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#RAG

AI model brain split between prompting crutches and retrained weights
AI Hardware

RAG: Band-Aid for AI or Real Brain Upgrade?

Ever wonder if slapping external data on your LLM is fooling you into thinking it's smarter? Spoiler: it's not rewiring the model.

4 min read 2 weeks ago
Split-screen video: text-only generic kayak pan vs. VRAG realistic beach kayak animation
AI Business

Amazon's VRAG Pipeline Turns RAG Magic on Video Generation

Video AI was stuck dreaming up fuzzy fantasies from text alone. Amazon's new VRAG pipeline flips the script, yanking real images via RAG to spawn hyper-real clips that actually match your vision.

3 min read 2 weeks ago
Diagram showing RAG pipeline: query to retriever to LLM generation with citations
AI Hardware

RAG: AI's Court Clerk Hack That's Everywhere – Except Where It Counts

Hundreds of research papers have piled onto RAG since its 2020 debut. But after two decades watching Valley hype cycles, I'm asking: does this actually fix LLMs, or just kick the can?

4 min read 2 weeks ago
Line chart of hallucination rates dropping sharply after implementing RAG and citations in production LLM apps
AI Hardware

Hallucinations in Production LLMs: 7 Fixes That Stick, Backed by Real Deployments

A bank's chatbot hallucinates a refund policy, sparking chaos. Here's how pros tame LLMs in the wild with data-driven defenses that actually hold up.

3 min read 2 weeks ago
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