@hmooood1945: #الحفر #حفرنا_اكسبلوووووورexplore #اكسبلور

احمد الخيبري

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Wednesday 07 October 2026 02:06:52 GMT

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اثير يحي :

الله يسعدك ي حمودي

2026-10-07 04:34:33

2

am..327 :

الله يسعدك

2026-10-07 18:24:54

1

سراب :

الله يقويكم ويحفظكم

2026-10-07 20:29:20

1

المصوره | سلمى الفريح 📸🍃 :

ابي اعرف سبب كل كابرس اساسه تصير بيضاء ليش ؟🙂‍↔️

2026-10-07 08:56:50

1

𝟧𝘩! 𝘌 🤿. :

😂😂😂اككۿ : يا حمود ييلآ. تمام

2026-10-07 06:36:07

1

. :

لاحول

2026-10-07 09:00:17

1

المــها 🍂🇸🇦 :

2026-10-08 01:03:12

0

يا رب ارزقني بالزوج الصالح :

ما شاء الله

2026-10-07 08:43:45

1

𝟏𝟐:𝟎𝟎 :

2026-10-08 00:57:34

0

Remas👑🇸🇦 :

2026-10-07 22:31:24

0

غزل يام :

الله يرزقك الزوجه الصالحه الي تسعدك

2026-10-07 11:35:56

1

Memo :

2026-10-07 08:25:33

1

ĞH' :

2026-10-07 13:25:50

1

To see more videos from user @hmooood1945, please go to the Tikwm homepage.

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Part 4 #cops #police #bodycam

Part 4 #cops #police #bodycam

#القران_الكريم #سورة_الصف #سعود_الشريم #quran

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Your AI Agent Failed. Do You Need a Better Model, or a Better Harness? Your AI agent failed. First instinct: upgrade the model. Don't, not yet. Check what actually went wrong first. Say you have 5,000 labeled images and an agent flagging suspicious bounding boxes for review. The model judges what looks wrong, but the software around it, the harness, loads the images, saves the report, and handles errors. That is usually where things break. Tools: does the image reader need a filename or a full path? Does it return labels? The agent has to know. Access: let it read the dataset, but only save to the reports folder. And don't just tell it to leave originals alone, make sure its tools can't overwrite them. Errors:

Your AI Agent Failed. Do You Need a Better Model, or a Better Harness? Your AI agent failed. First instinct: upgrade the model. Don't, not yet. Check what actually went wrong first. Say you have 5,000 labeled images and an agent flagging suspicious bounding boxes for review. The model judges what looks wrong, but the software around it, the harness, loads the images, saves the report, and handles errors. That is usually where things break. Tools: does the image reader need a filename or a full path? Does it return labels? The agent has to know. Access: let it read the dataset, but only save to the reports folder. And don't just tell it to leave originals alone, make sure its tools can't overwrite them. Errors: "failed" tells you nothing. An error naming the missing file lets the agent fix the path and retry. Crashes: if it dies at image 2,600, don't restart from one. Keep a record of completed work. And log every tool call and result, or you're just guessing. Read the trace, find where it broke, then decide: better model, or better harness?

Part 3. Ten Indicted For Murder On Camera. Zero Convicted. $8.5 Million Paid Anyway. #lawyer #criminals #police #fyp #viral

Part 3. Ten Indicted For Murder On Camera. Zero Convicted. $8.5 Million Paid Anyway. #lawyer #criminals #police #fyp #viral

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