Ai Accountability

Continuous Improvement in Education: If You Want Different Outcomes, Change the System

School systems across the country are under mounting pressure to improve student outcomes while navigating shifting standards, staffing shortages, and rising expectations around accountability. Yet many reform efforts fall short because they are fragmented and short-term. According to Learning Forward’s Standards for Professional Learning, sustained and job-embedded professional learning is linked to improved educator…

Just Thinking… About How Rapid Shifts in AI and Policy Are Elevating the Need for Educator Advocacy in Texas Schools

Schools today are navigating a whirlwind of change, from new expectations in the job market to the growing influence of AI and the constant push to rethink accountability. That’s why conversations about educator advocacy matter so much right now. Texas, for example, ranks among the lowest ten states in per-pupil funding—even while boasting the seventh-strongest…

Reevaluate IDRs to Ensure Equitable Student Aid and System Durability

Current repayment plans may be worsening the very problem they were designed to solve, prompting calls for fundamental policy reform

As Businesses Integrate AI, They Must Look Beyond Benefits and Toward Accountability and Ethical Consequences

Companies rushing to adopt AI risk overlooking the governance frameworks needed to manage its real-world impact on stakeholders and operations