Ask Xiaobai 5 Pro Real-World Test - AI-Powered Long-Term Content Creation Capable of Writing Million-Word Novels

Writing a short essay or polishing the copy is now common practice. AI All tools can do it.

However, in more complex professional scenarios, such as internal corporate knowledge base management or long-term in-depth content creation, where new materials are added and content is adjusted weekly, ordinary... AI The tool couldn't catch it.

That's not because AI Not smart enough. Because most people today... AI These are all single-dialogue interaction modes. When faced with long projects that involve a lot of time and references, it is easy to lose sight of one aspect.

Long-form content creation has enormous user demand, yet it has always been a sector that the industry has rarely explored in depth. We discovered that the Wenxiaobai team has keenly grasped this pain point, and the recently launched Wenxiaobai 5 Pro takes a differentiated approach.

How does it actually perform? Let's test it together and see.

The creation of in-depth content with long production cycles and lengths has always been a test of... AI The watershed moment in terms of practical combat ability.

If you can handle even the most complex and easily broken long narrative logic, then everyday professional office work will be a piece of cake.

Let's start with long novels and short drama scripts, which require a high level of logic and coherence. These are lengthy, feature many characters, and have long timelines. We also need to manage the world-building, character relationships, chapter pacing, and various foreshadowing elements simultaneously. Missing any one of these could ruin the entire story.

We need a dedicated project memory repository that we can "feed once and remember for a lifetime." We can update and access the contents of this repository at any time, without having to repeatedly paste materials to [the repository name/organization]. AI。

Constructing structured project assets

I'm planning to write a fantasy cultivation novel called "Lingyuan Lu," and I'm having the Xiaobai 5 Pro help me plan all the assets I need for this long-form writing project.

Prompt wordsI want to write a fantasy cultivation novel called "Ling Yuan Lu". The female protagonist, Shen Ling, is 29 years old and a cultural relic restorer at a provincial museum in modern times. She transmigrates into an outer disciple in a cultivation world whose spiritual roots have been destroyed. The male protagonist, Xie Liyuan, is 27 years old and the young sect master of the Tianyan Sword Sect. He is a genius youth who appears only once in a hundred years in the cultivation world.
The novel's themes include: dual growth of powerful characters, sect power struggles, exploration of secret realms, cultivation mystery, and a slow-burning romance.
Please establish a novel project and plan the assets needed for long-form writing, including:
1. Project Overview; 2. Time Travel Mechanism and Character Ability Limitations;
3. Character profiles of the male and female leads and 8-12 important supporting characters; 4. World history, regional maps, and sectarian power structures;
5. Cultivation system, breakthrough conditions, and combat power rules;
6. Rules for two-way address and relationship changes between characters;
7. A general outline for the five volumes and detailed chapter outlines for each volume;
– Volume 1: Chapters 1-40;
– Volume 2: Chapters 41–85;
– Volume 3: Chapters 86–130;
– Volume 4: Chapters 131–175;
– Volume 5: Chapters 176–220.

8. Foreshadowing ledger;
9. Character Status Table;
10. Ledgers of magical artifacts, elixirs, and resources;

After the task begins, ask Xiaobai 5 Pro automaticA todo list was generated, and a content canvas was created.

Each completed task is immediately marked, making the process very intuitive.

Let's take a look at the generated results:

The novel's main storyline, world view, character information of the male and female protagonists and important supporting characters, cultivation system, five-volume general outline, and detailed chapter outlines for each chapter were all created and saved separately.

ordinary AI I often pile all the settings into chat logs. But after writing dozens of chapters, it's easy to lose the original context of the settings. The AskXiaoBai 5 Pro breaks these settings down into independent assets. We can add each document as context to the conversation, so no matter how long the conversation is, we don't have to worry.

Dynamic correlation calibration

The UI of the Xiaobai 5 Pro supports free switching between two-column, three-column, and four-column layouts.It can display the dialog box, asset catalog, and detailed content synchronously on the desktop, eliminating the need to switch between multiple windows, making editing quite convenient.

ordinary AIIf we want to change one piece of content, we have to check the character relationships, subsequent chapters, changes in titles, and related plot points and foreshadowing ourselves, which is a very tedious process.

