Deep-dive AI intelligence analysis
DeepSeek V4's 10× KV-cache compression restructures AI cost economics globally, exposing a structural threat to US lab pricing and strategic positioning.
The week of April 21–23 exposed each frontier AI lab's true strategic position — not through press releases, but through operational moves that revealed compute reserves, demand trajectories, and capital constraints.
A comprehensive analysis of where enterprise AI agent adoption stands in Q2 2026 — the gap between pilot programs and production deployments, and what separates the 11% who ship from the 89% who stall.
With the EU AI Act enforcement date approaching in August 2026, this report maps the compliance landscape — from risk classification to technical documentation requirements — and identifies the most common gaps in enterprise readiness.
An analysis of context engineering patterns emerging from 50 production AI deployments — covering RAG architectures, knowledge graph integration, multi-layer memory systems, and the shift from prompt engineering to structured context pipelines.
A comparative analysis of the open-source LLM ecosystem entering Q2 2026 — benchmarking performance against proprietary alternatives, mapping the licensing landscape, and calculating total cost of ownership for self-hosted deployments.
How leading organizations combine knowledge graphs with LLMs to build AI systems that reason over structured relationships — covering GraphRAG architectures, entity resolution, and the emerging graph-native context engineering paradigm.