𝐟𝐚𝐫𝐢𝐬

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

وإني يارب على يقينٍ أن خيرك قادمٌ، وأن لُطفك شامِلي .

[11:11 @4ill23]

I love depth.
Deep conversations, deep people, deep thoughts, and profound details captivate me.

[Sattam @SattamAltwaim]

🚨 [New Paper]

The Adam optimizer is a zombie algorithm...

It senses and adapts the learning rate, sure. But the update rule itself? Fixed, frozen. Decided before even the training starts. It works in some regions of the loss landscape and fails in others.

What if the optimizer itself was an agent, free to learn its own trajectory through the landscape and adjust its own update rule at every step? and maybe transfer its learned policy to train models on unseen datasets!

Introducing: PILOT (Policy-Informed Learned OpTimizer)
📄Preprint: https://t.co/vRljBd0AF8

🧵TLDR 👇

[Sattam @SattamAltwaim]

Turning dust into Gold 🥇

SpatialPass won the golden medal at #ITEX2025 in the Equipment, Electronics, and Machinery category!

It was also an honor to represent the Kingdom of Saudi Arabia at such global event 🇸🇦

Special thanks to @HammamDammas & @UOfjeddah for their support🙏

[ًً @earthsvery0wn]

coffee doesn’t even make me feel energized i just drink it for the love of the game

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

سترجعُ الدارُ بعد البُعد آنسةً 💚

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

@1sRaghad استخدمي نظارة للأشعة الزرقاء بتخفف الجهد على العين

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

@classylama العفو

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

@classylama فيه اختبارات ميد شيكي عليها https://t.co/ha7ocCBgm3

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

@Vi01et7 Saiki
انمي حلو وغريب

[‏‌ باندا @PandaDiiary]

يارب إجعلنى أسجد لك باكياً من حلمٍ ظننته مستحيلاً فتحقق"

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

اللهم آمين لكل دعوة رفعت لك ولكل مافي قلوبنا .

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

@vz1_7 امين يارب .

[𝐟𝐚𝐫𝐢𝐬 @_lfa4]

فكرة الإنعزال تراودني وتلازمني كل يوم .