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AI Research

Insights into the development and future of AI

LLM inference pipeline showing prefill and decode phases with KV cache memory behavior
·29 min

The Hidden Memory Architecture of LLMs

From prefill and decode to paging and trust boundaries — how memory determines GenAI reliability in complex production conditions.

Scales of justice symbolizing fairness in AI
·8 min

AI Bias and Skytells' Debiasing Solutions

A detailed case study on the risks of biased data in AI decision-making, using the COMPAS system as an example, and how Skytells' debiasing tools help ensure fairness.

A robotic arm symbolizing AI evolution
·20 min

Elevating Code Quality with AI-Driven Agentic Systems

A case study exploring how Skytells is enhancing coding quality using AI-driven agentic systems like DeepCoder, Eve AI Assistant, and the DeepBrain Model.

Caregiver using AI technology to understand infant needs
·10 min

Advancing Infant Care with DeepInfant

Exploring how the DeepInfant model is transforming infant healthcare through advanced AI techniques, improving diagnosis and treatment outcomes.