What I'm Doing and How It's Going

I’ve needed to write this for a long time, for multiple reasons.
Lots of people have been asking what the hell I’m doing. Like do I work somewhere? What do I actually do all day?
Tons of my friends are either miserable at work or are getting laid off
I believe that the time for being identified by—and tied to—corporate jobs is passing, and it’s time to transition to what comes next
I want to cover each of those and then talk about what we can do about it.
1. Lots of people have been asking what the hell I’m doingMy most urgent but least important reason for writing this is to just update people on what I’m doing. I have constant conversations with people I used to talk to a lot who say things like, “So you still at Apple?” And when I’m like, “Nah, I left there years ago and went to Robinhood for a couple of years.”, they’re like,
“Wow, had no idea.”
Fair enough. I do the same to lots of people too. We don’t have time to keep up on LinkedIn updates for the hundreds of people we know.
So, short version, I was at IOActive, left to go to Apple to build the BI function and platform for InfoSec for 3 years (before Covid). Left there to go to Robinhood for 2 years to build their Vuln Management team/platform. Then at the end of last year I left RH to go independent.
That was a couple months before GenAI popped, and the timing couldn’t have been more perfect.
1.1 Why I quit the Matrix standard systemYou’ve probably seen a million of these types of pitches:
Let me show you how to make 3.7 billion dollars every 15 minutes!
Scammer or narcissist, usually
I’ve seen those too, and I avoid them. Maybe some are real, but I have no interest in an Amazon drop-shipping or an Orphan Bloodletting business. Or whatever the hell they’re doing.
My reason for making the transition was very simple. It wasn’t about money. I was making good money in corporate InfoSec. No. I just had to get away from corporate jobs where one or more of these were true:
Leadership didn’t know what they wanted
They knew what they wanted but couldn’t articulate it
They could articulate it, but couldn’t execute
So the company spends most of its time in planning sessions that will be ignored within a few weeks, only to do it again in a couple of months
Hours, days, and weeks of time wasted on Zoom calls because of the problems above
They hire and fire with the empathy of a moldy sandwich
I was spending all my time on a thing I didn’t think improved the world as much as I could have doing something better
In other words, I felt I was wasting my limited time on Earth.
It was SOUL-CRUSHING, and I was done dreading Mondays.
1.2 What I’m doing nowI’ve transitioned to answering the most important question I’ve ever heard.
That’s a life-changing question, and you should be asking it often.
When I asked myself that question I realized I should be working for myself, building things that help people, consulting with people to help them, and putting that content into the world somehow.
So today I run Unsupervised Learning, which is not just the newsletter/podcast but the parent company of three separate pillars.
Builder: First, I’m building a platform for solving all sorts of problems around purpose, focus, and execution—both for individuals and companies. See above! If that sounds vague, that’s ok, we’re still not talking about the product publicly yet. The first product we’re building on that platform addresses the primary cause of Startup Death. I’ll say more once the product is public, but it’s 🔥. Or at least that’s what I tell myself, and the feedback has been excellent from those who’ve seen it.
Consultant/Advisor: I’m also doing some consulting and advising to stay connected to customers and customer problems. I have a custom security assessment that I created and deliver myself for customers. It combines technical vulnerabilities and business resilience considerations into a concise, prioritized action plan for reducing the most risk for the least amount of time/money. I also advise companies on both security posture, AI strategy, and go-to-market.
The Podcast/Newsletter: And finally I have Unsupervised Learning the newsletter and podcast. This can best be thought of as the exhaust from everything I learn during the week. All the books I read. All the videos I watch. All the podcasts I listen to. And most importantly—all the problems I see and (hopefully) solve when dealing with real challenges while building, consulting, and advising.
In other words—Building, Helping, and Sharing.
To be clear, this is not all figured out. I have a decent system in place (I think), but it’s not like I’m making millions, or even sitting on millions. No, I’m hustling, and it’s still stressful.
But I’m ok with that. More than ok. I’m exhilarated by it. Because this stress is for something I actually believe in.
I get to spend my time thinking about how to help people. Helping friends. Helping customers. And ultimately trying to help everybody. It’s literally my company’s mission.
How I make money in this modelTo help companies and individuals discover, articulate, and achieve their purpose in life.
The Unsupervised Learning Mission

Current newsletter subscribers
Some of you are only here because of the subtitle of this post, which mentioned I’m now making somewhere around $700K / year. Hopefully by the end of this you’ll get a lot more from the post than that, but here are the basic income streams.
People, by the way, have told me not to share this in the past because it’s too personal, or too revealing and the system can be copied. I don’t care. I want people to copy this. I want to free people. More on that in the next section, but first the streams.
