Kiril Chilingarashvili
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kirilchi.bsky.social
Kiril Chilingarashvili
@kirilchi.bsky.social
Make Things Happen
Reposted by Kiril Chilingarashvili
Bjorn Bremb’s arguing that most systems in living organisms are neither completely deterministic nor completely stochastic, but in a middle domain: underdetermined
June 12, 2025 at 10:55 AM
I like to use this story in my argument about sentient AI:

Suppose we traveled to another part of galaxy and gifted undeveloped civilization marvel of technology - I don't know - plasma gun, or computer which can read thoughts, - or come up with your own example.

Then we leave them to be.
1/n
It is a mark of profound hubris to suggest that we are even close to understanding and then replicating the architectural decisions that might yield such beautiful artifacts
June 10, 2025 at 5:27 PM
Reposted by Kiril Chilingarashvili
👀
Infrared contact lenses let you see in the dark, even through your eyelids. Mice and humans were able to detect infrared light, albeit with limited resolution. arstechnica.com/science/2025...
Infrared contact lenses let you see in the dark
Mice and humans were able to detect infrared light, even with their eyes closed, with limited resolution.
arstechnica.com
May 22, 2025 at 3:27 PM
Video Feedback Fractal Generator
Reminds me of "I Am a Strange Loop" book by Douglas Hofstadter
Amazing how video loop evolves over time
www.youtube.com/watch?v=D3eH...
Trapping Images in Feedback Loops & Creating Galaxies with The HD Video Feedback Fractal Device
YouTube video by Dave Blair
www.youtube.com
April 1, 2025 at 9:01 PM
Reposted by Kiril Chilingarashvili
You’re welcome…
March 23, 2025 at 10:12 PM
Big fan of UT of Texas MSDS program.
Had really nice project in Deep Learning course.
Image segmentation (classification) and pixel depth estimation (regression) deep convolutional network using U-Net (en.wikipedia.org/wiki/U-Net) architecture.
U-Net - Wikipedia
en.wikipedia.org
March 24, 2025 at 6:50 PM
Agents - whitepaper from Google
www.kaggle.com/whitepaper-a...
January 7, 2025 at 3:15 PM
Reposted by Kiril Chilingarashvili
It’s good to drop the occasional “just keeping it Hermitian” to keep people on their toes.
December 26, 2024 at 3:59 PM
Reposted by Kiril Chilingarashvili
Stunning timelapse of Earth rising over the Moon captured by lunar orbiter spacecraft Kaguya.

Credit: JAXA/NHK
December 14, 2024 at 10:43 PM
Reposted by Kiril Chilingarashvili
Word clouds are visual indications of what words appear more often in a text than typically in other texts. What about the words that appear *less* often? Here you go (for some famous novels).
How can we visualize what a book ISN'T talking about? With an anti-tag cloud! See the most common English words that are never mentioned in a text.
www.bewitched.com/demo/anti/
Anti-Tag Cloud
Visualize the negative space of literary works
www.bewitched.com
December 10, 2024 at 1:23 PM
"Architects are like chefs. Good ingredients help, but a great meal comes from how they’re put together"

From Platform Strategy book by Gregor Hohpe
November 22, 2024 at 5:15 AM
Reposted by Kiril Chilingarashvili
The most important fact for people to understand though is that if you cut up the Earth into cubes of 1m side length and put them all into a row, they will reach from one end of the galaxy to the other.
November 17, 2024 at 2:33 PM
Reposted by Kiril Chilingarashvili
Greetings new followers! Keep in mind that most stars that will ever be born already have been; the last red dwarf will exhaust its fuel in 10^15 years; and the last black hole will evaporate in 10^100 years. After that, nothing but cold, desolate, empty space, for all eternity.
November 17, 2024 at 2:31 PM
In progress ...
November 17, 2024 at 8:17 AM
Reposted by Kiril Chilingarashvili
18M! And @theo.io‘s user tracker threw up confetti! 🎉

bsky-users.theo.io
November 16, 2024 at 8:28 PM
My most watched video on YouTube was 8 hours of rain, which I watched on repeat, ... until I found Swedish Railcam channel :)
www.youtube.com/watch?v=EBLg...
Long Train Trip in Sweden (Gothenburg to Östersund)
YouTube video by Swedish Railcam
www.youtube.com
November 11, 2024 at 6:51 AM
"Sure, it is inefficient, but in principle you can also learn causal inference by observing" ... "Or maybe someone just feeds a lot of data about causal inferences into a system, like we do with AI"

NO.
It's a race, to get it first, or ... be a zombie.
New Theory of Consciousness Explains Why Zombies Don’t Exist
YouTube video by Sabine Hossenfelder
www.youtube.com
October 3, 2024 at 4:54 AM
Sean Carroll - QFT
The quantum revolution - with Sean Carroll
YouTube video by The Royal Institution
www.youtube.com
October 2, 2024 at 7:10 AM
I believe AI can **assist** to convey accumulated knowledge in a consumable format to a learner. This way AI is much cheaper alternative to human teacher, but again, when learner needs assistance in understanding some particular, and already well known topic.
www.youtube.com/watch?v=MHFC...
School introduces UK's first 'teacherless' classroom using artificial intelligence
YouTube video by Sky News
www.youtube.com
September 1, 2024 at 6:28 AM
Adaptive Boosting.
What a cool idea. And also thinking about it, it is so close to how we humans trust each other, and why we even have "appeal to authority" type of argument, why we say "I told you so" etc.
August 12, 2024 at 7:33 PM
Free will, again.
I think free will is a product of reflection on itself.
System predicts environment in real time, then it decides which future projectile it wants from several possible due to saddle points in chaotic env., then it makes it happen.
Some kind of curvature of future possible.
August 4, 2024 at 9:21 PM
Every new idea is based on a prior knowledge or assumption.
July 18, 2024 at 5:09 PM
July 18, 2024 at 5:06 PM