ArticleInsights2 min
The AI Vendors Told You Bigger Models Were Better. Production Data Says Otherwise.
SLMs Beat LLMs at Specific Tasks -- The Performance Case for Smaller Models
AI
Asif Waliuddin is the Founder and CEO of NXTG.AI, where he leads strategic initiatives in enterprise AI transformation.
Articles by Asif Waliuddin
ArticleInsights7 min
Smaller, Local, Faster -- and Now Also More Accurate: The Performance Case for SLMs
SLMs Beat LLMs at Specific Tasks -- The Performance Case for Smaller Models
AI
ArticleInsights2 min
The GPU Cluster Era Is Ending for Inference. Here's What Replaces It.
Hardware Diversification Is Making Local AI Viable -- The GPU Is No Longer the Whole Story
AIGPUs
ArticleInsights5 min
On-Device AI Is Not a Feature. It Is a Deployment Tier.
AMD Ryzen AI 400 NPU upgrade signals on-device AI as a distinct deployment tier with fundamentally different economics
Edge AI
ArticleInsights2 min
The AI Inference War That Matters Most Is Happening in Your Laptop
AMD Ryzen AI 400 NPU upgrade signals on-device AI as a distinct deployment tier with fundamentally different economics
Edge AI
ArticleInsights5 min
OpenAI Has Four Chip Vendors. You Probably Have One.
OpenAI's multi-vendor chip strategy (Nvidia, AMD, Broadcom, Cerebras) represents a tiered compute architecture, not just supply diversification
NVIDIAOpenAISemiconductors