O-Models (Planners) aur GPT-Models (Workhorses) ka Comparison

 OpenAI do tarah ke generative AI (genAI) offer karta hai: reasoning models (jaise O3 aur O4-mini) aur generative pre-trained transformer (GPT) models (jaise GPT-4.1). OpenAI ke according, ek type ka genAI dusre se better nahi hai. O-models, jinko “planners” bola jata hai, ko is tarah train kiya gaya hai ki ye complex tasks ke liye zyada der aur gehra soch sake. Ye strategy banane, complex problems ka solution plan karne, aur large volume ke ambiguous information par decision lene me effective hote hain.

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Ye models complex subjects jaise mathematics, finance, law, etc. ke liye suited hote hain. Dusri taraf, GPT models, jinko “workhorses” bola jata hai, ka latency kam hota hai, cost bhi kam hoti hai, aur ye “straightforward execution” ke liye design kiye gaye hote hain. UST ke chief AI architect Adnan Masood ne isko clarify karne ke liye do AI chatbots se poocha: “Agar interest rates 50 basis points badh jayein, to hamara bond portfolio kaise perform karega?” GPT model ne turant lekin galat prediction de diya, jabki reasoning-enabled model ne pause karke step-by-step calculation articulate ki, aur sahi tarah se forecast kiya ki bond values me decline hoga.

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