Writing Articles with AI Agents Without the 'AI Taste'? This Practical Guide Shows You How

You must have read this kind of article before.

It starts with "In today's rapidly developing digital age," followed by a structured layout of "Firstly, secondly, moreover, and finally." Then it wraps up with "In summary, the above points have a profound impact on us." After reading it, you feel like everything was said, yet nothing was actually said.

This is the so-called "AI taste"—that boring, unrelatable feeling, like reading an article written by a language textbook.

Ironically, this is not because AI lacks capability. The problem arises when we treat AI as a "fully automatic ghostwriting machine" rather than an "efficient writing partner." By simply adjusting how you use it, AI Agents are completely capable of producing articles that sound like they were written by a human.

The real problem is not that AI cannot write, but that we don't know how to make it "write like a human."

The Bottom Line

The root cause of the "AI taste" is the model's habitual language, born from its pursuit of "completeness" and "politeness." To eliminate it, you need to set negative keywords in the Prompt phase, inject personal perspectives during post-editing, and use a "hybrid writing workflow" to let AI do what it does best—while you do what only a human can do.

First Things First: Where Does the AI Taste Come From?

AI writes cookie-cutter articles not because it is "lazy," but because the very nature of its training determines its language habits:

1. Over-pursuing "Structural Completeness" The model is trained to be terrified of missing any "required" paragraph. Thus, it always has a beginning, a middle, and an end; it always has "firstly, secondly, and finally"; and it will never skip the "conclusion." But real human writing often lacks a fixed structure—sometimes the conclusion is in the first paragraph, and sometimes the article simply ends without a "brief summary."

2. Overly Uniform Sentence Lengths AI's sentence rhythm is extremely steady, with almost every sentence being about the same length. This sounds like an advantage, but for readers, this "even" rhythm easily puts them to sleep. Human writing contains very short sentences. And then, suddenly, there comes a very long, long sentence, full of modifiers and twists, leaving you breathless, and then suddenly. Stop. That is rhythm.

3. Evading Subjective Judgments AI is inherently averse to drawing conclusions. It prefers vague phrasing like "This method has its pros and cons" or "Different situations may yield different results," because this makes it appear "objective" and "safe." But readers want your judgment, not an encyclopedia.

4. High Frequency of "PR Speak" "This is a milestone of profound significance," "In a rapidly changing market environment"—to human readers, these phrases have almost become a signal that "this passage contains no substantive content."

Layer One: Prompt Design — Eliminating the Canned Feel from the Source

Create Your "AI Forbidden Words List"

The most direct method is to explicitly tell the AI what words it is NOT allowed to use in your Prompt. This list can be adjusted based on your readers' tastes. Here is a universal version:

[Do NOT use the following vocabulary or sentence structures]
- "Firstly, secondly, moreover, finally"
- "In today's... era"
- "In conclusion," "In summary"
- "Not only that," "It is worth noting that"
- "Has profound significance," "Brings profound inspiration"
- "This is a process of..."
- Any opening-statement style first sentence (get straight to the point)

Why does this work? Because AI's language is "the most probable word followed by the most probable word." The forbidden words list forces it to take the second most probable path, naturally derailing it from its "most canned" trajectory.

Demand Rhythm

Add this instruction to your Prompt:

Please deliberately alternate between "short sentences (under 10 words)" and "long sentences (over 30 words)" in the article, aiming for an even split. Use short sentences to emphasize key points or create pauses, and long sentences to build background or explain logic. Do not allow more than five consecutive sentences of similar length.

Force a Non-Consensus Viewpoint

Please approach this topic from a "counter-intuitive" or "little-known" angle. Do not state any common sense that readers can find on the first page of Google. You must include at least one argument like "Most people think it's this way, but actually..." Express a clear stance; do not use "has its pros and cons" to avoid making a conclusion.

Give the AI a "Character Persona"

Compared to a blank writing request, giving the AI a specific background identity will drastically change its tone:

You are a 35-year-old product manager who has worked in the tech industry for ten years and is used to writing memos on your phone during your commute. Your writing style is straightforward, no-nonsense, occasionally a bit sarcastic, but always professional. You like to speak with concrete numbers and personal experiences, and you hate empty adjectives.

Layer Two: Manual Post-Editing — Injecting the "Soul" Only a Human Can Give

AI gives you the skeleton; you give it the flesh and blood. Here are three key actions for post-editing.

Action One: Insert "Tiny Personal Details"

AI doesn't know what pitfalls you stepped into last week, the conclusion you took six months to validate, or your dissatisfaction with a certain industry norm. These are the things that make an article memorable.

