Writing & Speaking

Writing & Speaking

I write and speak about what happens when human judgment is embedded in systems, and accountability becomes unclear.

My work focuses on AI, hiring, labor, power, and governance, with an emphasis on real-world consequences rather than abstract theory or technology hype.

Core Themes

My writing and speaking typically explore:

  • AI and automated decision systems in hiring and work

  • How accountability shifts when decisions scale through software

  • Governance gaps between innovation and oversight

  • The human cost of poorly governed systems

  • Why “efficiency” without responsibility creates long-term risk

The throughline is simple: systems shape outcomes, whether we acknowledge them or not.

Writing

I write essays, analysis, and commentary intended for readers who want clarity, not reassurance.

My work appears across personal platforms and external publications, and is often used to bridge conversations between enterprise, policy, and the public.

Writing formats include:

  • Essays and long-form analysis

  • Commentary on hiring, AI, and governance

  • Applied systems thinking for non-technical audiences

Editors typically come to me for work that combines operational understanding with public accountability.

Speaking

I speak to executive, professional, academic, and public audiences about:

  • AI-mediated hiring and workforce systems

  • Governance and risk in automated decision-making

  • Accountability, oversight, and institutional trust

  • The future of work beyond automation narratives

Speaking engagements include:

  • Conferences and industry events

  • Executive and board briefings

  • Panels and moderated discussions

  • Academic or policy-adjacent forums

My approach is grounded, direct, and focused on helping audiences think more clearly about decisions that affect people at scale.

Media & Editorial Use

I’m available for:

  • Interviews and expert commentary

  • Panels and roundtables

  • Podcast appearances

  • Editorial collaboration

Media inquiries are welcome from outlets covering work, technology, labor, governance, and public accountability.

Speaking & media inquiries
Please reach out directly.