Research catalogue
Publications
127 open-access publications for people responsible for cloud control evidence.
From the desk
127 publicationsQwen3.8-Flash-Next and GLM-5.3-Flash share a 3:1 long-context pattern
Both models replace most conventional attention layers with recurrent state and reserve sparse attention for periodic retrieval. Their differences lie in where they place capacity, how much neural computation they activate, and what their serving stacks must keep trustworthy.
AI systems · Resilience · By Umair Akbar and Ahmed ElshekhThe permission path you didn’t review
Cross-account trust rarely fails at the obvious policy. The risk lives in the path between identities, conditions, and inherited access.
Identity & access · AWS · By Umair Akbar and Ahmed ElshekhCloud logs that never reach the SIEM
A dashboard can be healthy while the evidence behind it is incomplete. Coverage needs to be tested from event creation to searchable record.
Detection & response · AWS / Azure / Google Cloud · By Umair Akbar and Ahmed ElshekhWhat changes when static keys disappear
Workload identity removes a secret, but it also moves trust into issuers, claims, audiences, and runtime attachment points.
Identity & access · Workload security · AWS / Azure / Google Cloud · By Umair Akbar and Ahmed ElshekhFive Kubernetes events your cloud trail will not explain
Cloud control-plane logs tell you who changed the cluster. They do not fully explain what happened inside it.
Detection & response · Workload security · Kubernetes · By Umair Akbar and Ahmed ElshekhThreat-model the system around the model
The model endpoint is one component. The consequential paths often run through retrieval stores, orchestration identities, evaluation data, and operator tools.
AI systems · AWS / Azure / Google Cloud · By Umair Akbar and Ahmed ElshekhRecover the control plane before you need it
A recovery plan that depends on the compromised identity system is an aspiration. Build and test an independent administrative path.
Resilience · Identity & access · AWS / Azure / Google Cloud · By Umair Akbar and Ahmed Elshekh