We copy the content that needs to be modified, add it to the conversation, and send it to AskXiaoBai 5 Pro. AskXiaoBai 5 Pro will then make the changes accordingly.。

Chapter 38 – First Encounter, changed to Chapter 5 – First Encounter

The dialog box will display the processing progress of AskXiaoBai 5 Pro in real time, and the right sidebar will directly show a comparison of the content before and after editing. After confirming that there are no problems, click "All Applications" on the page to confirm the changes.

In the sandbox of the Xiaobai 5 Pro, when I changed Chapter 38 to Chapter 5, First Encounter,The system willautomaticInspect and associate information in other assets.。

A single localized adjustment can be synchronized across the entire project, such as character relationships and the pacing of subsequent chapters, without leaving any glaring inconsistencies.

Previously, when editing long articles, my biggest fear was fixing one thing and messing up three others. Now, I can ask Xiaobai 5 Pro... automaticIdentify the content that may be affected.One-clickSynchronization makes the entire process more controllable.

Creation based on data assets

After setting up the underlying configuration, we can directly create a new session window to begin the main content. The new session can still access the project assets of "Lingyuanlu" without needing to copy the entire configuration.

Click the "+" in the dialog box, select core documents from the database such as the novel outline, character relationships, title rules, foreshadowing ledger, and resource ledger, and you can continue creating.

I instructed the Xiaobai 5 Pro to strictly follow the original outline, generating the official text sequentially from Chapter 1 to Chapter 10. Being a perfectionist, I made a strict agreement and let Xiaobai do the work, and the results were quite good.

Prompt wordsPlease complete the formal novel text of chapters 1-10 based on the current "Lingyuanlu" project asset library.

1. Read all existing chapters, especially the previous chapter.
2. Chapter titles should primarily adopt the established names from the "Five-Volume Story Outline and Detailed Chapter Outlines for Each Volume". If the chapter outline does not have a title, a title should be drafted based on the core events of that chapter.
3. Readup to dateThe project materials include "Character Status Table," "Magic Item, Elixir, and Resource Ledger," "Foreshadowing Ledger," and "Rules for Two-Way Titles and Relationship Changes for Characters." Independent chapter documents will continue to be created according to the original outline.
4. Each chapter should be created, written, and saved separately. Follow the strict order of Chapters 1 through 10; do not skip chapters.

Xiaobai will carefully read the associated asset database and continue to improve the content based on the outline:

The chapters generally maintained the three-loose-one-tight rhythm set in the early stages. During the writing process, Wenxiaobai 5 Pro also added some supporting characters, magical artifacts, and foreshadowing that were not developed in the original chapter outline.

The key point is that these new settings won't just appear once and then disappear. After completing the main text, we can have the AskXiaoBai 5 Pro rescan the existing chapters and write the new characters, new resources, and new foreshadowing back into the corresponding assets.

In this way, the main text drives the story, the character status chart records character changes, and the ledger records the foreshadowing and revelation of plot points…The newly added settings will not be separate from the project; there is also evidence for them in later chapters.。

Select the content, paste it into the dialog box for direct editing—it's incredibly convenient.

The completed document canOne-clickExport to Word or Markdown. This saves creators who frequently write long articles a lot of trouble with manual formatting.

Content going global

After the content is written, multilingual translation of long and highly specialized content is also a major challenge in cross-border business, overseas localization, or cross-border product promotion.

Anyone who has worked on exporting online novels knows that the easiest way to mess up a long-form translation is to use different translations for the same subject matter; or to translate proper nouns word for word into a completely different meaning, which will make the reader feel very disconnected from the story.

Please translate chapters 1-9 of the novel into English using the Lingyuanlu asset database.

Require:

1. Before translating, read through the information on characters, world view, cultivation system, character names, titles, and magical treasures and elixirs. The translation of names, places, sects, cultivation realms, techniques, and magical treasures must be consistent throughout.

2. The translation follows the expression habits of English cultivation novels, resulting in natural and fluent language, avoiding a word-for-word translation.

3. The original plot, characters' personalities, foreshadowing, and narrative rhythm are fully preserved without any additions or deletions.

