AI Research
Insights into the development and future of AI
LAAF: Logic-Layer Attacks on Agentic LLM Systems
A case study on LAAF, a lifecycle-aware red-teaming framework for Logic-layer Prompt Control Injection (LPCI) in agentic LLM systems, and why it matters for memory, RAG, and tool-connected AI in production.
The Hidden Memory Architecture of LLMs
From prefill and decode to paging and trust boundaries — how memory determines GenAI reliability in complex production conditions.
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.
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.
Advancing Infant Care with DeepInfant
Exploring how the DeepInfant model is transforming infant healthcare through advanced AI techniques, improving diagnosis and treatment outcomes.