@..sszz1: #الملك #med #blowfhisup #yourusername #me 😚😚

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Wednesday 23 September 2026 23:08:48 GMT
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..o.k.1
M :
الي شافني يعترف
2026-09-24 03:58:53
8
xl.2603
Z :
شدخلللل
2026-09-24 10:20:50
1
m_lam00
مَـ :
الي يستاجرو سكوتر عشان يصدمو الناس مو عشان جدول :
2026-09-24 00:47:18
23
tyfzfqelrth
Loly :
اقول يلبيه بسسسس
2026-09-24 00:07:58
6
._mz._
︎ ︎ِ :
هلابي
2026-09-24 00:37:58
3
1krl
Aziz :
2026-09-24 03:26:48
6
rema1m2
R :
الله قهر مارحت حديقه الملك
2026-09-24 02:21:38
3
anw.57
anw.57 :
اولل
2026-09-23 23:11:09
4
snnyic
Nwt :
☝🏼
2026-09-24 03:15:32
2
404😓
ككك :
بعيوني نوني
2026-09-24 04:35:15
2
b7_pra
ريري :
يللبيههه
2026-09-24 01:55:23
4
waf_035
وافي الحربي 🩶. :
الي شافني في سلطانه والملك يعترف
2026-09-24 00:27:31
1
mox67i
M :
الي شافني في الملك و المطل
2026-09-24 00:55:05
0
m.np1x
M :
يععع🥺❤️.
2026-09-24 02:42:24
0
l159
عبود👑. :
2026-09-23 23:14:28
5
qarizadah76
ما وحشتك؟ :
ابغا سنابهم ستريك
2026-09-24 00:16:31
0
a..1190
⁷R. :
2026-09-24 04:28:59
1
oi_ate0
シ :
وش ذي العباره هههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههههه
2026-09-24 00:35:03
1
r.wxd
V Flak🫥 :
ارحبببب ياالعباره
2026-09-24 00:45:52
1
mck_111h
mck_111h :
2026-09-24 00:06:33
3
i2d.p
AAA :
👋🏻✌🏻
2026-09-24 03:25:44
0
7.w58
M :
🙋🏻
2026-09-24 01:28:04
1
s1_be
ً :
2026-09-24 06:55:59
0
kx_6y
🏹 :
اش هاذا أشخاص قد اعرفهم!
2026-09-23 23:53:45
0
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Other Videos

How my AI employees learn from their mistakes — the 4-write loop (and the rule nobody teaches) The exact loop that makes an AI actually learn from its mistakes — the one my AI employees run to come back sharper every week. Researchers proved it makes agents 14% better with zero retraining. Here's the whole thing: The idea: an AI is only as good as what's written in its files. So you build a loop that saves the RIGHT things, the right way. Four
How my AI employees learn from their mistakes — the 4-write loop (and the rule nobody teaches) The exact loop that makes an AI actually learn from its mistakes — the one my AI employees run to come back sharper every week. Researchers proved it makes agents 14% better with zero retraining. Here's the whole thing: The idea: an AI is only as good as what's written in its files. So you build a loop that saves the RIGHT things, the right way. Four "writes": WHILE IT WORKS → the moment something durable shows up (a decision, a preference, a rule), it goes straight into the AI's memory file. The rule: if it won't change future behavior, don't save it. No diary of the day. THE SWEEP → a small, cheap model reads the conversation, pulls out what's worth keeping, checks it against the files, and updates them (update — don't pile on top). Run it right before a long chat gets compressed AND when it ends — that's exactly where details vanish. THE SLEEP PASS → once a night, a stronger model goes through the memory files like your brain does in sleep: merges duplicates, resolves contradictions (newest wins), turns ten messy notes into one clean rule. YOUR CORRECTIONS (the big one) → you don't fill out a form. You correct it in the chat like you'd correct a person — "never send that without asking me first." The sweep catches it and saves it with two things attached: WHY it was wrong + HOW to do it right next time. The rule that makes it stick: if the mistake was in HOW a task is done, put the fix in the SKILL — the instructions that get read every time the task runs — not in some memory diary it might never reopen. Guardrails so you don't poison it: every memory gets a date + a source, nothing's saved as "fact" until it's confirmed, money/identity stuff waits for your approval, and it all lives in plain files you can open and delete. The scoreboard: does it make the same mistake twice? That's the whole test. #aiagents #aiemployee #aiteam

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