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@snow_blood60: #atatürk #atam #türkiye

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Monday 23 March 2026 19:17:04 GMT
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mmineel_1
mmineel_1 :
🫡🫡
2026-07-05 19:05:14
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nurselll71
nurselll :
hareketli yaptımm 💪
2026-10-14 16:11:47
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2026-10-03 14:20:39
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2026-10-14 18:26:26
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Squash🤓 :
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2026-10-29 10:05:09
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isoo09🇦🇱 :
2026-09-05 23:53:53
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irmak.acada
Irmak Ağcadağ :
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2026-10-28 19:23:10
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Hazan nûma🍂 :
2026-03-23 20:20:09
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iyi mi
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nói 1 con ai mà tin #showbizsohot #hhennie #adriantuananh #ntkadriananhtuan
nói 1 con ai mà tin #showbizsohot #hhennie #adriantuananh #ntkadriananhtuan
کہ پہ ضمیر شی نو دی خار کی زناور اوسیگی #poshtosadpoetry🥺🥀 #asmarsadpoetry🖤 #foryoupage_tik_tok #viral_video
کہ پہ ضمیر شی نو دی خار کی زناور اوسیگی #poshtosadpoetry🥺🥀 #asmarsadpoetry🖤 #foryoupage_tik_tok #viral_video
Why long AI chats cost more (and the trick that cuts it by 90%) Why do long AI chats cost more? The longer your chat with ChatGPT, Claude or any AI model gets, the more every single message costs, even a tiny one. Here's why, and how prompt caching cuts it by 90%. How AI chats really work: 1. AI models don't remember your conversation. Every time you send a message, the whole conversation is sent again: your first message, its answer, your second, its answer, plus the new line at the bottom. 2. The model reads all of it from the top, then answers. Message 1 is cheap. Message 20 carries the 19 before it. That's why a long chat gets slower, and more expensive when you pay through the API. 3. You pay in tokens, small pieces of words. Input tokens are everything the model reads; output tokens are what it writes. On Claude Sonnet, reading costs $2 per million tokens and writing costs $10. 4. Example: paste a long report and ask for a short summary. The model reads around 10,000 tokens and writes about 500. That's around 2.5 cents, and most of that cost is reading. The trick: prompt caching. Most of what the model reads is the same every time: your instructions, your documents, the early part of the chat. You mark that part and the API keeps it ready. The next time, that part costs 90% less, ten times cheaper to read. Saving it the first time costs about a quarter more, so it pays off from the second use. Two catches: - The cached part has to match word for word from the very top. Change one word near the start and you pay full price again. Keep the stable stuff first and the changing stuff last. - The cache only lasts a few minutes by default, so it works best when the same thing gets read again and again. Three habits to save money on AI: 1. Start a fresh chat when the topic changes. 2. Put your fixed instructions first. 3. Building with the API? Turn on prompt caching. Useful for anyone using ChatGPT or Claude every day, and anyone building AI apps, AI agents or AI automations who wants lower API costs. Step-by-step lessons that teach AI properly, from the very beginning to building real systems, are inside my community. If you're interested, the link is in my profile. #aiagents #claude #aiemployee #aiautomation
