Human judgment in consequential systems

The Human in the Loops

A cyber-tech publication and tool bench for people working where AI, automation, security, and human judgment collide.

AI Is No Longer a Skill. It's an Expectation. But Are You Actually Using It?
AI Fluency

AI Is No Longer a Skill. It's an Expectation. But Are You Actually Using It?

AI fluency has quietly moved from nice-to-have to baseline, but most people are still mistaking casual use for transformation.

Apr 6, 2026

Recent Work

Selected pieces that show the range of the site beyond the lead story.

Tool Shelf

Practical utilities designed to create signal fast. Live where available, clearly marked where still in development.

Live

AI Fluency Check

Measure personal fluency and organizational readiness side by side, then surface the real bottleneck.

Open tool
Private Beta

Transcribe

Upload meeting audio, get a transcript and summary, then keep the outputs stored and searchable.

Open tool

Latest Dispatches

A chronological stream of essays and briefings, newest first.

Full archive

About Me

The perspective behind the publication.

Alex Bonnifield
Identity security leader, CISSP, builder, and public-sector technologist

Alex Bonnifield

Alex Bonnifield works at the intersection of cybersecurity, identity, public-sector modernization, and applied AI. His background spans identity security leadership, customer-facing work across government and education, and a growing body of hands-on experimentation with agents, analytics, and practical AI systems. The Human in the Loops is where he publishes tools, field notes, and essays about keeping human judgment inside increasingly automated systems.

  • Identity security and zero trust work across state and local government, higher education, and schools
  • CISSP-certified with experience connecting governance, access, and operational reality
  • Builder of practical AI projects including agent swarms, public-data explorers, and workflow tooling