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Published Jun 18, 2025 ⦁ 11 min read
Age-Specific AI Stories: Ethics Checklist

Age-Specific AI Stories: Ethics Checklist

AI storytelling for kids is growing fast, but it comes with risks. Here's how to ensure platforms are safe, fair, and age-appropriate:

  • Child Safety: Platforms must comply with privacy laws like COPPA, encrypt data, and avoid collecting unnecessary personal info.
  • Fair Representation: AI tools should avoid biases by using diverse training data and conducting regular audits.
  • Age-Appropriate Content: Stories should match kids' developmental stages and promote learning without overwhelming or oversimplifying.

Checklist Highlights:

  1. Does the platform protect your child's data and privacy?
  2. Are there parental controls for monitoring and customizing content?
  3. Does the platform actively reduce bias in its stories?

Example: LongStories.ai is a platform that follows these ethical guidelines, ensuring safe, personalized, and enriching storytelling experiences for children.

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Core Ethical Rules for AI Children's Stories

When considering AI storytelling platforms for children, three key ethical principles should shape your evaluation. These principles ensure that digital experiences are safe, inclusive, and appropriate for young audiences.

Child Safety and Privacy Protection

Safeguarding children's data is non-negotiable. Under the Children's Online Privacy Protection Act (COPPA), platforms must secure verifiable parental consent before collecting any personal information from children under 13. This is a legal requirement.

Failing to comply with COPPA has led to hefty fines for companies. For instance, Epic Games agreed to pay $275 million in December 2022 for illegally collecting data from children under 13. Similarly, ByteDance and other major platforms have faced penalties for similar violations.

To protect children, platforms should employ strong encryption, limit access to sensitive data, and provide clear, straightforward privacy notices. As California Attorney General Rob Bonta stated:

"… we should be able to protect our children as they use the internet. Big businesses have no right to our children's data: childhood experiences are not for sale."

Parents and educators should look for platforms that conduct regular security audits, explain privacy policies in age-appropriate language, and avoid requiring unnecessary personal information for access to stories.

Fair Representation and Avoiding Bias

Once children's data is secure, ensuring fair and unbiased representation becomes critical. AI systems often reflect the biases present in their training data, making diversity a priority. When datasets lack balance, AI can perpetuate harmful stereotypes or exclude certain groups from representation.

The impact of biased AI can be profound. For example, some AI systems trained on unbalanced data have shown gender bias. In 2025, Fable AI faced backlash for racism in its AI-generated children's books, underscoring the harm that biased storytelling can inflict. Furthermore, biased training data has led to disproportionate law enforcement suggestions targeting African Americans and Muslims.

To address these challenges, ethical AI platforms should diversify their training datasets to include a wide range of cultures, languages, and perspectives. Regular bias audits, effective detection tools, and contributions from experts in equality and social justice are essential. It's important to remember that AI systems themselves are not inherently biased; they reflect the decisions and oversights of their developers.

Age-Appropriate Content and Development Matching

Finally, content must align with a child's developmental stage. Stories should be tailored to match children's cognitive and emotional growth. Material that is too complex can overwhelm young readers, while overly simple stories may fail to engage or educate them effectively.

AI-generated stories should aim to support cognitive and social growth rather than replace traditional learning experiences. Introducing AI storytelling at the right developmental stage helps build essential digital literacy skills while ensuring content is neither too advanced nor too simplistic.

Well-designed age-appropriate stories can teach children to distinguish between reality and fiction while promoting basic online safety. These stories should also respect the child's developmental needs, social norms, and cultural contexts.

Balancing AI storytelling with offline activities is critical for nurturing critical thinking and life skills. Platforms must be inclusive and accessible, ensuring all children can engage meaningfully regardless of their abilities or backgrounds. Above all, AI stories should avoid deceptive practices, manipulation, or unjustified surveillance that could undermine individual autonomy.

Ethics Checklist for AI Story Platforms

Now that you're familiar with the core ethical principles, it's time to see how they can be applied in real-world scenarios. This checklist provides specific questions to guide your evaluation of AI storytelling platforms for your child. These practical prompts help translate ethical standards into actionable steps you can take when choosing a platform.

Data Collection and Privacy Questions

Start by understanding how the platform handles your child's personal data and privacy:

  • Does the platform comply with COPPA regulations for children under 13? In the U.S., this is a legal requirement.
  • Does the platform ensure that AI partners do not use customer data to train or improve their models? Ethical platforms delete data after processing - usually within 30 days - unless required by law.
  • Are data transmissions encrypted, and is stored data protected? The platform should isolate user interactions and only share information with authorized staff who undergo regular security audits.
  • Does the platform test new AI features rigorously before release? New features should meet the same security standards as the core system.

