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Friday 13 November 2026 10:30:09 GMT
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alistiti4
Lokman salem :
وي تاعنا 🖤❤💪
2026-11-13 16:37:39
9
isoo.kha
isoo kha :
Rana fbab lwad ya kho ❤️🖤
2026-11-13 18:02:31
1
ty529861.0
Tk :
هوما بدات
2026-11-13 18:33:57
5
hmidouch.milano
hmidouch milano :
2001
2026-11-13 17:22:02
2
benaissa.anes4
Benaissa Anes :
تعن ايه
2026-11-13 20:18:16
0
rafik_hn
𝐑 :
2026-11-13 17:53:40
1
azzelana4
🦁islam_islam🦁 :
2026-11-13 21:32:12
0
oussama.ben323
Oussama Ben :
kan gir 3rs f lhouma brk
2026-11-13 17:45:19
2
mou7a_37
mou7a_37 :
Lala 3res f reu mileuse
2026-11-13 18:38:31
0
soff_iine
sofiane che :
tahou fou9 optilence
2026-11-13 19:48:00
0
mooh.m0
mooh m :
[ضحكة كبيرة][ضحكة كبيرة][ضحكة كبيرة][ضحكة كبيرة][ضحكة كبيرة]
2026-11-13 21:09:25
0
casa.blanca5498
Casa blanca :
🥰🥰🥰
2026-11-13 15:31:31
0
jimbei.dz
Bilel Usmiste 🔴⚫️ :
🤣🤣🤣
2026-11-13 20:10:59
0
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Compression and prediction are roughly the same operation. To compress data you must predict what comes next, assigning shorter representations to likely outcomes and longer ones to surprises. Shannon entropy sets a threshold on how far this can go, measuring the irreducible randomness in a source. Cross-entropy, the loss function used to train language models, measures how well a model's predictions match reality in exactly those same bit-cost terms, so minimizing it is literally learning to compress. This puts AI training in the field of information theory, with deep roots in statistical learning and algorithmic complexity theory. The profound implication, led by researchers like Hutter and Schmidhuber, is that a model which compresses well must have internalized the underlying structure of its domain: grammar, facts, causal patterns. Compression depth stands in for understanding, which is why some researchers argue that intelligence itself is best defined as the ability to find compact models of experience. Want to learn more about AI? Join 9000+ Others in our Visually Explained AI Newsletter. Get your weekly breakdown (link in bio 🔗). C: 3blue1brown Join our AI community for more posts like this @aibutsimple 🤖 #math #deeplearning #machinelearning #computerscience #datascience
Compression and prediction are roughly the same operation. To compress data you must predict what comes next, assigning shorter representations to likely outcomes and longer ones to surprises. Shannon entropy sets a threshold on how far this can go, measuring the irreducible randomness in a source. Cross-entropy, the loss function used to train language models, measures how well a model's predictions match reality in exactly those same bit-cost terms, so minimizing it is literally learning to compress. This puts AI training in the field of information theory, with deep roots in statistical learning and algorithmic complexity theory. The profound implication, led by researchers like Hutter and Schmidhuber, is that a model which compresses well must have internalized the underlying structure of its domain: grammar, facts, causal patterns. Compression depth stands in for understanding, which is why some researchers argue that intelligence itself is best defined as the ability to find compact models of experience. Want to learn more about AI? Join 9000+ Others in our Visually Explained AI Newsletter. Get your weekly breakdown (link in bio 🔗). C: 3blue1brown Join our AI community for more posts like this @aibutsimple 🤖 #math #deeplearning #machinelearning #computerscience #datascience
𝙋𝙊𝙑 :
𝙋𝙊𝙑 :"𝙎𝙖𝙙 𝘾𝙖𝙧𝙩𝙤𝙤𝙣 𝙑𝙞𝙙𝙚𝙤"😫💔 #🖤🥀 #viuseproblem😢 #🥺🥺foryoupage♤viral #🖤🥀 #fypシ
@جاهزيه قوات الدعم السريع 🇸🇩 مسيرية_حوازمة_رزيقات_تعايشة_بني_ هلبةـ سلامات ـ @مسيري شامخ ✌️ عيال_جنيد_حول_العالم_فخامة_وفخر_وعز
@جاهزيه قوات الدعم السريع 🇸🇩 مسيرية_حوازمة_رزيقات_تعايشة_بني_ هلبةـ سلامات ـ @مسيري شامخ ✌️ عيال_جنيد_حول_العالم_فخامة_وفخر_وعز


@Fitsum አረ ቶሎ ኒጋ............?
@Fitsum አረ ቶሎ ኒጋ............?
Suara tepuk tangan, rally yang menegangkan, dan semangat para atlet jadi kombinasi yang nggak boleh kamu lewatkan! 🏸 Acara PB Djarum siap menghadirkan pertandingan seru yang bisa dinikmati semua kalangan. Datang, dukung para atlet, rasakan atmosfer kompetisi dari dekat, dan ciptakan momen seru bersama keluarga maupun teman. Sampai ketemu di acara PB Djarum, jangan lupa ajak orang tersayang ikut meramaikan! #ngefamous #pbdjarum
Suara tepuk tangan, rally yang menegangkan, dan semangat para atlet jadi kombinasi yang nggak boleh kamu lewatkan! 🏸 Acara PB Djarum siap menghadirkan pertandingan seru yang bisa dinikmati semua kalangan. Datang, dukung para atlet, rasakan atmosfer kompetisi dari dekat, dan ciptakan momen seru bersama keluarga maupun teman. Sampai ketemu di acara PB Djarum, jangan lupa ajak orang tersayang ikut meramaikan! #ngefamous #pbdjarum

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