Insights / Field Notes

Ideas for what comes next.

Practical thinking at the intersection of artificial intelligence, creative industries, youth opportunity, and music leadership.

More Than a Place in the Data

Why people of color need AI proficiency and a hand in training, testing, and shaping the systems that affect our lives.

How to choose an AI workshop that builds confidence, useful skills, safer workflows, and a clear next step for your team.

How to learn from AI demos, avoid tool FOMO, save tokens, and choose technology that earns a place in your real workflow.

How our beliefs about AI shape whether we prepare, retreat, or create in an uncertain future of work.

Why creators, technologists, educators, business leaders, and communities all need a voice in shaping responsible AI adoption.

How a city built on music and logistics is building its AI future—and what Ty has learned on the ground.