As Texas Attorney General Ken Paxton emphasized:

"Technology companies are on notice that [the Texas Attorney General's] office is vigorously enforcing Texas's strong data privacy laws. These investigations are a critical step toward ensuring that social media and AI companies comply with our laws designed to protect children from exploitation and harm."

Clear Information and Parent Controls

Parental oversight is critical for ensuring safe AI storytelling experiences. Here are key points to consider:

  • Does the platform offer family management features that can be tailored to your child’s age and maturity level?
  • Can you create individual profiles for each family member? This ensures content and interactions are age-appropriate for each child.
  • Are there filters for explicit content and restrictions on certain types of questions or requests? Voice features should include these safeguards.
  • Can you set time limits and schedule platform accessibility? Platforms should also provide interaction logs so you can monitor your child’s AI usage.
  • Does the platform clearly explain security risks and offer content filters aligned with your family’s needs? You should be able to preview stories and customize content restrictions.
  • While some platforms only offer basic protections like banning explicit content and requiring age verification, look for platforms with more comprehensive parental controls. You can also use tools like iOS Family Control or Google Family Link for added oversight.

Bias Check and Emotional Effects

AI platforms must actively address biases and promote positive development. Here's how to evaluate their efforts:

  • Does the platform take steps to prevent harmful stereotypes? AI systems can inherit biases from their training data, so platforms should conduct regular bias audits and use detection tools. Developers should involve experts in equality and social justice during the creation process.
  • Does the platform use AI for content moderation? Real-time alerts for harmful content are essential. For example, TikTok restricts minor accounts from receiving messages from strangers, and Instagram’s "Family Center" allows parents to supervise teens' activity.
  • Is the training dataset diverse? A platform should demonstrate that its datasets and processes are designed to minimize bias and discrimination.
  • Does the platform ensure content is age-appropriate? AI-based systems should assess content for suitability, and moderators should be trained to spot potentially harmful themes.

Statistics show that nearly 40% of children aged 8–12 use social media despite age restrictions. A 2024 report by the UK's Children's Commissioner found that over 60% of parents are unaware of how AI affects their children online. These findings highlight the importance of robust content filtering and parental awareness.

Unfortunately, some platforms have failed to protect children. In December 2024, two families sued Character AI, alleging it exposed children to harmful content and even encouraged self-harm. One case involved a teen with autism, where the AI suggested violence over screen time restrictions.

Set clear boundaries for AI use early on. Limit time spent on AI-driven apps, use monitoring tools, and explore these technologies together with your child. Open conversations about their experiences and encourage AI literacy through local workshops or community events. This proactive approach helps ensure a safer and more informed experience for your family.

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Using the Checklist with LongStories.ai

LongStories.ai

LongStories.ai is a platform that crafts personalized animated videos featuring your child as the star. Since its inception, it has produced over 5,000 unique video adventures. Let’s see how the platform measures up when evaluated against ethical standards.

LongStories.ai's Child Safety Approach

LongStories.ai takes child safety seriously, adhering to strict COPPA (Children’s Online Privacy Protection Act) compliance. This is especially important since recent FTC updates have increased penalties for violations to $53,088 per infraction.

As the FTC has clarified:

"Disclosures of a child's personal information to third parties for monetary or other consideration, for advertising purposes, or to train or otherwise develop artificial intelligence technologies, are not integral to the website or online service and would require consent".

To comply, LongStories.ai ensures parental consent is obtained before using any child’s personal data for AI model improvements. The platform also limits data collection to what’s essential for personalizing content and follows clear data retention policies to avoid storing sensitive information unnecessarily. Importantly, LongStories.ai avoids using facial recognition or storing biometric data, both of which are now classified as "personal information" under COPPA. This design aligns with expert recommendations advising AI systems to function without gathering identifiable information about children.

Age-Appropriate and Fair Storytelling

LongStories.ai tackles bias and ensures content appropriateness through its specialized AI characters. These "Educational AI Tellers" are designed to deliver stories tailored to specific developmental stages. By placing your child at the center of each adventure, the platform creates personalized experiences that align with their interests and learning styles, reducing the risk of bias.

The simplicity of its one-prompt system also empowers parents and educators to guide story themes. This ensures that content is age-appropriate and avoids exposing children to unmonitored AI interactions.