Newsletter and Podcast Sponsors: When you have a highly intelligent and engaged audience like UL’s, companies trying to get their name out there want to get in front of them. If you’re not huge like multiple millions you can’t really do like Athletic Greens or stuff like that. You have to do specialized companies that make more per sale. Thanks to Clint Gibler of TL;DR sec for lots of collaborations over the years on this. He’s one of the smartest people out there on sponsor management. Honestly the trick is having someone that’s good at it, and who you can pay at least part-time to manage leads, copy, etc. I could write a whole book on this, but there are a million good YouTube videos on doing it well. Annual Income: ~$450K

UL’s paid tier
Paid Memberships: In addition to sponsorships, UL also has a paid tier membership that gets people not just the newsletter and podcast, but also access to the community, member content, and lots of other stuff. If you’ve ever heard of “1,000 true fans”, that’s a great way to think about this. Annual Income: ~$130K
Consulting: Like I have in the diagram, I created a security assessment methodology and report that I’m really proud of and think provides tons of value. I do like 3-6 of these per year. And again, I’m not sharing any of this revenue with other people. It’s all under UL. Annual Income: ~$80K
Retainers: Another great source of income (and stress relief) is having one to three retainers going with your favorite companies/customers. This is where they pay you a certain amount per month no matter what, with the ability to ping you or ask for X, Y, Z at a particular SLA that you agree on. Like jumping on customer calls, writing content for them, talking through strategy with the leadership team, etc. Annual Income: ~$130K
Advising: This one is mostly equity. I probably have around 10 irons in that fire, with only 3 that I spend a lot of time on. This one is also great for your soul because you should only be doing this with companies you really love and want to see do well. Annual Income: ~$??? (who knows, they only yield when they IPO and do well)
Speaking: This one is a newer stream, but I am having good success with it. I’m looking to do maybe 1 talk a month, with one or so per quarter that’s in-person. I’m currently charging between $7.5K and $25K for these slots depending on a bunch of variables. Annual Income: ~$100K?
Courses: Not yet. Maybe 2024?
Books: I have one book that came out in 2016, but no immediate plans to write the next one. Maybe 2025 at the earliest.
If you look at the really big people, they’re all about the courses and books because they produce recurring income. I’m just not that cool yet. I’m too focused on building my product right now and courses and books take forever to write and market. One day.
Also, those big people have considerable, full-time teams working for them to make it all possible. I have a couple part-time people.
So anyway, if you add all that up you end up with a pretty good number—especially compared to being stressed out of your mind for half that much. Our projections are actually something like $650-$900 for the year, depending on how things go.
Financial downsidesThe numbers sound good, but there’s a lot of stress involved on the money side too. The biggest problem is that any of those streams make up a lot of the total.
If the economy sputters, sponsors will stop buying slots
If the economy sputters, fewer people will buy assessments
If your retainer companies don’t do well they’ll cancel or reduce the retainer
If there’s covid you won’t do as many onsite speaking engagements
Etc.
So you always have to be thinking about the incoming threads, whether they’re healthy, and whether you need to spin up others for more resilience to conditions.
Also, there are expenses:
Hosting for site / newsletter / etc
Hosting / services for product development
SaaS tools
Advertising the newsletter / podcast
Salaries
Accountant
Lawyers
Travel
Licenses
Insurance
Random stuff
This isn’t thousands or tens of thousands a year. It’s over a hundred. Plus taxes on top of that. It’s considerable.
In other words, this lifestyle is precarious, at least at the early stage I’m at.
Right now I feel free to work for a couple of weeks from London (yay!). But at any moment I could be free to live on my buddy’s futon because all my income dried up (boo!).
So that’s the money situation. Now onto my main reason for writing this.
2. Tons of my friends are either miserable at work or are getting laid offThis is happening to millions of people in the working world right now, and I’m massively seeing it in my own circle.
I don’t know many people who are happy to go to work. At least not that have “regular” jobs (whatever that means).
Do you? How many people do you know that have a regular 9-5 job where it’s just a regular company, and they have a regular manager, and they’re happy?
Of course this is multivariate. There are surely lots of reasons for people being less happy at work. Maybe we’re all spoiled brats. Maybe we don’t know how good we have it. But my theory is that it’s largely the following:
Companies have realized they gave away too much power in the push to create a “great place to work”. They put snack rooms and off-sites and events ahead of performance for a very long time, and sometime around Covid they realized they’d made a huge mistake.
So now they’re clawing it back. They’re doing this through RIFs, Return to Office (which is another way to do a RIF), and aggressive trimming of those who aren’t performing or don’t have the right “anything for the company” attitude.
The result is that employees are now seeing through the illusion. They’re like, “Wait a minute…these people don’t actually care about me or my future.” Correctomundo. It’s a numbers game. Or, more accurately, it’s a performance and profit game. It’s all about performance and profit and the rest is hand-waving designed to attract top-end talent and buff their reputations. They treat star players like pro athletes and everyone else like cattle.
NOTE: I’m talking about companies as the machines they are, not all managers. There are plenty of great managers inside these companies that treat their people well. But in my model that’s true despite the truth above, not as a counter to it.
RIFs seem to be an accepted technique for cutting costs in many industries now, where as they seemed to have a much more negative hue like 5 or 10 years ago. Again, that could be my own interpretation.
