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@shaystey:

shay
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Region: PH
Thursday 03 September 2026 15:00:38 GMT
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julesvherne
julesvherne :
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2026-09-03 15:07:49
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Combo 3 Loại Chả Tiệt Trùng Ăn Liền #chachay #chamit #anchay #chaluachay #xuhuong
Combo 3 Loại Chả Tiệt Trùng Ăn Liền #chachay #chamit #anchay #chaluachay #xuhuong
Top gifter
Top gifter
It was too good to be true 😂
It was too good to be true 😂
Going out feels like a waste of time when I have World OS waiting for me at home #fictionalcharacters #WorldOS #roleplay #ao3 #cai
Going out feels like a waste of time when I have World OS waiting for me at home #fictionalcharacters #WorldOS #roleplay #ao3 #cai


📌 Five AI terms people mix up constantly. One card. Save it. 1️⃣ LOOP vs GOAL — a loop without a goal runs until you notice. 2️⃣ PROMPT vs HARNESS — a good prompt gets a good answer. A harness gets them every time. 3️⃣ CONTEXT vs MEMORY — context is what it reads. Memory is what it writes down. 4️⃣ RAG vs FINE-TUNING — new facts, use Retrieval Augmented Generation. New behaviour, fine-tune. 5️⃣ PROTOTYPE vs PRODUCTION — prototype to learn. Production to deliver. 👀 Number 4 is the expensive one. Most teams fine-tune when they needed RAG, and find out six months and a training bill later. 📸 Screenshot it. You'll mix these up again. Don't memorize AI terms — practice designing the whole system. hackproduct.com ⚡ . . #AIengineering #machinelearning #softwareengineering #LLM #RAG
📌 Five AI terms people mix up constantly. One card. Save it. 1️⃣ LOOP vs GOAL — a loop without a goal runs until you notice. 2️⃣ PROMPT vs HARNESS — a good prompt gets a good answer. A harness gets them every time. 3️⃣ CONTEXT vs MEMORY — context is what it reads. Memory is what it writes down. 4️⃣ RAG vs FINE-TUNING — new facts, use Retrieval Augmented Generation. New behaviour, fine-tune. 5️⃣ PROTOTYPE vs PRODUCTION — prototype to learn. Production to deliver. 👀 Number 4 is the expensive one. Most teams fine-tune when they needed RAG, and find out six months and a training bill later. 📸 Screenshot it. You'll mix these up again. Don't memorize AI terms — practice designing the whole system. hackproduct.com ⚡ . . #AIengineering #machinelearning #softwareengineering #LLM #RAG

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