Iyaz Akhtar
Principal Video Producer
Iyaz Akhtar works tenaciously to make technology work for him so he can live a life of leisure. He's been in the tech sector as a writer, an editor, a producer, and a presenter since 2006. See full bio
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By Chitral Patil As generative AI moves into production, enterprises face an important infrastructure decision: consume models through commercial APIs, deploy open-weight models on dedicated GPUs, or combine both approaches? The comparison is often reduced to simple arithmetic. Divide the hourly cost of a GPU by a model’s maximum
Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Most carriers track everything. Cape doesn't. — Unlimited talk, text &
When you’re really serious about squeezing every little bit of performance out of your computer, heat becomes a huge issue. A chip that gets too hot will either be throttled or fried, so high-performance cooling systems are a must in these cases. Air cooling might work for most setups,
Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Most carriers track everything. Cape doesn't. — Unlimited talk, text &
