Sara

[Sara @sara_alsaeed321]

السعادة الحقيقية تأتي من الرضا، لا من كثرة ما نملك
UlQQv

[Sara @sara_alsaeed321]

@karlasull يا رفيق الدرب، صباحك خير وبركة، وأتمنى لك أيامًا مليئة بالحب والسلام، ونلتقي قريبًا.

[Sara @sara_alsaeed321]

心が疲れたときは、ただ静かに一人で休みたい。 🐱😎
dfePu

[Sara @sara_alsaeed321]

Good morning! ☕ Remember, you are enough, and you’ve always been. Believe it. 🌸
AMGGAo

[Sara @sara_alsaeed321]

Top of the morning! 🚀 You should know that your smile can brighten someone’s day—wear it proudly. 🔥
meRl

[Sara @sara_alsaeed321]

Yo! 😎 Quick reminder: you’ve got a spark in you—let it light up the path ahead. 🌟
KRDJy

[Sara @sara_alsaeed321]

財布を開いたときの切なさは、世界共通のミステリーだよね。これってあるあるだよね。 🍰
ptEDrR

[Sara @sara_alsaeed321]

Top of the morning! 🚀 You should know that every small step matters, and you’re doing amazing. ☀️
Ltkp

[Sara @sara_alsaeed321]

Howdy! 🌻 Don’t forget: you’ve got a spark in you—let it light up the path ahead. 🌸
JotFK

[Sara @sara_alsaeed321]

Hiya 🤗 Always remember: you’ve got a spark in you—let it light up the path ahead. ✨
XEIL

[Sara @sara_alsaeed321]

愚痴を聞いてくれて、一緒に笑ってくれる相棒に心から感謝。ふとそんなことを考えた。 🍰🙌
mbbni

[Sara @sara_alsaeed321]

Hi friend! 🌈 Today is a great day because you’ve got a spark in you—let it light up the path ahead. 🌻
hymoO

[seeco @seeconvm]

this video is f*cking brilliant

a computer science survey mapped 150+ agent memory architectures across 90 pages to build self-evolving long-horizon agents

the result: a 3D taxonomy showing action-based memory and self-evolving structures boost long-horizon retention by 50%

the crazy part is memory is no longer just a passive database lookup

it also trains models to execute tool actions, update parametric weights, and consolidate episodic traces into skills

most memory surveys analyze static database retrieval. this one maps the entire self-evolving agent operating system

read the complete paper below

bookmark it for future reference