Field Notes

Practical observations and guidance from real-world cybersecurity and AI work—written to be used, not just read.

These aren't generic best practices.
They're drawn from real environments, real risks, and real constraints—where protection has to work in practice, not just on paper.
Everything here is meant to help you understand, decide, and act with more clarity.

Where Trust Breaks Down in Systems

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Small Habits That Create Big Exposure

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

The Risks No One Thinks About Until It’s Too Late

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Operational Reality

What I Look for When I First Walk Into an Organization

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Operational Reality

The Gap Between Policy and Reality

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Operational Reality

Why Most Security Plans Don’t Work in Practice

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

How to Use AI Without Exposing Sensitive Data

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

AI Is Not Private—Here’s What That Means

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

What You Should Never Put Into AI Tools

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Why Password Policies Fail (and What Works Instead)

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

What ‘Secure Enough’ Actually Means

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

The 5 Most Common Vulnerabilities in Small Nonprofits

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Why Password Policies Fail (and What Works Instead)

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

What ‘Secure Enough’ Actually Means

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

The 5 Most Common Vulnerabilities in Small Nonprofits

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

How to Use AI Without Exposing Sensitive Data

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

AI Is Not Private—Here’s What That Means

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

What You Should Never Put Into AI Tools

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Operational Reality

What I Look for When I First Walk Into an Organization

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Operational Reality

The Gap Between Policy and Reality

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Operational Reality

Why Most Security Plans Don’t Work in Practice

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Where Trust Breaks Down in Systems

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

Small Habits That Create Big Exposure

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

The Risks No One Thinks About Until It’s Too Late

Most organizations don't realize how easily sensitive information can be exposed through everyday AI use. Here's what to keep out—and why.

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