📰 Dev.to · Aaryan Shukla

Articles from Dev.to · Aaryan Shukla · 3 articles · Updated every 3 hours · View all reads

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Stop Upgrading Your GPUs: How Google’s TurboQuant Solves the LLM Memory Crisis

Dev.to · Aaryan Shukla 6d ago

Stop Upgrading Your GPUs: How Google’s TurboQuant Solves the LLM Memory Crisis

If you’ve spent any time building in the AI space recently—whether that’s deploying an ML model with...

I Read a Paper That Genuinely Made Me Stop and Think — AI is Now Jailbreaking Other AI

Dev.to · Aaryan Shukla 1mo ago

I Read a Paper That Genuinely Made Me Stop and Think — AI is Now Jailbreaking Other AI

Okay, so I spend a lot of time going down rabbit holes on AI research. Papers, threads, GitHub repos,...

Stanford Just Exposed the Fatal Flaw Killing Every RAG System at Scale

Dev.to · Aaryan Shukla 1mo ago

Stanford Just Exposed the Fatal Flaw Killing Every RAG System at Scale

RAG was supposed to fix hallucinations. Turns out it just hid them behind math. I've been deep in...