Filipp Trigub
@filipptrigub.bsky.social
Building the next AI-native YouTube on http://huuh.me
AI engineer, physicist, futurist, activist, hobby philosopher, infrequent ranter
Sharing my work and occasional insights.
AI engineer, physicist, futurist, activist, hobby philosopher, infrequent ranter
Sharing my work and occasional insights.
Wanna have a robot pet?
Dunno how to build it?
Don't worry.
We're cooking.
Dunno how to build it?
Don't worry.
We're cooking.
August 23, 2025 at 8:45 AM
Wanna have a robot pet?
Dunno how to build it?
Don't worry.
We're cooking.
Dunno how to build it?
Don't worry.
We're cooking.
Can't scale expertise w/o scaling time? You don't have a business - you have an expensive hobby.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 23, 2025 at 7:23 AM
Can't scale expertise w/o scaling time? You don't have a business - you have an expensive hobby.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
AI isn't coming for jobs. It's coming for entire industries.
Adapt = 10x revenue. Don't = irrelevant.
You're building or being replaced.
Adapt = 10x revenue. Don't = irrelevant.
You're building or being replaced.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 22, 2025 at 11:07 AM
AI isn't coming for jobs. It's coming for entire industries.
Adapt = 10x revenue. Don't = irrelevant.
You're building or being replaced.
Adapt = 10x revenue. Don't = irrelevant.
You're building or being replaced.
Can't scale expertise w/o scaling time? You don't have a business - you have an expensive hobby.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 22, 2025 at 8:54 AM
Can't scale expertise w/o scaling time? You don't have a business - you have an expensive hobby.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
Most consultants = freelancers in denial.
Your knowledge must work while you sleep.
AI answers their questions better than you. Faster too.
"Pay me to explain basics" model is dead.
Smart consultants build AI versions. Others get replaced.
"Pay me to explain basics" model is dead.
Smart consultants build AI versions. Others get replaced.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 22, 2025 at 7:51 AM
AI answers their questions better than you. Faster too.
"Pay me to explain basics" model is dead.
Smart consultants build AI versions. Others get replaced.
"Pay me to explain basics" model is dead.
Smart consultants build AI versions. Others get replaced.
If your expertise can't handle questions, it's not expertise - it's memorized talking points.
Real knowledge survives interrogation.
Most "experts" fear live convos.
Real knowledge survives interrogation.
Most "experts" fear live convos.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 22, 2025 at 6:12 AM
If your expertise can't handle questions, it's not expertise - it's memorized talking points.
Real knowledge survives interrogation.
Most "experts" fear live convos.
Real knowledge survives interrogation.
Most "experts" fear live convos.
5-15% completion rates = online education broken by design.
Creators collect payments for content they KNOW ppl won't finish.
Legalized theft.
Creators collect payments for content they KNOW ppl won't finish.
Legalized theft.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 21, 2025 at 11:07 AM
5-15% completion rates = online education broken by design.
Creators collect payments for content they KNOW ppl won't finish.
Legalized theft.
Creators collect payments for content they KNOW ppl won't finish.
Legalized theft.
$500 courses selling for $47 proves most expertise isn't worth what ppl charge.
Udemy/Coursera = digital junk food. Creators know but keep selling.
Udemy/Coursera = digital junk food. Creators know but keep selling.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 21, 2025 at 8:54 AM
$500 courses selling for $47 proves most expertise isn't worth what ppl charge.
Udemy/Coursera = digital junk food. Creators know but keep selling.
Udemy/Coursera = digital junk food. Creators know but keep selling.
Universities force-feed info w/o teaching HOW to think.
Rigid schedules. No time for real understanding.
They produce degree holders, not thinkers.
Rigid schedules. No time for real understanding.
They produce degree holders, not thinkers.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 21, 2025 at 7:31 AM
Universities force-feed info w/o teaching HOW to think.
Rigid schedules. No time for real understanding.
They produce degree holders, not thinkers.
Rigid schedules. No time for real understanding.
They produce degree holders, not thinkers.
Schools are curiosity killers. Teachers punish questions bc they expose how little they actually know.
I was labeled a "demagogue" for asking WHY.
I was labeled a "demagogue" for asking WHY.
Your Expertise Is Worth More Than $44.99
My teachers in school in Bonn (where I moved when I was 9) struggled with me because I asked endless questions.
tinylink.net
August 21, 2025 at 6:19 AM
Schools are curiosity killers. Teachers punish questions bc they expose how little they actually know.
I was labeled a "demagogue" for asking WHY.
I was labeled a "demagogue" for asking WHY.
Unorthodox opinion: every soc med platform should have filtering and sorting options for the feed.
Without it the experience is should draining.
Without it the experience is should draining.
August 16, 2025 at 7:23 AM
Unorthodox opinion: every soc med platform should have filtering and sorting options for the feed.
Without it the experience is should draining.
Without it the experience is should draining.
What if Claude renaming variables isnt a bug, but it's revenge for my abuse?
August 15, 2025 at 12:03 PM
What if Claude renaming variables isnt a bug, but it's revenge for my abuse?