Why long AI chats cost more (and the trick that cuts it by 90%) Why do long AI chats cost more? The longer your chat with ChatGPT, Claude or any AI model gets, the more every single message costs, even a tiny one. Here's why, and how prompt caching cuts it by 90%. How AI chats really work: 1. AI models don't remember your conversation. Every time you send a message, the whole conversation is sent again: your first message, its answer, your second, its answer, plus the new line at the bottom. 2. The model reads all of it from the top, then answers. Message 1 is cheap. Message 20 carries the 19 before it. That's why a long chat gets slower, and more expensive when you pay through the API. 3. You pay in tokens, small pieces of words. Input tokens are everything the model reads; output tokens are what it writes. On Claude Sonnet, reading costs $2 per million tokens and writing costs $10. 4. Example: paste a long report and ask for a short summary. The model reads around 10,000 tokens and writes about 500. That's around 2.5 cents, and most of that cost is reading. The trick: prompt caching. Most of what the model reads is the same every time: your instructions, your documents, the early part of the chat. You mark that part and the API keeps it ready. The next time, that part costs 90% less, ten times cheaper to read. Saving it the first time costs about a quarter more, so it pays off from the second use. Two catches: - The cached part has to match word for word from the very top. Change one word near the start and you pay full price again. Keep the stable stuff first and the changing stuff last. - The cache only lasts a few minutes by default, so it works best when the same thing gets read again and again. Three habits to save money on AI: 1. Start a fresh chat when the topic changes. 2. Put your fixed instructions first. 3. Building with the API? Turn on prompt caching. Useful for anyone using ChatGPT or Claude every day, and anyone building AI apps, AI agents or AI automations who wants lower API costs. Step-by-step lessons that teach AI properly, from the very beginning to building real systems, are inside my community. If you're interested, the link is in my profile. #aiagents #claude #aiemployee #aiautomation
الي احبه طلع دلوع#جبر_الخواطر #شيلات_روعه_خواطر_ذوق #عادت_نشر🔁🥺
الي احبه طلع دلوع#جبر_الخواطر #شيلات_روعه_خواطر_ذوق #عادت_نشر🔁🥺
햄버거 실종사건🍔😱 #mukbang #rockpaperscissors #먹방 #foodchallenge #fyp @💙⚽️배우정혜인⚽️💙 @키썸 KISUM,조혜령
햄버거 실종사건🍔😱 #mukbang #rockpaperscissors #먹방 #foodchallenge #fyp @💙⚽️배우정혜인⚽️💙 @키썸 KISUM,조혜령
الأب ليس مجرد كلمة تُقال، بل هو العمود الفقري الذي تستیقظ عليه تفاصيل البيتكم من تعبٍ خفاه خلف ابتسامة هادئة لكيلا نرى أثر الهموم على وجهه! وكم من سهرٍ قضاه بصمت، يقلب كفيه تفكيراً وتدبيراً ليؤمن لنا سبل الراحة والأمان، وليبني لنا مستقبلاً نخطو إليه بثبات. الأب هو العطاء الذي لا ينضب، والينبوع الذي يعطي دون أن ينتظر مقابلاً، بل يرى نجاحه وسعادته مرسومة في عيون أبنائه حين يلمحون نظرة الفخر في عينيه.هو اليد الممدودة بحنان وقت الضيق، والصوت الذي يبعث الطمأنينة في القلب مهما اشتدت الخطوب. تعلمنا منه معنى الصبر والرجولة، وكيف تكون التضحية بصمت وبدون منّة. بكلمة واحدة منه يزول القلق، وبحضور تترسخ الطمأنينة في أركان البيت، فهو الأمان الذي لا يُقدر بثمن، والكنز الذي لا يوازيه مال ولا جاه. #yyyyyyyyyyyyyyyyyy #شعب_الصيني_ماله_حل😂😂😂😂🤦
الأب ليس مجرد كلمة تُقال، بل هو العمود الفقري الذي تستیقظ عليه تفاصيل البيتكم من تعبٍ خفاه خلف ابتسامة هادئة لكيلا نرى أثر الهموم على وجهه! وكم من سهرٍ قضاه بصمت، يقلب كفيه تفكيراً وتدبيراً ليؤمن لنا سبل الراحة والأمان، وليبني لنا مستقبلاً نخطو إليه بثبات. الأب هو العطاء الذي لا ينضب، والينبوع الذي يعطي دون أن ينتظر مقابلاً، بل يرى نجاحه وسعادته مرسومة في عيون أبنائه حين يلمحون نظرة الفخر في عينيه.هو اليد الممدودة بحنان وقت الضيق، والصوت الذي يبعث الطمأنينة في القلب مهما اشتدت الخطوب. تعلمنا منه معنى الصبر والرجولة، وكيف تكون التضحية بصمت وبدون منّة. بكلمة واحدة منه يزول القلق، وبحضور تترسخ الطمأنينة في أركان البيت، فهو الأمان الذي لا يُقدر بثمن، والكنز الذي لا يوازيه مال ولا جاه. #yyyyyyyyyyyyyyyyyy #شعب_الصيني_ماله_حل😂😂😂😂🤦

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