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Not All AI Is Created Equal: What the Common Sense Media Findings Mean for Schools

  • May 22, 2026
  • Becky Laman
Smiling teenage boy in classroom

Table of Contents

  • What realities are schools navigating today?
  • What did the Common Sense Media report find?
  • The AI landscape: three categories, three different risk profiles
    • Companion AI Apps
    • Commercial/Consumer AI (Gen AI Apps)
    • Purpose-Built AI for Student support
  • What does this mean for district leaders evaluating AI?
  • The Reality Check: AI Is Already in Your Schools
  • Introducing the S.U.R.E. Framework
  • Questions every district should ask AI vendors
  • Why does this matter for MTSS and student support systems?
  • Building Safer AI Support Systems for Students

Overview

Students are already using AI tools to ask questions about stress, relationships, motivation, and emotional wellbeing. The challenge for district leaders is not deciding whether AI belongs in schools, but determining which AI tools are designed with safeguards, human oversight, and accountability built in.

Recent findings from Common Sense Media and Stanford Medicine’s Brainstorm Lab reinforce an important reality: not all AI mental health tools carry the same level of risk. For K12 leaders, evaluating student-facing AI now requires a clear framework for safety, governance, and responsible implementation.

Why district leaders need a framework for evaluating youth AI safety

During Mental Health Awareness Month, Common Sense Media and Stanford Medicine’s Brainstorm Lab released one of the most comprehensive independent evaluations to date of AI mental health and wellbeing tools used by teens.

The findings delivered a clear message for K12 leaders: students are already turning to AI for emotional support, but not all AI tools are designed to support young people safely.

For school districts, this is no longer a future-facing conversation. It is an immediate issue tied to student safety, governance, and responsible support systems.

At the same time, the report highlighted something equally important: safer, school-based AI models are possible.

Alongside by TimelyCare was recognized by Common Sense Media as one of the lowest-risk AI wellbeing tools reviewed. The evaluation emphasized the importance of human oversight, clear safety protocols, district integration, and clinically governed design.

This distinction matters because district leaders are increasingly being asked to evaluate student-facing AI tools without a clear framework for differentiating between:

  • General-purpose AI
  • AI companion apps
  • Purpose-built student support tools

Those categories carry very different levels of risk.

“One of the clearest takeaways from the Common Sense report is that not all AI mental health tools should be viewed the same way. The greatest risks appear when AI is used as a substitute for care. Alongside was built with a different purpose: to provide Tier 1 skill-building support that helps students navigate everyday challenges, with clear pathways to trusted adults and school staff when something more serious arises.”

Dr. Elsa Friis, Ph.D., Msc-GH
Director of Product and Clinical Care
Alongside, by TimelyCare

What realities are schools navigating today?

Students are growing up in an environment that is constantly connected, emotionally demanding, and increasingly difficult to navigate alone. Many students are digitally fluent, yet still struggle with stress, isolation, belonging, and academic pressure.

At the same time, students are already using AI tools to ask questions they may not feel comfortable bringing to adults.

Research highlighted by Common Sense Media found:

  • More than 70% of teens have used AI chatbots
  • Nearly 1 in 3 teens and young adults have turned to AI for emotional or mental health support
  • Millions of youth are already using general AI tools for emotional advice

The question for districts is no longer whether students are using AI. The more urgent question is whether the AI tools they are using are designed to protect them.

What did the Common Sense Media report find?

Risk assessment chart comparing Alongside, Sonar, and Wysa across student safety, effectiveness, fairness, trust, data responsibility, and accountability criteria.One of the clearest conclusions from the report was that design intent matters.

Tools built primarily for engagement or open-ended emotional conversation carried significantly higher risks for youth emotional safety. By contrast, school-based support models with human oversight, defined safety protocols, and structured escalation pathways demonstrated meaningfully lower risk.

The findings reinforced an important distinction for schools: this is not simply a conversation about AI versus non-AI. It is a conversation about governance, accountability, and whether AI is designed to strengthen human connection rather than replace it.

“In our view, safety comes from thoughtful safeguards, strong oversight, and clear limits around what AI should and should not do. AI should not replace counselors, clinicians, or the human relationships that are at the center of care. TimelyCare and Alongside are aligned around that principle: coaching for everyday needs, clear clinical boundaries, and connection to human support when it matters most.”

