David Silver — woh shakhs jisne AlphaGo banaya tha, jo Go game mein world champion ko harane wala pehla AI tha — ab ek naya startup launch kar rahe hain. Unka kehna hai ki aaj ki AI industry galat direction mein ja rahi hai.
Silver ka naya venture ek billion-dollar company hai. Iska mission kuch aur hi hai: AI 'superlearners' banana. Yeh unke hisaab se zyada sahi approach hai, jo abhi industry mein follow nahi ho rahi.
AI Industry Ko Kya Problem Hai — David Silver Ke Hisaab Se
Silver ka point simple hai. Unke mutabiq, aaj jo AI models bana rahe hain — jaise large language models — woh ek limited tareeke se kaam kar rahe hain. Yeh models bahut zyada data pe train hote hain, lekin Silver ko lagta hai ki asli intelligence woh nahi hai jo sirf patterns copy kare. Asli intelligence woh hai jo khud seekhna seekhe — ek 'superlearner' ban jaaye.
Original Story ke mutabiq, Silver ka naya startup isi philosophy par kaam karega. Woh AI ko aise banayenge jo khud naye tasks seekh sake, bina har baar naye data aur training ke.
AlphaGo Ka Legacy Aur Naya Vision
AlphaGo ne 2016 mein duniya ko chaukaya tha jab usne Go champion Lee Sedol ko haraya. Woh ek breakthrough tha kyunki AlphaGo ne reinforcement learning ka use kiya — matlab AI ne khud practice karke seekha, kisi ne usse har move nahi sikhaya.
Silver ka kehna hai ki wohi approach — reinforcement learning aur self-play — aaj bhi underutilized hai. Industry ka focus data collection aur compute power par hai, na ki learning algorithms ko behtar banane par. Yeh woh 'wrong path' hai jiska Silver zikr kar rahe hain.
Hamaari Baat: Kya Silver Sahi Keh Rahe Hain?
Seedha baat karein toh — David Silver ka point strong hai. Aaj ki AI industry mein bada paisa hai, lekin innovation ka rasta thoda narrow ho gaya hai. Sab log bade models bana rahe hain, lekin koi 'smarter' models banane par focus nahi kar raha.
Silver ka 'superlearner' vision exciting hai. Agar woh successful hote hain, toh yeh AI ko ek naya direction de sakta hai — jahan models ko har cheez ke liye naye data ki zaroorat nahi hogi. Lekin yeh abhi early stage hai. Dekhte hain ki Silver ka naya startup kya karta hai.
Sources & References
- The Man Behind AlphaGo Thinks AI Is Taking the Wrong Path — The Atlantic