4. Translate chapter by chapter, strictly following the order of Chapters 1 to 9, without skipping any chapters.

Ask Xiaobai 5 Pro: First, read through the settings for all characters, sects, magical artifacts, and realms.Generate a unified list of proper nouns for English translation, and then begin batch and sequential translation.。

Judging from the generated results, the consistency of proper nouns was well maintained, and the English expression was also quite natural.

This translation model based on structured assets can maintain the consistency of professional terminology and eliminates the need for repeated manual proofreading, which is especially important when enterprises expand their overseas business and implement localization.

Whether it's industry research, in-depth business reports, or business plan creation for B-end enterprises, or government document writing for G-end enterprises, high-density "in-depth research and analysis" is also an extremely energy-consuming, long-term, and intensive task.

Let's take writing reports, which is one of the most common tasks in our daily work, as an example and give it a practical test.

In-depth researchAI AgentBased on the current application status in content production, this industry research report combines authoritative reports, corporate case studies, and publicly available data to generate an industry survey report.

Ask Xiaobai 5 Pro: First, gather relevant information.

The interface clearly displays which keywords were searched and what search steps were performed; related search results can also be further expanded for viewing, so the entire research process is not a completely closed black box.

After the data collection is completed, the AskXiaoBai 5 Pro will first plan the report outline, and then gradually complete each section of content. Every edit in the canvas will be marked separately.

What's most surprising is that it addresses the boss's biggest concern:AI When asked about the issues of "fabricated stories and illusions," Xiaobai 5 Pro demonstrated a high level of professionalism.After completing the first draft, the Xiaobai 5 Pro will initiate a self-review mechanism to proactively check whether the report framework is reasonable, whether there are any discrepancies in the core facts and cited data, and proactively filter out basic errors before submission.。

Let's take a look at the final generated content:

The content framework is comprehensive, deeply covering market size, technological evolution, and textual and...MultimodalApplications, business cases, ROI, governance risks, and future trends.

Each section is packed with information, citing a wealth of precise market size, ROI, and corporate data. It also analyzes issues such as project failures, manual rework, and inadequate governance, making the overall content quality excellent.

Ask Xiaobai 5 Pro creates a closed loop of "collecting information - building a framework - in-depth writing - self-review and correction".Only then can the professional reports produced truly enable in-depth, logically sound, and practically supportive business decisions.

How to process massive amounts of fragmented informationfastInternalizing and producing high-information-density social media communication strategies is also a required course for content creators.

Let's try something more everyday:

Write a highly-rated answer on Zhihu: Participating in the 2026 World...artificialintelligentGeneral Assembly (WAIWhat is it like to experience C?

WAIC 2026 has just concluded. (The question is incomplete and requires more context.)Prompt wordsAfterwards, I proactively searched for information about the conference.up to dateScale and key exhibited products.

Unitree unveiled the world's first manned transforming mech, GD-01, while Leap Star launched the world's first...Large ModelnativeintelligentbodyThe STEPX Neo smartphone and Huawei's Atlas 950 supernode cluster were on display at the exhibition hall... the information density was very high.

Ask Xiaobai 5 Pro and extract "AIThe core judgment is that "work has really started," and it provides usage suggestions on wearing shoes, choosing venues, and avoiding crowds.automaticAn accompanying image has been generated. The answer is very well-structured.

Ask Xiaobai 5 Pro can combine real-time industry hot topics to produce high-quality, complete long-form content that fits the specific platform's communication context and balances professionalism and readability.

Content creation and AI The collaborative model is undergoing a pragmatic and profound qualitative change.

For long projects, how much can be contained and how much can be sorted out are two completely different things.

A setup using a 5 Pro (asked by a user)Large ModelThe working memory system, by introducing a file sandbox and project asset repository, transforms our documents into structured assets that can be read at any time and dynamically written back, allowing... AI The creative process also gained a holistic view of the project.。

While your competitors are still using AI When making disposable toys, ask Xiaobai 5 Pro if it lets you directly... AI It has transformed into a digital workforce with memory, logic, and adherence to rules. This is not merely a tool upgrade; it represents a structural inflation in content production methods.Produce 10 times more accurate content in the same amount of time.。

Enough with the chit-chat; you'll know how good a tool is once you use it.recommendTry Ask Xiaobai 5 Pro and unlock a whole new way of content production.

Original link:Long output duration and stable content – the Xiaobai 5 Pro has it all. AI Long content closed loop