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# catatan teknis, sejak 2001

CWE-bench v2 Evaluasi Perbaikan Kerentanan LLM

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Collinear AI merilis 100 tugas deterministik publik untuk menguji kemampuan LLM dalam menambal bug nyata. Setiap tugas mengharuskan model meng-clone repo open-source dan memperbaiki pola CWE spesifik tanpa merusak fitur yang ada. Sistem skor programatik dan lingkungan Docker memungkinkan reproduksi hasil secara lokal tanpa biaya API. Alat ini berguna untuk membandingkan open-weight models dengan API provider saat membangun defensive agents. Datanya bersifat gated di Hugging Face, sehingga pengguna wajib menerima akses sebelum memakai Harbor runner. Benchmark ini tidak bisa menggantikan full penetration testing karena hanya mencakup subset terbatas dari pola kelemahan yang sudah diketahui. sumber: huggingface.co/cwe-bench my other side: setyadi.com
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Susuk KB a'la USA

2006-08-01 · #Kesehatan #Kliping

New implantable contraceptive approved by FDA

The FDA approved the only implantable contraceptive authorized for women in the U.S.
The FDA approved the only implantable contraceptive authorized for women in the U.S.

Posted: 07/18/2006 03:58 pm
Last Updated: 07/18/2006 05:25 pm

The FDA approved the only implantable contraceptive authorized for women in the U.S.

It's called Implanon, and is a single rod device implanted in a woman's arm by a trained doctor.

It slowly releases the hormone Progestin over a period of three years, and can prevent pregnancy in 99% of women.

The device has been used in Europe since 1998.

The company plans to start training doctors about the implant in August, and the product should be available shortly after.

A similar device called Norplant was taken off the market in the U.S. six years ago.

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