Ah, AI-generated content! It’s a fascinating topic full of potential. But let’s pause for a moment and consider the contextual limitations and challenges that come with it. Shall we? Originally published on https://writeme.ai/blog/complete-guide-to-fixing-ai-generated-content/

1. COMPLETE GUIDE TO
“FIXING” AI GENERATED
CONTENT
Ah, AI-generated content! It’s a fascinating topic
full of potential. But let’s pause for a moment and
consider the contextual limitations and challenges
that come with it. Shall we?
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2. AI Generated Content Limitations
Knowledge Cutoff and Contextual Ambiguity
Context is crucial because AI-generated text can’t always capture
the full meaning without explicit information.
Unintended Biases: Reflections from the Training Data
You wouldn’t want to throw biases in your audience’s way, right?
AI-generated text inadvertently reflects the biases present in the
training data. Most AI writing tools are trained on a vast amount of
internet text, and unfortunately, biases can exist within that data. So,
it’s important to be aware that AI-generated text might
unintentionally amplify those biases.
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3. Limited Coherence and Accuracy
Now, let’s talk about coherence. While AI models can produce impressive text,
they’re not well reading. These models might generate incorrect or nonsensical
information.
Understanding vs. Imitation: Consciousness and
Comprehension
Here’s an interesting thought: AI-generated text lacks true understanding of
consciousness. It can mimic human-like conversation, but it lacks genuine
comprehension. We call this phenomenon “AI Hallucinations”.
AI Ethical Challenges: Content Misuse and Your
Responsibility
Now, let’s talk about the ethical challenges. AI-generated text can be misused or
used with malicious intent.
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4. Now, Let’s Look Beyond AI Limitations – Recent
Improvements in AI Writing Tools
So far, here is what we have seen:
● Improved chat context retention (It means that the AI writing tools can
refer to previous chat discussion and provide more accurate responses
to upcoming prompts)
● Enhanced User Prompt Comprehension (for example, AI writing tools
better understands textual nuances and auto-fixes grammar mistakes in
the prompt text to provide better, more relevant outputs)
● Better Long Form Writing Capabilities (for example, AI writing
assistants can now filter larger data sets and retrieve more
comprehensive long form information on any given topic)
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5. ● Tone And Style Adjustments (AI users can now self-train
the AI writing tool by showing it examples of the content tone
and language writing style they want to follow)
● Refined Multilingual Capabilities (for example, AI writing
tools can now generate more refined and culturally relevant
text in different languages – previously multilingual text
generation looked like bland English to any language
translations)
● Online Browsing Capabilities (GPT-4 is a fairly large AI
language model with web access capabilities. It means that AI
can now retrieve most recent and relevant information from
online resources – minimizing the need for manual research)
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6. How Can You Overcome AI Generated Content
Challenges?
Embracing Continuous Learning and Improvement
Larger Data Sets = Better AI Learning = Refined Output
Context is King: Provide Clear and Specific Input
AI loves details. Although AI is powerful but you must master it.
Specific instructions enhance AI’s understanding of your writing goals.
Battling Biases: Editorial and Development Roles
Now, this one requires a more proactive approach at editor and developer
level.
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7. 11 Actionable Tips to Fix AI Generated Content
You got it! Let’s take these tips and turn them into an engaging and
conversational guide to overcome contextual and factual bias in AI-generated
writing.
Tip 1: Understand Different AI Use Cases
Surprisingly, most of us don’t understand AI capabilities fully. We tend to use a
hit and trial method and ultimately give up when things don’t seem to go our way.
Tip 2: Provide Clear Instructions to AI:
Clear instructions will give you refined and accurate output.
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8. Tip 3: Self-Train AI on More Data
AI models are trained on a rich data set gathered from diverse sources. We’re
talking about different perspectives, cultures, and languages in the training data.
So, obviously AI responses sometimes go off-track.
Tip 4: Fact-Check like a Pro:
Just like you Fact-check your daily life, use the same level of diligence for
scanning and editing AI generated text. Double-check the accuracy and
relevance of AI generated information.
Tip 5: Add The Human Touch:
Let’s not forget the invaluable role of humans in the process. Introduce a human
review process to validate the AI-generated text.
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9. Tip 6: Read, Detect and Correct:
It’s time to put your detective hat on! Use grammar detection tools to spot and
address errors in AI generated text. Use AI-generated text only as a starting
point and review it for editing.
Tip 7: Establish a Feedback Loop
Seek Feedback from Peers and incorporate their suggestions and insights to
further refine and enhance the AI Generated text.
Tip 8: Maintain Consistency:
Use consistent style, terminology, and voice throughout your writing. Adapt the
AI-generated text to match your established writing conventions and brand voice
to get a cohesive and polished end result.
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10. Tip 9: Craft Engaging Introductions and Conclusions:
Pay special attention to introduction and conclusion.
Tip 10: Inject Creativity and Originality:
Use AI-generated text as a springboard for your creative ideas. If the AI
generates a basic outline, expand upon it by adding unique examples,
anecdotes, metaphors, or imaginative descriptions that reflect your own
creativity and originality.
Tip 11: Ethical Guardianship:
Last but not least, establish clear ethical guidelines and content governance
frameworks. Make sure to check the content for plagiarism, originality and fair
use.
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11. So, what does this imply for the
writing industry?
The era of mediocrity is over – now, it is all about
the survival of the fittest. It means that the only way
writers, creators and marketers can survive in cut-
throat competition is by creating remarkable
content which brings the MOST VALUE to readers.
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12. Lets understand the use or Prompts
We will use WriteMe.ai with ChatMe
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