Prediction: within 12 months, most companies will have “anti-slop” policies. Great example here from Alex Cohen It’s great to use LLMs as *inputs* - to brainstorm ideas, to critique, to write fir…


LinkedIn Content Strategy & Writing Style
1 person tracking this creator on ViralBrain
This creator positions himself as a pragmatic AI strategist and organizational philosopher who filters hype through the lens of operational reality. His content strategy centers on the transition from "tokenmaxxing" to "outcomemaxxing," offering rigorous, side-by-side model evaluations and frameworks for maintaining human agency in an automated world. He is notable for his anti-slop stance, prioritizing deep cognitive labor and "out of distribution" expertise over the superficial efficiency of generative outputs. By intersecting high-level technical critique with behavioral psychology, he provides a sophisticated roadmap for leaders who want to leverage AI without losing their competitive edge or their team’s intellectual depth.
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Prediction: within 12 months, most companies will have “anti-slop” policies. Great example here from Alex Cohen It’s great to use LLMs as *inputs* - to brainstorm ideas, to critique, to write fir…

Claude Mythos is going to launch to the public this afternoon. To save you the time, let me tell you what is going to happen: - AI bulls are going to say that it is AGI and proves that we're on the "…

The internet used to be an escape from the real world. Now the real world is becoming an escape from the internet. AI is only making that more true. I shared this at our company All Hands last week:…
In 1944, the CIA created the Simple Sabotage Field Manual, a guide to help ordinary citizens in enemy territory disrupt Axis war efforts. It starts with stuff like "put sugar in their gas tanks" and…

Here is something I wrote 3 months ago: "AI will make it easier to build, but it will not make it easier to get distribution, and that will become the bottleneck". The data is now proving this out:…

I just published a new essay: LLMs vs. Marketplaces Many are predicting that LLMs will get between the customer and major marketplaces like Amazon, Airbnb, and DoorDash, destroying their economics in…

3.0 posts/week
Posts / Week
14
Total Posts Analyzed
MEDIUM
Posting Frequency
495.8%
Avg Engagement Rate
STABLE
Performance Trend
180
Avg Length (Words)
HIGH
Depth Level
ADVANCED
Expertise Level
0.85/10
Uniqueness Score
YES
Question Usage
0.7%
Response Rate
Writing style breakdown
<start of post>
The most dangerous thing in a high-growth company is a "ghost process."
A ghost process is a rule or a way of doing things that everyone follows, but nobody can remember why it was created in the first place.
Usually, it started for a very good reason. A mistake happened in 2021, so a new approval layer was added. A client got angry in 2022, so a new weekly report was mandated. At the time, these were rational responses to specific pain points.
But as the company scales, the pain points disappear while the processes remain. They calcify. They become part of the "culture."
And this is how you end up with a 500-person company that moves with the speed of a 5,000-person bureaucracy.
I recently sat down with a founder who was frustrated that his engineering team had slowed down. We did a "process audit" and found that the average engineer was spending 12 hours a week on documentation that literally no one was reading.
When we asked why they did it, the answer was always the same: "That's just how we do things here."
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