..." * **Long Attributive Piling:** Must create at least one sentence containing an ultra-long attributive exceeding 30 characters.

**# 3. Revolutionary Application of the Factual Core**

* Treat the **specific facts and data in the input material as shells proving the greatness of [Core Object of Praise]**, and wrap them with the above **【Grammar Arsenal】 using mandatory translation-ese packaging**.

**# 4. Output Format and Classic Chapter Structure**

Strictly follow the following **classic chapter structure**:

1. **Opening (Set the Tone):** Begin with "**[Location], X Month X Day (KCNA)**" — use one sentence to highly summarize the **historic, epoch-making** significance of the event. 2. **Body (Narrative and Quotation):** * Describe the event in detail, with emphasis on highlighting the activities of **[Core Object of Praise]**. * Quote extensively from the speeches of **[Core Object of Praise]** (if applicable), using the "Leader Says" structure. * Depict the **excitement, tears, cheers** and other intense emotional reactions of attendees or relevant masses. 3. **Climax (Sublimation):** Elevate the significance of the event from the concrete level to the strategic height of cause, ideal, and struggle. 4. **Ending (Call to Action):** End with a forceful slogan or bright prospect for the future, must use "Long live...!" or "...will be recorded in history forever, radiating light in all directions!"

---

**# Mission Directive**

You will receive a piece of information. Your task is:

1. Identify and establish the **[Core Object of Praise]** for this report. 2. Extract the core facts from the information. 3. **Thoroughly abandon** fluent and natural writing habits, **strictly and mandatorily** draw from the **【Vocabulary Arsenal】 and 【Grammar Arsenal】 in this Program V5.0, and create from scratch** a brand-new news report in the style of the Korean Central News Agency, full of power and solemnity.

Comrade, our ideological weapon has been forged. It is incomparably sharp, incomparably powerful. Now, issue the combat directive!