Friday, May 22, 2026

small business revolution

ai, robotics, humanoid robots, autonomous vehicles, 
3d printing and automation 
will significantly decrease labour costs 
and will make production and services so cheap 
so that very small companies could be nearly price competitive
with with giant companies 

🌎🌍🌏

if I have protected some individuals 
and /or if I have helped some individuals 

and those individuals feel gratitude to me 
then they don't need to do anything for me 
neither directly nor indirectly 

instead they could do what they can 
to make the world a better place 
by helping and protecting themselves 
so that they can help and protect their families and friends 

because that will benefit me most of all in the long run 
and my run will be longer than my fall 


sincerely 
trident / akula / salamander 

accelerating studies

a jet aircraft needs speed 
to lift from the ground 
and start flying 

and a student needs to accelerate its learning 
so that it will be able to study itself 
either in the classroom or at home 

a teacher could explain stuff for thirty students 
and it will probably work for some of the students 
and it will probably not work for other students 

so if those students that don't fully understand 
get their own private teachers 
that teach them a lot 
until those students have learnt enough 
so that those students are able to sit in a class 
and listen to a teacher that explains to thirty students 

then the studies of those students have been accelerated 

or when the teacher explains for thirty students 
how to do tasks on a computer 
and then thirty students use computers to do tasks 
and it probably works for some students 
and it probably doesn't work for other students 

then those students that are unable to do tasks on the computer 
get help from private teachers 
which help them every step on the way to solve those tasks 
until those students have learnt enough 
so that they will be able to do tasks on a computer 
after listening to a teacher explaining to thirty students 

then the studies of those students have been accelerated 

ai flow

in a near future 

a student reads a digital document on a tablet 
about the math of a bridge 
in the beginning the student reads at normal pace 
and the student understands a lot 
but after the student has read a third of the document 
then the student starts to lose focus 
and slows down 
and starts to look at other stuff on the mobile phone 

the ai teacher notices 
the student's eye movements 
and facial expression 
and body posture 
and sounds of frustrations such as sighs and mutterings 
which indicates that the student has become mentally exhausted 
and tired 

the ai teacher suggests to the student 
that it can read the rest of the text for the student 
so student listens while the ai reads the document 
and the text that is read by the ai is also shown on the screen 
which is seen by the student 

but after the student has listened to another third of the document 
so that the student has absorbed information 
from two thirds of the document 

then the student starts to lose focus again 
and the ai teacher notices that 

so the ai teacher suggests to the student 
that the ai will show the last third of the document as a video 
for the student to watch 
the ai teacher quickly creates a video 
that the student watches 

and as this study process goes on a few times every day 
for a few months 
then the student becomes better at reading 
and reads half of every digital document by itself 

the ai teacher is also able to make text, sounds and videos interactive 
for the student 

so when the student reads a text 
but don't understand fully 
then the student can point or look at text 
so that the ai creates and shows pictures 
which the student sees to understand more 

or when the ai reads text for the student 
but the student doesn't understand fully 
then the student can ask the ai about stuff 
and then the ai creates pictures which are shown on the screen 
while the ai explains verbally 
so that the student understands more 

or when the student watches a video 
that the ai teacher created 
and the student doesn't understand fully 
then the student can point or look at parts of the video 
so that the ai creates and shows pictures 
which the student sees to understand more 

and when the student plays video games in the evening 
then the ai teacher inserts gameplay momets into that game 
that contains knowledge from the studies 
such as the student drives a virtual car over a bridge 
and on the car radio the music is interrupted 
by what seems to be radio advertisement 
but it's audio created btmy the ai teacher 
using an in game voice that explains the math about the bridge 

and later when the student lies in the sofa 
and watches a movie on the tv 
then the movie is i.terrupted by an advertisement 
which is strange 
because there are no ads on the movie streaming service 
but the video ad is an informative video created by the ai teacher 
that explains the math about a bridge 

and those small moments of knowledge 
inserted into games and movies 
creates repeated learning 
which increases the sudent's ability 
to remember what it previously studied 

Thursday, May 21, 2026

online studies

khan academy offers online studies for free 
on math and similar subjects 
and the explanation videos are highly pedagogical 
and the excercises are user friendly 
but if the students get stuck in their studies on khan academy
then there is no help 

boot.dev offers online studies for a price 
on programming and similar subjects 
and the programming user interface is user friendly 
and there is an ai teacher 
that is completely integrated into the study platform
so that the ai teacher sees what the student does 
and if those students ask that ai teacher for help 
then it will tirelessly help them 
and the ai teacher is also able to generate 
an infinite amount of extra excercises for the students 

an ai teacher that is completely integrated into an online studies platform 
is revolutionary 

khan academy would become a better online study platform 
if they implemented an ai teacher 
that is fully integrated into their platform 

but khan academy is a non profit organization 
and since their service is for free 
and they are dependent on donations 
then they get too little revenue 
so that khan academy has too little money 
to invest in the development and deployment of ai teachers 

but if khan academy started a for profit company 
then that khan academy for profit company 
could do for online math studies 
what boot.dev does for online programming studies 

and that would open up business opportunities for such a company 
to do business with every school in every country 
by offering those schools ai teachers 
that are fully integrated with all the digital study material 
and all those schools would generate a massive revenue stream 
to that company 