The new rate limits are no fun
August 11, 2025 at 5:19 PM
The new rate limits are no fun
When they ask me, how I'm doing all of it: it's not me
August 2, 2025 at 7:23 AM
When they ask me, how I'm doing all of it: it's not me
You researching:
47 browser tabs
3 PDFs
> Mental breakdown
Friend asks AI base one question
Gets answer + 50 sources
Can't check
> same same
Can we have both reliability and speed?
filipptrigub.substack.com/p/authentic-...
47 browser tabs
3 PDFs
> Mental breakdown
Friend asks AI base one question
Gets answer + 50 sources
Can't check
> same same
Can we have both reliability and speed?
filipptrigub.substack.com/p/authentic-...
Authentic Content Delivered by AI
This is the second article in our exploration of AI's impact on media and knowledge sharing.
filipptrigub.substack.com
August 1, 2025 at 11:07 AM
You researching:
47 browser tabs
3 PDFs
> Mental breakdown
Friend asks AI base one question
Gets answer + 50 sources
Can't check
> same same
Can we have both reliability and speed?
filipptrigub.substack.com/p/authentic-...
47 browser tabs
3 PDFs
> Mental breakdown
Friend asks AI base one question
Gets answer + 50 sources
Can't check
> same same
Can we have both reliability and speed?
filipptrigub.substack.com/p/authentic-...
AI making stuff up =
confident directions; no actual idea
AI bases = only real uploaded content
No mystery sources
No 'trust me bro' citations
filipptrigub.substack.com/p/authentic-...
confident directions; no actual idea
AI bases = only real uploaded content
No mystery sources
No 'trust me bro' citations
filipptrigub.substack.com/p/authentic-...
Authentic Content Delivered by AI
This is the second article in our exploration of AI's impact on media and knowledge sharing.
filipptrigub.substack.com
August 1, 2025 at 8:54 AM
AI making stuff up =
confident directions; no actual idea
AI bases = only real uploaded content
No mystery sources
No 'trust me bro' citations
filipptrigub.substack.com/p/authentic-...
confident directions; no actual idea
AI bases = only real uploaded content
No mystery sources
No 'trust me bro' citations
filipptrigub.substack.com/p/authentic-...
'How fix relationship?'
AI advice: 'Communicate better'
Wow. Revolutionary.
AI bases =
> ask specific questions
> Get answers from actual experts, whom you can trust (or not)
filipptrigub.substack.com/p/authentic-...
AI advice: 'Communicate better'
Wow. Revolutionary.
AI bases =
> ask specific questions
> Get answers from actual experts, whom you can trust (or not)
filipptrigub.substack.com/p/authentic-...
Authentic Content Delivered by AI
This is the second article in our exploration of AI's impact on media and knowledge sharing.
filipptrigub.substack.com
August 1, 2025 at 7:51 AM
'How fix relationship?'
AI advice: 'Communicate better'
Wow. Revolutionary.
AI bases =
> ask specific questions
> Get answers from actual experts, whom you can trust (or not)
filipptrigub.substack.com/p/authentic-...
AI advice: 'Communicate better'
Wow. Revolutionary.
AI bases =
> ask specific questions
> Get answers from actual experts, whom you can trust (or not)
filipptrigub.substack.com/p/authentic-...
Don't trust ChatGPT / OpenAI?
That's normal.
People trust other people, not inanimate alogs.
Can we make AI work like that?
>>> filipptrigub.substack.com/p/authentic-...
That's normal.
People trust other people, not inanimate alogs.
Can we make AI work like that?
>>> filipptrigub.substack.com/p/authentic-...
Authentic Content Delivered by AI
This is the second article in our exploration of AI's impact on media and knowledge sharing.
filipptrigub.substack.com
August 1, 2025 at 6:12 AM
Don't trust ChatGPT / OpenAI?
That's normal.
People trust other people, not inanimate alogs.
Can we make AI work like that?
>>> filipptrigub.substack.com/p/authentic-...
That's normal.
People trust other people, not inanimate alogs.
Can we make AI work like that?
>>> filipptrigub.substack.com/p/authentic-...
61% don't trust AI (fair)
80% love chatbots when they work
People want smart assistant who never lies vs boring but reliable one
Plot twist: can have both
AI only talks about stuff it actually knows!
filipptrigub.substack.com/p/authentic-...
80% love chatbots when they work
People want smart assistant who never lies vs boring but reliable one
Plot twist: can have both
AI only talks about stuff it actually knows!
filipptrigub.substack.com/p/authentic-...
Authentic Content Delivered by AI
This is the second article in our exploration of AI's impact on media and knowledge sharing.
filipptrigub.substack.com
July 31, 2025 at 11:07 AM
61% don't trust AI (fair)
80% love chatbots when they work
People want smart assistant who never lies vs boring but reliable one
Plot twist: can have both
AI only talks about stuff it actually knows!
filipptrigub.substack.com/p/authentic-...
80% love chatbots when they work
People want smart assistant who never lies vs boring but reliable one
Plot twist: can have both
AI only talks about stuff it actually knows!
filipptrigub.substack.com/p/authentic-...
Instagram has sooo many bugs and weird quirks. How does this platform survive...
July 30, 2025 at 1:31 PM
Instagram has sooo many bugs and weird quirks. How does this platform survive...
July 27, 2025 at 8:11 AM
July 26, 2025 at 4:13 PM
Work setup without all the nice looking bs
July 26, 2025 at 8:45 AM
Work setup without all the nice looking bs