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Swami Gadila

Founder of Friday AI • 8h

Introducing the World's First Adaptive Context Window for Emotional AI Built by the Friday AI Core Technologies Research Team Most LLMs today work with static memory — 8K, 32K, maybe 128K tokens. But human conversations aren't static. Emotions evolve. Complexity shifts. We asked a different question: What if context could adapt in real time — just like the mind does? Today, we're proud to open our research preview: Adaptive Context Engine: A Scalable Framework for Emotional AI Systems Key breakthroughs: Logarithmic Context Scaling: Grow memory intelligently as emotional complexity increases Sparse Emotional Attention: Prioritize emotionally significant tokens Domain-Aware Compression: Tune memory precision per domain (e.g. healthcare vs. creative) Empirical Result: 4.4× faster inference, 67% lower memory, and context scaling up to 16,384 tokens In Development: Models scaling beyond 500,000 tokens — designed for cross-session memory, multimodal fusion, and longitudinal empathy This isn't a tweak. It's a new layer in AI infrastructure — context that doesn’t just grow, it responds. 🔍 Read the full research paper 📂 GitHub - 📧 Interested in partnerships or early access? contact@fridayai.fun Memory that feels. Context that adapts. — Friday AI

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