The "New Employee" Analogy

Why Multimodal Embedding fundamentally changes AI comprehension. Visualizing how Gemini 2 perceives business data vs the old method of "text summaries."

Legacy (Text-Only) Embeddings
Text Summarization (Lossy)
Low Context Grasp
Gemini Multimodal Embedding 2
High Native Grasp
Text/PDF
Images
Video
Lost Context / Hallucination