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#LLM architecture

Diagram illustrating the complete 5-layer AI stack from prompt to guardrails
AI Hardware

Your AI Demo Shines — Until Production Kills It: The 5 Layers You're Ignoring

That dazzling AI demo? It's a prompt in a UI, hooked to an API. Three weeks post-launch, support tickets explode. Here's the full stack you're missing.

4 min read 4 days, 5 hours ago
Architectural diagram comparing gpt-oss-120b, gpt-oss-20b, and GPT-2 transformers
AI Hardware

gpt-oss Unlocks Transformers' Next Leap from GPT-2 Roots

OpenAI's dropping open weights again — gpt-oss-120b and 20b — echoing GPT-2's 2019 magic but supercharged. These aren't just models; they're your local AI powerhouse.

4 min read 2 weeks ago
Diagram comparing GPT-2 to DeepSeek V3 and Llama 4 architectures
AI Hardware

LLM Architectures: Seven Years of Transformer Tinkering

Seven years post-GPT, LLMs look suspiciously similar. DeepSeek V3's bells and whistles? Mostly hype. Here's why evolution feels like a stall.

3 min read 2 weeks ago
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