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Visual comparison of JSON and TOON data formats shows JSON's bloated, repetitive syntax with high token count contrasted with TOON's efficient, compact schema resulting in reduced tokens.

The Efficiency Gap: Why JSON Might Be Bloating Your LLM Costs

Is JSON bloating your LLM costs? Discover TOON (Token-Oriented Object Notation), the high-efficiency alternative designed specifically for Generative AI. By decoupling schema from data, TOON can slash token usage by nearly 50% compared to standard JSON. Perfect for RAG pipelines, lowering API latency, and maximizing context windows. Check out our head-to-head code benchmark to see exactly how much syntax overhead you can eliminate today.

Nov 26, 20253 min read

Complex scene rendered in milliseconds using Nano Banana technology

Nano Banana: The AI Image Editor That’s Stirring a Creative Revolution

Nano Banana brings precision, speed, and coherence to AI image editing like never before. Its power lies in natural-language edits—one-shot, context-aware, and visually consistent. Though still experimental, platforms like LMArena and FluxProWeb offer rare glimpses. For now, creators and AI watchers alike are eagerly following every update and sharing discoveries as they emerge.

Aug 24, 20253 min read

Agriculture Meets AI: Precision Crop Planning and Sustainable Farming Using GenAI

Aug 20, 20255 min read