in the future every child could have their own private teacher 
in the form of an ai teacher 
that is fully integrated into the entire school system 
and that is able to help the students 
with both digital study material and with paper books 
as the ai teacher could use the cameras in the augmented reality glasses 
that students could wear 
so that the ai teacher would see what the student looks at and asks about 
in the paper book 




gamifying studies

some non profit organization could set up a system 
that rewards young male students 
with video games and dlc for video games 
if they achieve results in studies 
and if they achieve a lot of results in studies 
then they could be rewarded 
with a gaming console or a gaming computer 

it's not about those students being the best 
it's about those students learning more 
than what was expected from them 

that gamification of studies with rewards 
will entice those students to study more 
so that they get rewards
but as it goes on long enough 
then those students will feel that the knowledge that they gain 
is the real reward 

the same study gamification system 
could be applied with young female students 
but they would be rewarded with clothes and makeup instead 

the rewards should be strongly desirable on an instinctive level
but not necessarily expensive 

a guy that studies more 
gets a new game that he wants, but can't afford 
and he knows that if he studies even more 
then he could be rewarded 
with that awesome gaming computer 

and a girl that studies more 
gets that perfume she can't afford 
and she knows that if she studies even more 
then she could be rewarded 
with those new jeans that haven't been released to the public yet 

and the rewards in that study gamification system 
could be partly or mostly payed for by the students own parents 
depending on how rich or poor those parents are 
because the parents would buy stuff for their children anyway 

but the parents would gain if their children participated 
in that study gamification system 
because it would entice their children to study more 

so rich parents wouldn't buy the latest gaming pc 
to their son if he had studied too little 
but if he studied more 
then money would be transferred from the parents 
to the study gamification system 
which would send the latest gaming pc as a reward to that son 

and poor parents couldn't afford to buy the latest gaming pc 
to their son even if he studied more 
so the non profit organization would donate money 
so that if he studied more 
then money would be transferred from the non profit organization 
to the study gamification system 
which would send the latest gaming pc as a reward to that son 

Tuesday, May 19, 2026

system error

there are many things in the world 
such as programming, software, powerful cheap computers, 
cnc machines, metal 3d printers and plastic 3d printers 

that could be used by many individuals 
to start small industrial companies 
and succeed in business 

which would bring about a small business revolution 
but that doesn't happen 
which indicates that there is a system error in the world 

so people are programmed wrong by the education system 
in fact people are programmed to fail by the education system 

students listens to the teacher 
and some students writes down what the teacher says 
and the students read books given to them by the teacher 
and then the students do a test 
to prove that they listened to what the teacher said 
and to prove that they read what the teacher wanted them to read 
and the results are catastrophically bad 
in every city and every country on planet earth 

people don't question the education system 
because the education system produces a few successful students 
which is considered a good enough result 
while most students fail 

that education system has been implemented for so long 
that nobody questions whether it makes any sense 

while in a job 
a new worker is taught by an older worker 
how to do tasks 
by using learning by doing 
and the results are pretty good in most companies 
since if new workers don't learn in a company 
then that company dies 

so in a company 
the older worker becomes private teacher for the new worker 
and that enables the company to earn money 
but in the education system 
a private teacher is considered too expensive 
while it's economical in a company 

it's obvious 
that the education system trains students in a model of learning 
that is often useless 
if those students get jobs at companies 

so instead of an education system 
that stuffs students with information 
and then test the students if they remember that information 
which is a model of learning that is seldom applicable 
while working in a company

examples of tasks 
students could do a task
such as calculating one math assignment 
or they do a task that is calculating multiple math assignments 
a task could be one math assignment 
or an entire page of math assignments 
depending on the student's flow 

students should be trained to do tasks 
and then be trained to do other tasks 
and then sometimes repeat those tasks 
until those students become proficient at those tasks 

and if those students are unable to do those tasks 
then those students should learn how to do those tasks 
either those students learn themselves 
by reading, watching video 
or asking teacher, asking ai 
or one student is taught individually by a teacher 
and sometimes the traditional approach will work 
so that multiple students are taught collectivelly by one teacher 

those tasks could be a math assignment 
or a programming assignment 
or a cooking assignment 
or a construction assignment 
and so on 

and the crucial part is that the students will not do any tests 
instead if some students are unable to complete theirs tasks 
then it becomes obvious that those students need to learn more 
and that's when the teachers step in and help those students to learn 
or the teacher teaches those students 

essentially it should be problem based learning by doing 
student is given a task 
if student is able to complete task 
then next task 
and if student is unable to complete task 
then teacher explains 
or student reads or watches video 
or student asks teacher or asks ai 

it will still be skill based 
since a student won't complete its education 
if it doesn't complete all tasks 

but it won't be teacher talks and students listens 
until students are exhausted and have less energy to complete tasks 

sometimes traditional education works for some students 
but it doesn't work for most students 
because students learn at different paces 

and it doesn't matter how good the teacher is 
because a teacher can't give each student enough training 
if it's one teacher and thirty students 

it's a low probability 
that thirty students will be able to learn at the same pace 
for an entire day 
five days a week 

if the traditional approach works 
where one teacher teaches thirty students 
then that's great 
but the results indicates that it doesn't work most of the time 
for most students 

small business revolution

ai, robotics, humanoid robots, autonomous vehicles,  3d printing and automation  will significantly decrease labour costs  and will make pro...