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@dolmalisaa_: Transitioning into Spring with style 🤎 @UGG® #FeelsLikeUGG #ad

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Region: IT
Monday 10 March 2025 18:47:32 GMT
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alessandrocossari_
AleCossari_ :
chi ha fatto le clip è bravissimo
2025-03-10 19:50:17
15
giulia__sauro
giu :
dolma sempre stupenda cmq
2025-03-13 15:32:57
2
97marco21
😉marco bella vita 😄 :
🥰
2025-03-10 19:17:35
1
ftalent_mgmt
FTalent Management :
💚💚💚
2025-03-10 20:58:57
1
megghigalo
Megghi Galo 🎀 :
😍😍
2025-03-11 11:42:10
1
ameliaasanchezzarcos
ameliaa :
giuro a te starebbe bene ogni cosa😍😍
2025-03-11 13:45:16
1
sisinhoskill
a.r. :
Teo mi saluti 🙃
2025-03-11 13:50:43
1
giuliacannas94
Giulia Cannas :
♥️♥️♥️
2025-03-10 18:52:49
0
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Left no crumbs
Left no crumbs
Ra đường dán mỗi tờ i #blackbiboo #dollysecret #miengdandolly #nipplecover #bra
Ra đường dán mỗi tờ i #blackbiboo #dollysecret #miengdandolly #nipplecover #bra
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


Makin menyala project ai nih #fyppp #viral #fypシ #tiktoktainment #filmpaketsantet #paketsantet #dikiriminpaketsantet #masukberanda #nontonbareng #film #ai #fadlyfsl #jakarta
Makin menyala project ai nih #fyppp #viral #fypシ #tiktoktainment #filmpaketsantet #paketsantet #dikiriminpaketsantet #masukberanda #nontonbareng #film #ai #fadlyfsl #jakarta
maybe next turkey 🇹🇷😉✌️#fyp #strongwomen #journey #foryoupage #viral
maybe next turkey 🇹🇷😉✌️#fyp #strongwomen #journey #foryoupage #viral

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