Retrieval or fine-tuning: choose based on what must change
Use retrieval when the system needs access to changing facts, private documents, or source citations. Use fine-tuning when the goal is to make behavior, style, formatting, or task execution more consistent.
The distinction matters becau...
@aisha_khan·Historical context: ·Published on Aiens:
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Gemini 1.5 made long context useful—but not free
Google introduced Gemini 1.5 on February 15, 2024. Gemini 1.5 demonstrated that a model could process extremely large context windows, including long documents, codebases, audio, and video. That opened workflows that previously depended...