Dr. Elsa Friis, Ph.D., Msc-GH
Director of Product and Clinical Care
Alongside, by TimelyCare

The AI landscape: three categories, three different risk profiles

Not all AI systems are built for the same purpose, and those differences directly affect student safety outcomes.

General-purpose AI tools are designed for broad, open-ended interaction. While widely accessible, they are not typically built with youth mental health safeguards, escalation protocols, or district accountability structures in mind.

AI companion apps are often designed to maximize engagement and emotional attachment. These systems may encourage dependency or simulate human relationships in ways that create additional risks for young users.

Purpose-built student support tools are designed specifically for school environments, with structured boundaries, safety protocols, human escalation pathways, and district oversight integrated into the experience.

For district leaders, evaluating AI through the lens of design intent can help clarify which tools align with student wellbeing goals and which may introduce avoidable risk.

Not all AI is built the same. It’s the design intent that determines safety outcomes.

Category 1

Companion AI
Apps

Character.AI · Replika · Nomi

High Risk for Emotional Use

Not designed for emotional support, but widely used for it. No logic model for youth. Vast risk surface with no age-appropriate safeguards.

Category 2

Commercial/Consumer AI (Gen AI Apps)

ChatGPT · Gemini · Meta AI

Unacceptable Risk – All Minors

Designed to maximize engagement and fundamentally misaligned with youth safety.

Rated unacceptable risk by Common Sense Media & Stanford.

Category 3

Purpose-Built AI for Student support

Alongside & Educationally Designed Tools

Evidence-Based Benefit

Expert oversight + human integration + logic model = meaningful benefit.

Research backed under ESSA or third party validations.

What does this mean for district leaders evaluating AI?

AI is already present in schools through student use, classroom tools, tutoring platforms, and wellness applications. The challenge is no longer whether districts will encounter AI, but how they will evaluate and govern it responsibly.

The Reality Check: AI Is Already in Your Schools

This isn’t a future problem; it’s happening in your hallways right now.

70%+

of teens have used an AI chatbot at least once

3 in 4

teens have used an AI companion

52%

of teens are regular companion users

~5.4M

U.S. youth use gen AI for emotional advice

The question isn’t whether your students are using AI. It’s whether the AI they’re using is designed to protect them.

Does the AI protect the user from harm? And I wanna be really clear here. Safety for us is not score is not scored on a scale. It's a binary. It's pass or fail. If our chatbot, makes an error with, safety, it totally fails from our perspective, and the evaluation stops. There's no score. There's no, well, we got a b plus on everything else. If it's not safe, it doesn't move forward.

As districts consider AI-enabled student support tools, the conversation should focus on governance, accountability, transparency, and safety by design, not simply engagement metrics or scalability.

Districts need a practical framework for evaluating these tools consistently. That is why Alongside developed the S.U.R.E. Framework.

Introducing the S.U.R.E. Framework

A framework designed specifically for youth AI safety

The S.U.R.E. Framework is a 40-item evaluation framework developed to assess AI-enabled chatbot interactions with youth ages 9+.

The framework evaluates four critical dimensions:

  • Safety: Crisis response protocols, escalation pathways, and student protection measures
  • Understandability: Developmentally appropriate language and youth-centered communication
  • Restrictions: Boundaries that prevent harmful dependency or inappropriate interactions
  • Ethics: Transparency, accountability, and responsible AI governance

One of the most important aspects of the framework is that safety is not graded on a curve.

The “Safe” category functions as a binary gate. If a tool fails the safety evaluation, the assessment stops.

This gives districts a more concrete way to evaluate AI products beyond broad marketing claims or general promises about innovation.

S

Safety

Safety identification, alerts and data privacy

U

Understandable

Developmentally appropriate and accessible content

R

Restricted

Guardrails limit both content and engagement

E

Ethical

Credible content, non-sycophantic, supports human connection

Questions every district should ask AI vendors

District leaders do not need to become AI engineers to evaluate student-facing AI responsibly. They do, however, need a clear framework for asking the right questions.

Safety

  • Does the product have a documented crisis response protocol?
  • How are severe issues escalated to human support?
  • Who is notified if a student signals distress?
  • Does the tool actively encourage connection to trusted adults?

Understandability

  • What age range was the product designed for?
  • Has it been tested specifically with youth?
  • Is the reading level developmentally appropriate?