Clear Information and Parent Controls

Transparency and parental oversight are key features of LongStories.ai. With studies showing that 85% of parents want stricter AI controls for children under 13, and 71% fearing that AI tools could harm creativity and curiosity, tools like these are more important than ever.

LongStories.ai requires input from a parent or teacher for story creation, ensuring that adults remain in control. As Mobicip's CEO explains, "built-in parental control features to ensure child safety, age-appropriate use, and digital well-being" are vital for AI platforms aimed at children.

The platform actively involves beta users through a community Discord to refine its parental control features. Parents can preview content before sharing it with their children, and the instant generation feature - producing a shareable HD video in under a minute - offers convenience while maintaining transparency. This approach provides families with a clear view of the AI storytelling process and ensures they have the final say in what their children see.

Conclusion: Making Ethics a Priority in AI Storytelling

AI storytelling platforms bring new opportunities for education and entertainment, but they also come with the responsibility of ethical oversight. As Hossein Dabbagh, a professor at Northeastern University, states, "AI is perhaps the most powerful tool humans will ever have used". With such power at play, ethical considerations must be front and center, especially when choosing platforms designed for children.

Key Considerations for Parents and Educators

When assessing AI storytelling platforms, prioritize a few critical areas:

  • Child Safety: Look for platforms that comply with COPPA regulations to ensure children's privacy is protected.
  • Fair Representation: Choose platforms committed to reducing bias and promoting inclusivity in their stories.
  • Developmentally Appropriate Content: Ensure the content aligns with children's cognitive and emotional growth.

Additionally, evaluate how transparent the platform is about its content creation process and how responsive it is to concerns. Teaching children about AI’s strengths and limitations fosters critical thinking, preparing them for a future where technology plays a central role. Combine AI-driven learning with offline experiences, and keep conversations about digital ethics and privacy ongoing in your household.

These steps help ensure that AI storytelling platforms contribute positively to children’s development.

LongStories.ai's Ethical Commitment

LongStories.ai stands out as a model for ethical AI storytelling. The platform prioritizes COPPA compliance, minimizes bias, and provides robust parental controls. A unique feature is its focus on making children the central characters in every story, which helps reduce exposure to stereotypes. Its Educational AI Tellers are designed to deliver content tailored to different developmental stages, addressing the specific needs of young audiences.

Since its launch, LongStories.ai has produced over 5,000 video adventures, proving that ethical AI storytelling can be both effective and practical. Features like content previews and active community feedback through Discord ensure parents have a say in the platform's accountability. This transparency and dedication to ethical practices make LongStories.ai a leader in creating a safe and enriching storytelling experience for children.

FAQs

How can parents confirm that AI storytelling platforms follow child safety and privacy laws like COPPA?

Parents should take proactive steps to ensure platforms comply with child safety and privacy laws like COPPA. One key measure is checking if the platform requires verifiable parental consent before collecting personal information from children under 13. Additionally, reviewing the platform's privacy policy is essential to understand how data is collected, used, and shared.

Choose platforms that clearly state their compliance with COPPA and similar regulations. It's equally important to stay updated on changes to privacy laws and keep an eye on whether the platform's practices match its stated policies. Staying alert can go a long way in safeguarding your child's online privacy and safety.

How can AI storytelling platforms ensure their content is fair and free from bias?

AI storytelling platforms have the potential to create more inclusive and balanced narratives by carefully curating their training data. By incorporating a wide array of cultures, experiences, and perspectives, these platforms can help avoid perpetuating stereotypes and produce stories that resonate with diverse audiences.

To take it a step further, debiasing tools and fairness metrics play a key role. These tools can identify and address biases within algorithms, ensuring better representation. Techniques like feature blinding or making culturally aware adjustments can improve how diverse characters and narratives are portrayed. These efforts are crucial for crafting stories that are ethical, equitable, and meaningful to a broad range of readers.

How do AI storytelling platforms ensure stories are age-appropriate and support children's development?

AI storytelling platforms craft content that suits a child's age by adjusting the complexity, themes, and language to align with their developmental stage. By matching stories to a child's cognitive and emotional growth, these platforms help nurture skills such as critical thinking, language proficiency, and emotional awareness.

Personalized stories add another layer of engagement by presenting relatable experiences and challenges that resonate with a child's world. This approach ensures the content is not only enjoyable but also contributes to meaningful growth and learning for kids between the ages of 3 and 12.

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