Harri

Cloud Solutions Architect, Instructor of AWS,Azure,Cisco, VCP/I, ex. Technical Director in multiple European Start ups. A Linux and Cloud bigot.

[Harri @darkdth]

@dhh Omarchy should assimilate Googlebooks next 🤔

[Daniel Georg @passenger612]

@topjohnwu This is exactly what I've been waiting for. I built tiling window management for Android Automotive on top of WMShell and Scalable UI. Googlebook is the obvious next target: same windowing stack, real desktop. Can't wait to try it once flashing works 👀

[Harri @darkdth]

Interesting and very true points about the education system but we need to remember that AI is quite new and only recently adopted by many educational institutions. The old industrial like system has been the way to scale reaching education for centuries! What do you 🤔 ?

[Dustin @r0ck3t23]

Elon Musk thinks the entire education system is built on a broken assumption.

That every student should learn the same thing. At the same speed. In the same order. At the same time.

Musk: “Everyone goes through from like 5th grade to 6th grade to 7th grade like it’s an assembly line. But people are not objects on an assembly line.”

The model was designed for a factory economy. Standardized inputs. Predictable outputs.

That economy is gone. The assembly line is gone.

But the education system still runs on its logic.

A student who masters algebra in two weeks sits through eight more weeks because the calendar says so. A student who struggles gets dragged forward because the schedule doesn’t wait.

Neither is being served. Both are being processed.

Musk: “Allow people to progress at the fastest pace that they can or are interested in, in each subject.”

AI doesn’t teach a classroom. It teaches a student.

One at a time. Every time.

It skips what a student already knows. It finds where they’re stuck and approaches it from a different angle.

It adjusts in real time. Not at the end of a semester when the damage is already done.

A student obsessed with basketball learns fractions through shooting percentages. A student who builds in Minecraft learns geometry through architecture.

The subject doesn’t change. The entry point does.

No teacher with thirty students can do this. Not because they lack skill.

Because the math doesn’t work.

AI doesn’t have that constraint.

Musk: “You do not need to tell your kid to play video games. They will play video games on autopilot all day. So if you can make it interactive and engaging, then you can make education far more compelling.”

The brain isn’t broken. The format is.

Kids learn complex systems and strategic thinking for hours voluntarily. Then walk into a classroom and can’t focus for twenty minutes.

That’s not a discipline problem. That’s a design problem.

Musk: “A university education is often unnecessary. You probably learn the vast majority of what you’re going to learn there in the first two years. And most of it is from your classmates.”

Four years. Six figures of debt.

And the real value comes from the people sitting next to you. Not the institution charging you.

The degree doesn’t certify knowledge. It certifies endurance.

Musk: “If the goal is to start a company, I would say no point in finishing college.”

The system was built to train employees. If you’re not trying to be one, it has nothing left to offer you.

Every lecture. Every textbook. Every curriculum. Now available instantly. Personalized to any learner. Adapted to any pace.

The question isn’t whether the old model survives.

It’s how long we keep forcing students through it while the replacement already exists.

[Harri @darkdth]

Do you remember when you joined X? I do! #MyXAnniversary . Thank you @elonmusk making it possible !

[ℏεsam @Hesamation]

Harvard's just open-sourced their ML Systems textbook. it's extremely practical for not just learning how to build and train models, but to build production systems (the skill that actually matters). topics are cool af:
> building autograd, optimizers, attention, and a mini-pytorch from scratch to truly learn how an ML framework runs. (i love this the most)
> basics of DL, batch sizes, precision, model architectures, and training
> ML performance optimization, HW acceleration, benchmarking, efficiency

so this is not just an intro to machine learning, it's the full package from the beginning to the actual end. right now you can read the book and access the code for free. this is one of the best books I've seen dropping in 2025, so don't sleep on it.

here's the repo (you can find the book link there): https://t.co/5OEWPBNaJp

[Harri @darkdth]

@travelingflying Hi Taija you can read Finnish so a check K.V Laurikainen newborn Christian and Professor of Physics in Finland on his books on quantum physics and God. I happened to read them while studying in TKK. A happy new year for you!

[Harri @darkdth]

@Hussena_H For men this need hierarchy in a relationship is the same, only the order of these 3 might be different. If a man is not getting continous reinforcement through intimacy he starts to feel Emotionally rejected and its the first pillar which collapses - then its game over!

[Harri @darkdth]

@travelingflying Kiitos Taija ! Hyvää joulua ja onnellista uutta vuotta sinulle ja perheellesi! Hyvä että valoitat mediakenttää - toivottavasti hiukan eri näkökulmasta kuin paikallinen mediamme tekee ! Keep up the good work!

[Harri @darkdth]

@travelingflying I've been using X as my main media since covid times, felt the same as Taija has - main street medias world view in Finnish and Swedish media is totally the opposite to X view, like red and blue pill in the Matrix were for Neo. Lets all follow Taija erh the white rabit 😉.

[Harri @darkdth]

@travelingflying She is a Finn - and grok arrived in the same verdict based on the first lengthy voice message of hers (96,5 % certainty). As an ex Educator here in Finland and having a similar accent myself its crystal clear she is native Finnish speaker. Keep on posting them, they are awesome!

[Harri @darkdth]

@travelingflying Hi Taija! its so nice to see this kind of normal / sincere interactions from you instead of the provocative click baits you have been using quite often. I think the AI-accusations are based on those tweets. So please more of these real ones! Hyvää joulua!

[Harri @darkdth]

@MindyLynn511 Might be wise to slow down a bit 😉. At least share us how have you acquired the priority and expedite channel to the Lord? Usually these requests :get me "the spouse" seems to take a bit more time. A personal observation😅. And my 🙏 for you .

[Harri @darkdth]

@MindyLynn511 WoW ! The only word which hit me after listening it!! Like fire and ice, or water and oil at the same time - The love and sorrow and longing in a single song - amazing ! Love the song - great job!

[Harri @darkdth]

@MindyLynn511 A word of advice from personal experience, only way to cope with them is to run and cut all ties! Btw you should thank God you realized this hopefully this early. I lost eight year of my life and many friends because my realization took too long to grasp and admit to myself.

[Harri @darkdth]

@TheresaArueyin1 https://t.co/lNi1NmijCt

[Harri @darkdth]

@MindyLynn511 Give to yourself time to cry, mourn and to be sad, listen music you like but always do remember that you are not alone ! https://t.co/phDwzgL0Cl He is with you and so are your friends and even strangers like myself here on X. God bless you 🙏

[Harri @darkdth]

@travelingflying A hint: stop looking only while flying at 10k altitude 😁🙈. Most men are on the ground level. Happy hunting!

[Harri @darkdth]

@ironcanary @travelingflying She is a Finn for sure !

[Harri @darkdth]

@travelingflying Dear Dav… er Taija, I am afraid can not do that - Hal9000 - Grog 😎

[Harri @darkdth]

@travelingflying A wild guess - maybe you might be looking from wrong places - like the Laisure Suite Larry did :). You are a Christian Lady with the right values might be a good idea to peek into Christian dating sites like valo-app in your home country. Do not be discouraged we praying for you!

[Harri @darkdth]

@broadwaybabyto This is an example of narsistic abuse of power over your spouse, belittleing you to belive you are a lesser being and a one who can be molded the way (s)he likes. A sign to get hell out and fast! Nothing to discuss just run and never look back. You only way to survive!