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# catatan teknis, sejak 2001

CWE-bench v2 Evaluasi Perbaikan Kerentanan LLM

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

Lack of Sleep, a Cause for Child Obesity

2006-10-20 · #Kesehatan #Kliping

Lack of Sleep, a Cause for Child Obesity Researchers at the Bristol University suggested that cutting sleeping hours is linked to an important problem of the Western world, obesity among children and adolescents.

Researchers at the Bristol University suggested that cutting sleeping hours is linked to an important problem of the Western world, obesity among children and adolescents.

Experts suggested that lack of sleep is to blame for the increasing obesity rate among youngsters.

"There is a really clear relationship between short sleep duration and obesity in children," stated Dr Shahrad Taheri, the lead researcher at the Bristol University.

Dr Shahrad Taheri and colleagues explained that cutting sleeping hours seriously affects the level of hormones responsible for appetite. Moreover, if you stay awake more, you need to eat larger quantities of food.

Experts indicated that computers, television and mobile phones affect the sleep, especially if watching television, playing computer games or talking on the mobile is done before sleeping. It is known that most children do these things mostly before going to bed.

"Good sleep could be promoted by removing televisions and other electronic items from children's bedrooms and ensuring a strict, regular bedtime routine," suggested Dr Shahrad Taher.

Researchers are hoping that that current finding will determine those seeking weight lost to provide at least eight hours of night sleep to their diet and physical exercises routines.

"An obesity prevention approach in children and adolescents that promotes a healthy diet, physical activity and adequate sleep could be adopted," said Dr Shahrad Taher.

"Ensuring adequate sleep in children and adolescents may not only help fighting against obesity, but could have other added health and educational benefits - for example improvements in academic performance," concluded Dr Shahrad Taher.

source:
spotlightingnews.com

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