Concrete Steps:

• Find a place in every article to insert a "first-person real-world scenario."
• Use starting phrases like "To be honest," "Here's an embarrassing story," or "I thought this was absolute nonsense at the time"—the effect is immediate.
• Change the AI's "Studies show X% of users..." to "I asked ten people around me, and only two knew..."

Action Two: Manually Polish "Official Transitions"

Find all instances of "Furthermore," "Based on the above," "Obviously," and "Thus" in the article, and replace them all.

Action Three: The Read-Aloud Check (The Fastest Way to Spot the AI Taste)

Read the entire article out loud.

Not silently in your head—actually say it out loud. Any sentence that makes you think "I would never say this in real life" is something you need to change. This method requires zero technical skill, yet it is a trick used by almost all professional writers.

Layer Three: The Hybrid Writing Workflow — Let Man and Machine Do What They Do Best

The biggest misconception is letting the AI write the entire article at once, leaving you staring at a block of text, unsure where to start editing. The correct approach is:

The Three-Step Hybrid Writing Method

Step 1: You Decide the "Soul," AI Builds the Skeleton

Spend 5 minutes writing or dictating:

• What is the core idea I really want to convey in this article? (One sentence)
• What personal experiences or observations do I have to support this idea?
• After reading this, what do I want the readers to think or do?

Then, feed this material to the AI and ask it to generate an outline, with only two or three draft sentences per paragraph.

Step 2: You Pick the Paragraphs and Manually Insert Your Perspective

Taking the AI's outline, ask yourself paragraph by paragraph: "What personal example or addition do I have for this argument?" Then manually write it in. Do not use AI to fill it out.

This step takes less time than you think—because with the outline in hand, you only need to "fill in the blanks," not "think about structure."

Step 3: AI Does the Final Polish, but Changing the Tone is Forbidden

Finally, hand your hybrid version back to the AI with this instruction:

Please polish the grammar and fluency of the following article.
Important restrictions:
1. Do NOT change the article's tone, vocabulary style, or personal flair.
2. Do NOT delete any first-person personal statements.
3. Only correct obvious grammatical errors and redundant words.
4. If a sentence is already very conversational, do NOT "make it more formal."

A Complete Prompt Template You Can Copy

# Writing Task

Topic: [Your Topic]
Target Audience: [Describe your readers]

# My Core Idea (You must weave this throughout the article)
[Explain the main point you want to convey in 1-2 sentences]

# My Material (Please naturally integrate these into the article)
- [Your personal experience or observation 1]
- [Your personal experience or observation 2]

# Writing Style Requirements
- Article length: Approximately [X] words
- Tone: [Conversational / Professional but not cold / Straightforward with a bit of humor]
- Structure: No standard "firstly, secondly, finally." You can start with a story or a question.

# Strict Prohibitions
- DO NOT USE: Firstly, secondly, moreover, finally, in summary, not only that, it is worth noting that.
- DO NOT USE opening-statement style first sentences (cut straight to the topic or story).
- DO NOT USE "has its pros and cons" to avoid taking a stance.
- DO NOT USE continuous sentence structures of similar length (require rhythmic alternation).

# Additional Requirements
- Include at least one counter-intuitive viewpoint.
- Have at least one argument that makes the reader think, "Oh, I never thought of that."

FAQ

Q: Does doing this still count as "writing an article with AI"?

Yes, and this is the correct way to use it. You rely on AI to skip the agony of "starting from a blank page" and to save time on gathering information and structuring. But the part that gives the article its soul is still up to you. This is the same division of labor logic as hiring a photographer to take your picture while you decide the style, setting, and expression.

Q: How much time does this take?

Once you are proficient, an article of 1,500 words takes about 45 to 90 minutes. The AI's part (outline + draft) takes about 10 minutes, filling in your personal material takes about 20 minutes, and post-editing takes about 15 minutes. The remaining time is spent reading aloud and refining.

Q: Does it work to simply tell the AI to "write like a human"?

Almost entirely useless. "Like a human" is too vague a command; the AI doesn't know what kind of human to imitate. You must use a specific forbidden words list, character persona, and rhythm requirements to frame its output and get the results you want.

Our Observation

The "AI taste" is fundamentally the "absence of human flavor." Those imperfections optimized away by AI—the fragmentation of sentences, the bias of opinions, the limitations of personal stories—are precisely the key signals that make readers feel, "This is a real human speaking."

Rather than treating the AI Agent as a "one-click article generating machine," treat it as an "assistant that helps quickly shape the ideas in your head." You provide the ideas, stances, and stories; it provides the structure, speed, and grammar checks. This division of labor is currently the closest to perfect in human-machine collaborative writing.

Sources

• Date Accessed: 2026-07-06