
NEAR AI's SGLang Breach: What Confidential Inference Could Not Protect
NEAR AI's November incident separates confirmed data theft from possible prompt exposure and shows why trusted inference software remains a security boundary.
TECHNOLOGY, SECURITY & INFRASTRUCTURE
Research and perspectives on AI, hardware, cloud infrastructure and security.
ARTICLES

New AMD Turin advisories distinguish cloud host protections from risks inside a VM. What the three flaws mean for tenants and hosting operators.

Apache HTTP Server 2.4.71 fixes a critical mod_http2 vulnerability. Understand affected versions, reverse proxy exposure and Linux distribution backports.

Citrix fixes 28 NetScaler ADC and Gateway vulnerabilities. Learn which builds are affected, why default configurations are exposed and how Console risk differs.

Learn how cross-zone traffic, internet delivery, replicas, cache hits and storage operations affect the complete cloud transfer bill.

Understand zonal and regional failures, shared control planes, recovery capacity and the limits of geographic redundancy.

Compare cloud SLA definitions, outage measurements, service credits and application-level SLOs with concrete examples.

Understand GPU and CPU attestation, key-release policies and the limits of confidentiality on hosted accelerators.

Compare regional storage promises, metadata, remote support access and sovereign cloud control planes.

Learn how DNS resolution, internet routing, CDN services and origin health produce different outage symptoms.