@RaminNasibov It lies in anthropology, linguistics and sociology. There is a book that breaks down all sounds into phonetic pieces using these phonetic pieces you can sus out the language. It's called the International Phonetic Alphabet (IPA)
If you’re a police officer that thinks a Chinese style dragnet surveillance grid of your local community (flock) is needed to do your job, you should resign in shame for going against the fundamentals of freedom that our country was founded on.
Terence Tao says the math behind today’s LLMs is actually simple. Training and running them mostly uses linear algebra, matrix multiplication, and a bit of calculus, material an undergraduate can handle. We understand how to build and operate these models.
The real mystery is why they work so well on some tasks and fail on others, and why we cannot predict that in advance. We lack good rules for forecasting performance across tasks, so progress is largely empirical.
A key reason is the nature of real-world data. Pure noise is well understood, perfectly structured data is well understood, but natural text sits in between, partly structured and partly random. Mathematics for that middle regime is thin, similar to how physics struggles at meso-scales between atoms and continua.
Because of this gap, we can describe the mechanisms but cannot yet explain capability jumps or give reliable task-level predictions. That mismatch, simple machinery versus hard-to-predict behavior, is the core puzzle.
----
Video from 'Dr Brian Keating' YT Channel (Link in comment)
$EOS.AX $EOPSF $GP6
Estonia redirected €500M to air defence, signalling the limits of the US umbrella. Even small Baltic states now treat European autonomy as raw survival math.
The Milrem Robotics + EOS Apollo 100kW laser deal creates a scalable European counter-drone stack. Lasers deliver the infinite magazine effect against drone swarms where missiles can’t.
This fits the broader decoupling pattern of accelerating trend for European NATO countries (especially frontline Baltic and Nordic states) building independent defense capabilities to reduce heavy reliance on the US security umbrella.
Europe rearming faster than expected, with Australian deep-tech carving into legacy supply chains. Rheinmetall and Hensoldt won’t own everything forever.
Strong validation for the $EOS.AX Europe story. The budget shift writes it plainly!!
@LindaFloresNol1 @tufpraise Stfu Linda, go suck eggs. What do you think is more important? DJT or The children of this world. If you say DJT go suck some more eggs
This is insane 😳
Most people are just using AI tools
Very few actually understand how they work
So I collected Stanford’s complete LLM curriculum
and turned it into a step-by-step learning path
Worth over $500
Giving it away free for the first 4,500 people
Transformers → Training → Alignment → Agents → Evaluation
Study this once and you’ll stop guessing with prompts
and start thinking like a real AI engineer
How to get it:
Follow must (so i can dm you)
Rt and comment 'LLM'