The Human in the Loops
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.

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CyberSecurity-first thinking for AI-enabled systems.
ToolsFree diagnostics and checklists for real workflows.
EssaysOperator-style writing on AI, governance, and automation.

Tool Shelf

Practical utilities designed to produce signal fast, not waste time.

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Live

AI Fluency Check

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

Open tool
Planned

Prompt Risk Scanner

Classify whether a prompt touches regulated data, sensitive context, or approval-sensitive outputs.

Open tool
Planned

Human Checkpoint Mapper

Map where human review must remain in the loop across AI-assisted workflows.

Open tool

Featured Articles

Sharp, systems-aware writing at the intersection of AI, work, cybersecurity, and human review.

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Featured briefing

From Tourist to Transformational: A Practical AI Fluency Roadmap

AI fluency is not a destination. It is a progression from tentative use to workflow redesign to real systems leverage.

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Publishing Workflow

The site is designed so agents can safely add and update content from markdown, then rebuild the site deterministically.

  1. Add a markdown file with front matter in site/content/articles/.
  2. Run python3 site/scripts/build_site.py.
  3. Review generated files in site/public/.
  4. Deploy the static output to AWS.

Latest

Every article is generated from source content, which makes the publication easy to extend.