وسم
٤ مقالات
الأخبار١٥ دقيقة
تقول OpenAI إنها حققت هدفها من المتدرب البحثي الآلي: ٣٫١ يوم عمل للعميل (agent) مقابل كل يوم عمل بشري، بتكلفة استنتاج (inference) تبلغ ٦٠٠ دولار في اليوم. إليكم ما توضحه هذه الأرقام — وما لا توضحه.
الذكاء الاصطناعي والتعلم الآلي١٦ دقيقة
قامت DeepSeek بجعل إطار عمل الوكلاء الخاص بها مفتوح المصدر تحت رخصة MIT، وحصد أكثر من ١٦١٬٠٠٠ GitHub نجمة في ستة أيام، ثم رفعت أسعار API في النقطة التي تؤثر فيها حلقات الوكلاء بشكل أكبر.
%22%2F%3E%0A%20%3Cg%20opacity%3D%220.12%22%3E%3Crect%20x%3D%22120%22%20y%3D%22126%22%20width%3D%22420%22%20height%3D%2212%22%20fill%3D%22url(%23g)%22%2F%3E%3Crect%20x%3D%22660%22%20y%3D%22472.5%22%20width%3D%22360%22%20height%3D%2212%22%20fill%3D%22url(%23g)%22%2F%3E%3C%2Fg%3E%0A%20%3Cg%3E%3Cpath%20d%3D%22M%20888%20169%20L%20379%20308%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20379%20308%20L%20707%20303%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20707%20303%20L%20987%20451%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20987%20451%20L%201059%20438%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%201059%20438%20L%20759%20361%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Ccircle%20cx%3D%22888%22%20cy%3D%22169%22%20r%3D%2211%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22379%22%20cy%3D%22308%22%20r%3D%2213%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22707%22%20cy%3D%22303%22%20r%3D%2212%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22987%22%20cy%3D%22451%22%20r%3D%2214%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%221059%22%20cy%3D%22438%22%20r%3D%229%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22759%22%20cy%3D%22361%22%20r%3D%228%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3C%2Fg%3E%0A%20%3Cg%3E%0A%20%3Ctext%20x%3D%2250%25%22%20y%3D%2250%25%22%20dominant-baseline%3D%22central%22%20text-anchor%3D%22middle%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%22108%22%20font-weight%3D%221000%22%20fill%3D%22none%22%20stroke%3D%22%230b1020%22%20stroke-width%3D%2210%22%20stroke-opacity%3D%220.6%22%20style%3D%22paint-order%3A%20stroke%20fill%3B%22%3E%23OPENAI%3C%2Ftext%3E%0A%20%3Ctext%20x%3D%2250%25%22%20y%3D%2250%25%22%20dominant-baseline%3D%22central%22%20text-anchor%3D%22middle%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%22108%22%20font-weight%3D%221000%22%20fill%3D%22url(%23g)%22%20filter%3D%22url(%23drop)%22%3E%23OPENAI%3C%2Ftext%3E%0A%20%3C%2Fg%3E%0A%20%3Cg%20transform%3D%22rotate(-8%20264%20126)%22%3E%3Ctext%20x%3D%22216%22%20y%3D%22126%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%2234%22%20font-weight%3D%22700%22%20fill%3D%22url(%23g)%22%20fill-opacity%3D%220.9%22%3ECodex%3C%2Ftext%3E%3C%2Fg%3E%0A%20%3Cg%20transform%3D%22rotate(10%20936%20516.6)%22%3E%3Ctext%20x%3D%22864%22%20y%3D%22516.6%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%2234%22%20font-weight%3D%22700%22%20fill%3D%22url(%23g)%22%20fill-opacity%3D%220.9%22%3EMobile%3C%2Ftext%3E%3C%2Fg%3E%0A%20%3C!--%20Code%20card%20background%20for%20contrast%20--%3E%0A%20%3Cg%20opacity%3D%220.18%22%3E%0A%20%3Crect%20x%3D%2260%22%20y%3D%22378%22%20rx%3D%2216%22%20ry%3D%2216%22%20width%3D%22600%22%20height%3D%22176.4%22%20fill%3D%22%230b1020%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.35%22%2F%3E%0A%20%3C%2Fg%3E%0A%20%0A%20%3Crect%20width%3D%221200%22%20height%3D%22630%22%20fill%3D%22%23000%22%20opacity%3D%220%22%20filter%3D%22url(%23grain)%22%2F%3E%0A%3C%2Fsvg%3E)
الذكاء الاصطناعي والتعلم الآلي١٠ دقائق
OpenAI جابت Codex لتطبيق ChatGPT للموبايل في ١٤ مايو ٢٠٢٦ — أنظمة iOS و Android، والمستوى المجاني متاح. أجهزة Mac بس وقت الإطلاق. إزاي بينافس Claude Code و Cursor.
