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Atticus | CRO & Growth

@atticusli

Dog dad. Working in Growth, CRO & Experimentation. Building an All in One Test Repository @ growthlayer.app

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21.11.2025
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Latest posts by Atticus | CRO & Growth @atticusli

Note that I said truth.

Truth is what is what is most aligned with reality.

15.02.2026 00:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

What is happening now is they are hitting a wall called "Data Scarcity."

Low quality high quantity data.

These modems are desperate for new, high-quality, human generated truth that isn't public.

15.02.2026 00:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

This is what is going to be valuable in the next few decades

The current AI models (GPT, Gemini, Claude) are trained on the "Public Web" (Wikipedia, Reddit, Common Crawl).

They have already scraped almost everything available.

15.02.2026 00:31 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I wanted to make this post because I didn’t see any tags about #cro #conversionrateoptimization #behavioraleconomics

If anyone else is interested in this field, I would love to make a friend and chat about things we are passionate about

Cheers

14.02.2026 22:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

3. Ego. When incentives are aligned with becoming recognizable and fame and money (consultant gigs, speaking fees, etc) then the experiments are no longer trying to understand the truth of reality but rather a means to an end.

14.02.2026 22:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

2. Test subjects aren’t truly randomized. Heavily concentrated in western countries AND in college aged brackets (affordable experimentation subjects, and readily available for college professors)

14.02.2026 22:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I believe that behavioral science faced a replication problem is because 1. Incentives aren’t aligned in academia, positive outcomes gets published adds to the resume, while negative or neutral aren’t as interesting

14.02.2026 22:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

How to create the environment that would facilitate those good behaviors AND when those environment changes how to maintain those good behaviors

14.02.2026 22:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

The first part is easy for most, but the second part is what I have been working on for the last 10 years.

14.02.2026 22:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

My goal is simple.
Make better decisions AND act on those decisions to reap the benefits.

14.02.2026 22:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

This is why I studied economics, psychology, sociology, behavioral sciences, marketing, statistics testing, digital experimentation, conversion rate optimization.

14.02.2026 22:11 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

That is what I am interested in. But I find that research in a vacuum doesn’t always carry out in the real world.

14.02.2026 22:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Just because you know what to do, doesn’t mean you will do it. We see this across taking medication (antibiotics), knowing about good habits but not performing them.

14.02.2026 22:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I have a deep interest in behavioral economics, not because it’s the shiny new thing but because I realized that humans aren’t rational.

14.02.2026 22:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Thank you!

10.02.2026 23:43 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I fully expect to see him in the next knives out murder mystery movie!

10.02.2026 23:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Unlocked a fear I didn’t know I had

10.02.2026 23:20 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I have never thought about this… what can the average person do to prevent bringing bed bug home from the library?

10.02.2026 23:19 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I like watching this while I eat my noodles :)

10.02.2026 23:16 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Nice! I find it too addicting with what we can build nowadays. An afternoon can be gone just like that with Claude

10.02.2026 21:30 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

This is probably just me talking to the void, but I realized that X is just filled with low quality AI content. Rage baits, and engagement posts. I would post something and immediately be commented by some bot.

Anyone else on here that are actual builders? What are you working on?

10.02.2026 21:29 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I can see why you have so many followers. Your account is hilarious

10.02.2026 18:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
a photo of a small white dog sat in an elevator from a distance with a bright yellow leash attached to her collar. at this angle our fluffy friend, Makdoong, looks incredibly tiny and impossibly cute.

a photo of a small white dog sat in an elevator from a distance with a bright yellow leash attached to her collar. at this angle our fluffy friend, Makdoong, looks incredibly tiny and impossibly cute.

This is Makdoong. He is wondering if you could press his floor for him. Isn't sure which one it is, but trusts your best guess. 12/10 (IG: e_makdoong)

09.02.2026 19:51 πŸ‘ 3679 πŸ” 356 πŸ’¬ 41 πŸ“Œ 16

I tried the AI playlists, they must be still testing it. It’s a hit / miss for me

10.02.2026 17:21 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Ever since Claude code and all the AI coding apps came out, building mvp and quickly iterating is now democratized for anyone who wants to learn how to build products. I have been in marketing for 10 years and I still find GTM the most interesting, but now I can also build things the way I envision

10.02.2026 17:08 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

I have been in marketing for 10 years, and want to save you some money. Imo don’t do paid ads until you have high performing organic content. Or else you are just lighting money on fire.

10.02.2026 17:05 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

The duel monitor for me ended just been one monitor, I switched to a larger curved and been soloing it. Curious what use cases have you been using openclaw for?

10.02.2026 17:03 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

That’s a good deal! I will check them out! Yeah I agree, WP is very powerful but the learning curve is too steep for writers who just want to get writing instead of dealing with web development

04.12.2025 22:52 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

That’s a lot! I got tired of manually copying and pasting and making sure SEO setup across the social medias. Currently building a writer distribution tool to post once an it auto populate it across all platforms to get more exposure. Good luck with your writing!

04.12.2025 22:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
PublishRelay A new project by Nick Spreen.

I love the hero image you are using! If you also publish content on Wordpress and want to auto publish on medium to get more readers I have built a tool for writer publishrelay.com it auto post Wordpress writing to medium

03.12.2025 22:40 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0