Systems Thinking on Christa Burger

AI Loves a Pancake: Why Good AI Should Not Flatten Complex Work

Fri, 19 Jun 2026 00:00:00 +0000

AI has a tendency to turn complex situations into pancakes.

Flat. Neat. Easy to consume. Missing several load-bearing ingredients.

Sometimes that is fine.

Sometimes you need the pancake.

But serious work often has layers:

Operational
Financial
Human
Strategic
Ethical
Historical
Political
Timing-related

Good AI should help hold those layers without making the next action impossible.

That is the balance.

Clarity without flattening. Structure without pretending the situation is smaller than it is.

Unnamed Work Becomes Weather

Mon, 08 Jun 2026 00:00:00 +0000

Unnamed work becomes weather.

It just happens.

People feel it. People complain about it. People plan around it. Nobody owns it.

This is true in teams, households, operations, governance, and AI workflows.

The first act of control is often naming.

Name the recurring burden
Name the decision point
Name the review
Name the handoff
Name the risk
Name the evidence trail

Once something has a name, it can have an owner.

Reminders Are Not Systems: Building AI Rhythms That Actually Work

Wed, 13 May 2026 00:00:00 +0000

I have a deep affection for reminders. And planners. And all the other systems you can place around yourself to luxuriate in the feeling that you might be on top of things, if you just followed all the tasks and schedules you set for yourself.

I also have a profoundly consistent history of dismissing them and continuing with my life like the free bird that I am.

Two wolves live inside us all, my friends.

Heroics Are Usually a Design Problem

Fri, 08 May 2026 00:00:00 +0000

I used to be more impressed by heroic effort.

The late-night push. The last-minute save. The frantic deck rescue. The spreadsheet that emerges from the ashes wearing a tiny cape.

Now I mostly see heroics as a signal: a broken system relying on the goodwill of one person — or their insecurities — to keep functioning.

Sometimes heroics are necessary. Workloads can fluctuate wildly.

But that is also a lazy acceptance.

How Small AI Requests Become Repeatable Workflows

Mon, 04 May 2026 00:00:00 +0000

In my journey of systematizing my life and reducing my decision load, I have learned to be suspicious of “small” AI requests, because many of them are secretly recurring workflows.

“Can you make this list?”

Sure.

But should this become a template? Should it recur weekly? Should it have owners? Should it pull from prior context? Should it produce a decision? Should it feed another workflow?

This is how a simple request can turn into an entire operational philosophy.

The Task Is Never the Task: AI and Hidden Workflows

Fri, 01 May 2026 00:00:00 +0000

One of the most annoying things AI has taught me is that the task is almost never the task.

In fact, much of my journey with AI has been analogous to If You Give a Mouse a Cookie.

I will ask for something simple.

A grocery list. A summary. A draft. A checklist. A content idea.

Very reasonable.

Then, unfortunately, the system reveals that this “simple task” is actually attached to a much larger creature.

Why Metaphor Matters in AI System Design

Fri, 24 Apr 2026 00:00:00 +0000

We often think metaphor is something that explains a system after the fact.

Now I think metaphor is often how you know what you are building.

This has been especially true with AI because AI systems get abstract very quickly.

You start with, “I need help managing recurring work.”

Three hours later, you are still wrestling with what that means, trying to identify recurring work in your own life for realsies this time, and maybe even falling into a therapy session with chat about why you are like this.