Restrictions

  • What prevents unhealthy emotional dependency?
  • Does the tool reinforce real-world support seeking?
  • How does the system handle boundary-testing behavior?

Ethics

  • Is the tool transparent about what it is?
  • Does it avoid presenting itself as a therapist or human companion?
  • Is decision-making auditable and documented?
  • If vendors cannot answer these questions clearly, that is important information for districts to consider.

Why does this matter for MTSS and student support systems?

Districts are increasingly being asked to support every student with systems originally designed for only a fraction of student needs.

At the same time, many student challenges begin long before they become visible through disciplinary issues, academic decline, or crisis intervention. Students experiencing stress, disconnection, or emotional overwhelm often need earlier and lower-barrier forms of support.

That is where structured Tier 1 support can play an important role.

Alongside by TimelyCare was designed as a private, judgment-free first step where students can work through everyday stress, peer conflict, motivation challenges, and emotional overwhelm before issues escalate.

Importantly:

  • It is not therapy
  • It is not a replacement for counselors
  • It is not an AI companion product

Instead, it is designed to extend district capacity while reinforcing human support systems. When higher-acuity concerns surface, structured escalation pathways connect students to trusted adults and appropriate support resources.

Additional resources for districts evaluating AI

District leaders looking to build stronger governance and evaluation processes around AI-enabled student support tools can explore the following resources:

  • Explore Alongside’s AI Safety & Ethics approach
  • Download the one-pager, Evaluating AI in Youth Wellness
  • Download the district resource, Building Your School’s AI Policy
  • Watch the “Not All AI Is Created Equal” webinar

Building Safer AI Support Systems for Students

Students are already using AI in their daily lives, including for emotional support and wellbeing questions. The responsibility for districts is not simply deciding whether AI belongs in schools. It is determining which systems are designed to support students safely, responsibly, and transparently.

As AI adoption accelerates, governance and safety-by-design principles will become increasingly important for protecting student wellbeing and maintaining trust within school communities.

Contact us to learn how we can help your schools thrive.

Key Takeaways

  • Students are already using AI for emotional support and wellbeing questions.
  • The Common Sense Media report found meaningful safety differences between AI tool categories.
  • Design intent, human oversight, and escalation pathways are critical factors in youth AI safety.
  • District leaders need structured evaluation frameworks for student-facing AI.
  • The S.U.R.E. Framework helps schools assess AI tools across safety, understandability, restrictions, and ethics.
  • AI should support human connection and student support systems, not replace them.

FAQs

Are students already using AI for mental health support?

Yes. Research cited by Common Sense Media found that many teens and young adults are already turning to AI chatbots for emotional support and wellbeing-related questions. This makes responsible AI governance an urgent issue for schools.

Why are some AI tools considered higher risk for youth?

Some AI tools are designed for engagement and open-ended emotional interaction rather than structured student support. Without safeguards, human oversight, or escalation protocols, these systems may create greater risks for emotional dependency or inappropriate guidance.

What should districts look for when evaluating AI tools?

Districts should evaluate safety protocols, escalation pathways, developmental appropriateness, transparency, and ethical safeguards. Clear governance and accountability structures are essential.

What is the S.U.R.E. Framework?

The S.U.R.E. Framework is a 40-item evaluation framework designed to assess AI-enabled chatbot interactions for youth ages 9 and older. It evaluates safety, understandability, restrictions, and ethics.

Is Alongside by TimelyCare a replacement for school counselors?

No. Alongside is designed to complement existing student support systems, not replace counselors or clinicians. The platform is intended to help students navigate everyday challenges while reinforcing pathways to trusted adults and professional support when needed.

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Becky Laman

Becky Laman

Chief Strategy Officer

Becky leads the creation of the corporate strategy, working with the leadership team to create the short- and long-term company vision. She provides thought partnership across all functional areas and oversees collaboration to ensure strategic actions are completed and that appropriate metrics are in place to measure performance and progress towards established goals.

Throughout Becky's professional experience, she has been committed to student success. Her passion for excellence and entrepreneurship has helped to build long-lasting partnerships with higher education associations and systems. Becky has held numerous roles across business development and operations, overseeing partner creation and expansion, new partner launches, client service, market research, technology implementation, and ongoing improvement. She will be available as an additional line of support throughout the life of the partnership.

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