So employees are becoming disillusioned, demotivated, and generally depressed. I don’t want to overextend here because anecdata is not data, so I’ll just say that this my impression from not only my own friend and associate circles, but also reading on broader trends.
The result from all of this is that the promise of going to school, getting a stable job at a company, and having some sort of future from that is—or at least feels—more tenuous than ever. I’d have to review lots of data to see if that’s true for sure, but perception is often the reality that matters, and I think that’s definitely the case here.
Now to the bigger issue.
3. I believe that the time for being identified by—and tied to—corporate jobs is passing, and it’s time to transition to what comes nextMy interpretation of the previous section is that we’re moving into a major societal transition, i.e., the move from Corporate Identities to Individual Identities.
How sad is that? What kind of antiquated, old-world, industrial-revolution bullshit is this?
You are not your job. Your worth is not defined by your corporate manager’s opinion of you. You are not your timesheet-punching-performance. Your worth is not whether you read the memo, or used a cover sheet.
Fuck all that.
We’ve had decades—no—generations—where one’s self-worth came from their profession. And not just their trade, but the company where they work. And of course people were also parents and friends and members of society as well, but it’s almost like those were secondary to work.
For all the reasons in the previous sections, I think it’s time for that to end. It’s time for us to think of ourselves as Individuals first.
And to be clear, it’s possible to take Individualism too far as well. And there’s already an unhealthy version of this in primadonas and 100x engineers that cause far more trouble than the value they create. I’m not advocating becoming an asshole and asking for all green M&Ms at your next gig.
I’m also not saying all jobs are bad. Work is amazing. I’m very pro-work. Startups are awesome. And there are many great corporations as well. Places where it’s possible to work with a properly dialed-in work dynamic.
The problem isn’t corporations. The problem is the relationship we’ve built over generations around working at them. The problem is our indoctrination into the belief that they are important, and we’re the little scrubs that should just be happy we have a job.
It’s lame to quote oneself, but “Fuck all that.”
A healthier wayLike I said, there’s nothing wrong with working at a company. Even a corporation. The key is the dynamic between them and you.
We need it to be more equalized. And that doesn’t mean equal. Just more equal. The company’s mission is still what matters, and any employee or contractor needs to understand that.
But it can be more equal. In fact there’s already a good model for it, and I’m sure you’ve seen it before.
Think about how companies treat the named, super-talented employees they have. They get tons of stock. They have tons of leeway. They are listened to in meetings. They’re invited to the table. And they get promoted.
Why? Because the company knows they 1) are very talented, and 2) can go work anywhere else. The problem with most corporate workers—and indeed most people who can’t find a job or are in constant fear of being laid off—is that they don’t have those two things.
Why? I think it’s in large part because of the mindset I talked about above. Look at how different these two mindsets are:
Wow, can’t believe I got a job! I sure hope they like me. Can’t believe I’m really an ACME employee! Can’t wait to tell all my friends! Now they’ll respect me!
NPC MINDSET
Now compare that to this:
Cool, pretty excited to be working on this project. I hope they don’t have me doing any dumb shit and wasting my time. I came here to work with these smart people and actually accomplish something, and if they end up being dumb I’m out of here.
PC MINDSET
And don’t get riled up because I’m using the NPC language. I don’t even really like the framing. Seems a bit rude. But Holy Shit it’s powerful and descriptive. I am using precisely because it’s provocative.
And I’ve been that NPC. For many years. I’m telling you this because I want you to be one for less time than I was.
So what are you saying?What I’m saying is that it’s fine to be part of a startup, or a business, or a job, or a corporation. Fine. Not a problem. All good.
But you have to be yourself first. The true version of yourself. The powerful version of yourself. You have to be that named, super-talented version.
And that requires that you focus internally, on yourself.
In other words, you need to focus on your identity. Your mission. Your goals. Your metrics. You have to know what those are. You have to figure them out and be able to describe them to others.
Then you grow your skills. You learn in public. You share things on a website. In a newsletter. Etc. Not so you can become some blow-hard “influencer”.
No. So you can become the full version of yourself. The version that doesn’t hide. And feel shy. And stay quiet when you know the answer.
Once you become that, only then will you be ready to go into a corporate job in the proper orientation. And then you can have a wonderful, healthy, and fruitful stint at the company.
Maybe that lasts 2 years. Maybe you stay for 12. But you do it on your terms, without being treated like a goddamn stapler.
SummaryOk, that was a lot. Sorry. Like I said, I’ve been meaning to write this for months. Here are the main points:
Yes, I have a job.
I’m building, helping, and sharing.
And I’m doing it for myself, which is glorious.
And I want you to do it too, because I think we’re leaving the worker-first era and entering the human-first era.
Ask yourself what you would do if you weren’t afraid. And move towards that life.
I’m here to help, and I’m rooting for you. 🫶
NOTESThanks to Jason Haddix, Joseph Thacker, and Saša Zdjelar for talking through many of these concepts over the last several months.
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