%22%2F%3E%0A%20%3Cg%20opacity%3D%220.12%22%3E%3Crect%20x%3D%22120%22%20y%3D%22126%22%20width%3D%22420%22%20height%3D%2212%22%20fill%3D%22url(%23g)%22%2F%3E%3Crect%20x%3D%22660%22%20y%3D%22472.5%22%20width%3D%22360%22%20height%3D%2212%22%20fill%3D%22url(%23g)%22%2F%3E%3C%2Fg%3E%0A%20%3Cg%3E%3Cpath%20d%3D%22M%20112%20179%20L%20671%20179%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20671%20179%20L%20932%20222%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20932%20222%20L%20351%20231%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20351%20231%20L%20497%20397%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Cpath%20d%3D%22M%20497%20397%20L%20492%20331%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.25%22%20stroke-width%3D%223%22%2F%3E%3Ccircle%20cx%3D%22112%22%20cy%3D%22179%22%20r%3D%2210%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22671%22%20cy%3D%22179%22%20r%3D%2212%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22932%22%20cy%3D%22222%22%20r%3D%226%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22351%22%20cy%3D%22231%22%20r%3D%229%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22497%22%20cy%3D%22397%22%20r%3D%2211%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3Ccircle%20cx%3D%22492%22%20cy%3D%22331%22%20r%3D%2211%22%20fill%3D%22url(%23g)%22%20opacity%3D%220.6%22%2F%3E%3C%2Fg%3E%0A%20%3Cg%3E%0A%20%3Ctext%20x%3D%2250%25%22%20y%3D%2250%25%22%20dominant-baseline%3D%22central%22%20text-anchor%3D%22middle%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%22108%22%20font-weight%3D%221000%22%20fill%3D%22none%22%20stroke%3D%22%230b1020%22%20stroke-width%3D%2210%22%20stroke-opacity%3D%220.6%22%20style%3D%22paint-order%3A%20stroke%20fill%3B%22%3E%23MISTRAL%3C%2Ftext%3E%0A%20%3Ctext%20x%3D%2250%25%22%20y%3D%2250%25%22%20dominant-baseline%3D%22central%22%20text-anchor%3D%22middle%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%22108%22%20font-weight%3D%221000%22%20fill%3D%22url(%23g)%22%20filter%3D%22url(%23drop)%22%3E%23MISTRAL%3C%2Ftext%3E%0A%20%3C%2Fg%3E%0A%20%3Cg%20transform%3D%22rotate(-8%20264%20126)%22%3E%3Ctext%20x%3D%22216%22%20y%3D%22126%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%2234%22%20font-weight%3D%22700%22%20fill%3D%22url(%23g)%22%20fill-opacity%3D%220.9%22%3EMedium%3C%2Ftext%3E%3C%2Fg%3E%0A%20%3Cg%20transform%3D%22rotate(10%20936%20516.6)%22%3E%3Ctext%20x%3D%22864%22%20y%3D%22516.6%22%20font-family%3D%22Inter%2Csystem-ui%2CArial%22%20font-size%3D%2234%22%20font-weight%3D%22700%22%20fill%3D%22url(%23g)%22%20fill-opacity%3D%220.9%22%3EOpen%3C%2Ftext%3E%3C%2Fg%3E%0A%20%3C!--%20Code%20card%20background%20for%20contrast%20--%3E%0A%20%3Cg%20opacity%3D%220.18%22%3E%0A%20%3Crect%20x%3D%2260%22%20y%3D%22378%22%20rx%3D%2216%22%20ry%3D%2216%22%20width%3D%22600%22%20height%3D%22176.4%22%20fill%3D%22%230b1020%22%20stroke%3D%22url(%23g)%22%20stroke-opacity%3D%220.35%22%2F%3E%0A%20%3C%2Fg%3E%0A%20%0A%20%3Crect%20width%3D%221200%22%20height%3D%22630%22%20fill%3D%22%23000%22%20opacity%3D%220%22%20filter%3D%22url(%23grain)%22%2F%3E%0A%3C%2Fsvg%3E)
الذكاء الاصطناعي والتعلم الآلي١٧ دقيقة
ينطلق Mistral Medium 3.5 كنموذج ذو أوزان مفتوحة مكثف بحجم 128B مع سياق 256K، وحقق ٧٧٫٦٪ على SWE-Bench، ويمكن استضافته ذاتياً على عدد قليل يصل إلى أربعة GPUs بتكلفة ١٫٥٠ دولار لكل مليون توكن.