Continuum Retreat · 2026

AI didn't take
my work.
It changed which
work was mine.

Robert Rittich · Down in the trenches with AI
Continuum · AI in the trenches
01 / 18
Who's standing here

Two practices,
one perspective.

I do cybersecurity for a living. AI consulting is what I had to learn to keep doing it. The field changed faster than any other — and the lessons I took down in the trenches are what I bring to Continuum.

Cybersecurity
15+ years
Threat modeling, assessments, the kind of work where a quiet mistake shows up six months later.
AI Implementation
Since 2023
Same threat model, new substrate. Help organizations adopt AI without giving up control of what matters.

Why the bridge matters: the same questions I ask before I let a tool onto a client network are the ones I ask before I let one onto your business. That perspective is built into everything I'll say next.

Introduction
03 / 18
2018 · A co-working space
"If you love what you do,
you don't work a day in your life."
— Written on the wall of my first office

That lasted about a day.

The work I loved — security research, the partner conversations, the hard calls — was maybe a quarter of my week. The rest was bookkeeping, invoicing, vendor management, all the things that have nothing to do with what I started a business to do.

What I wanted to do
Research · Strategy · Clients
What ate my week
Invoicing · Vendors · Admin
What I was promised
Not a day of work
Opening · Meaningful work
04 / 18
Setting expectations

Here's what I'm not going to tell you.

Claim #1

×AI will take your job.

It won't. Not because the tech can't — because it's not the right frame for what's actually happening to your week.

Claim #2

×You'll be 10× more productive.

You won't. There's a kernel of truth — but if you adopt AI chasing 10×, you'll end up with output you can't stand behind.

What this talk is not
05 / 18
Where we're going · 35 minutes

Four stops, one handoff.

01
Now

What AI
actually is

And the one thing it most certainly is not.

02
Next

Where AI
earns its keep

The three areas under the curve — and one example you'll feel.

03
Then

Where to
protect yourself

Don't take your AI to the gym. Accountability stays with you.

04
Close

How to
actually start

The unlock is in how you talk to it — Gabe takes that next hour.

Roadmap
06 / 18
The thesis

AI doesn't take
your work.
It shifts what fills your week.

My week now is fundamentally different than it was six months ago. I'm not doing more — I'm doing different. And the part that's still mine is more of me than it used to be.

The thesis
07 / 18
Mental model · 1 of 3

The reservoir.

Claude — the LLM — is a vast, frozen body of intelligence built by Anthropic. They train it behind closed doors. When they're done, they close the lid.

  • You can draw water out of it.
  • You cannot push water back in.
  • Your questions never change the model.
The LLM · frozen
🔒 Read-only
RESERVOIR
What AI is · 1 of 3
08 / 18
Mental model · 2 of 3

The kitchen.

The chat window isn't just a faucet — it's a kitchen built around the faucet. Pots, stove, shelves of tools and skills. This is where the work — and the data choices — actually live.

🔒
The question you're already asking

"If I type our client list in, does Claude learn it?"

No. The reservoir is frozen. On a paid subscription, no one is watching over your shoulder either. Your secret recipe stays in your kitchen — that's exactly why Continuum picked the harness it did.

The harness · your kitchen
🔒Secret recipe stays
What AI is · 2 of 3
09 / 18
Mental model · 3 of 3

50 First Dates.

Drew Barrymore's character wakes up every morning thinking it's the day before her accident. Adam Sandler introduces himself again, and again, and again. He remembers her — she meets him new every time.

  • Every question is the AI's first day meeting you.
  • To "remember," the entire conversation is re-handed in on every turn.
  • The longer the conversation, the more the early parts pollute the late ones.
50 First Dates · DVD cover
Every turn · context replayed
What AI is · 3 of 3
10 / 18
The negative space

What AI is not.

×
Not a · 01

Search
engine.

It doesn't go look things up unless you put the lookup in the kitchen.

×
Not a · 02

Database.

Nothing you say is stored on the model side. It can't be "queried" later.

×
Not a · 03

Colleague.

It doesn't remember yesterday. Or this morning. Or the last conversation.

×
Not a · 04

Memory.

The only memory is the conversation in front of you — and it ends when you close it.

The negative space
11 / 18
The area under the curve

Three places AI earns its keep.

All the work you'd do if you had three of you. AI doesn't replace one — it lets the one you have cover ground you were already conceding.

01 / Volume
Productivity

Productivity

More of what you already do well.

Drafts, summaries, transformations. The grunt work surrounding the work you actually get paid for.

02 / Breadth
Creativity

Creativity

More options than you'd have generated alone.

A thinking partner that gives you five framings to react to — so your taste does the picking, not your blank page.

03 / Coverage
Risk

Risk Management

Surface you weren't watching.

NDAs you'd have skimmed. Strategic angles you'd never have had time for. The "what if we expand into Alaska?" question, answered in an afternoon.

Three areas
12 / 18
Concrete · NDA review

The contract I used
to skim. Now I read.

Risk triage, not risk ownership
Before

Skim and sign.

I'm not a lawyer. I'm not paying $450/hr to review every NDA. So I skimmed, hoped, and executed contractually binding agreements I hadn't fully read.

Coverage: ~10%
Risk: mine to eat
→
After

Preferences on the shelf.

I sat down with Claude once — built my non-starter list and my preferences. That file lives in my kitchen. Every new NDA gets handed in with that file. Claude flags what's worth a real read.

Coverage: 100%
Risk: still mine — but I see it now
Concrete · NDA
13 / 18
— Risk triage, not risk ownership —
The boundary

Don't take your AI
to the gym.

When I go to the gym, the goal isn't to get the weights from the left side of the room to the right. The goal is the lift. If a robot moves the weights for me, I didn't work out — I just rearranged the gym.

Same with your work. The judgment, the partner calls, the hard reads on a client — that's the lift. Delegate the move. Keep the lift.
The lift, visualized
The whole pointYou moving the weight.
The boundary
14 / 18
Why this matters

The accountability never moves.

The AI has no liability. It will never sit on a call six months from now defending the recommendation. That seat is still yours — which is the part of the work that has to actually be yours.

A true story · six months later

The policy that came back.

I built a policy for a client. I leaned heavily on Claude. Thankfully I reviewed it — critically — iterated, and shipped the version I could stand behind.

Six months later the client called. They wanted to walk through a specific clause. Because I had done the lift, I could answer cold. Had I outsourced the judgment, I'd have been sweating.

The work that has your name on it has to have your thinking in it.
Meanwhile, in the office · Dilbert
Dilbert cartoon — you'll have to do some actual work
"I don't mean to frighten you, but you're going to have to do some actual work."
Accountability
15 / 18
Live demo

Same task.
Two prompts.

A report on the screen, formatted two ways from the same input. On the left, the mule. On the right, the partner — with a typography expert on the shelf.

Mule prompt
"Turn this into a report."
vs.
Partner prompt
"Let's build this as a professional report. Use the typography skill on my shelf. Push back on my framing before we draft."
Live demo
16 / 18
Bringing it back

AI didn't take my work.
It elevated me.

It didn't make me ten times faster. It didn't replace anything I love about my craft. It quietly took on the work that was costing me my week — and gave me back the lift that made me a consultant in the first place.

It did not
Take my job
It did not
Make me 10× faster
It did
Make my week more mine
Close
17 / 18
Over to Gabe

The unlock is in how you talk to it.

Everything I just showed you lives or dies on the prompt. That's the next hour — and the person to teach it isn't me.

Thank you.
Handoff
18 / 18