Cloud providers’ September previews are not incremental checkbox updates; they are a clear signal that enterprises expect AI clouds to be more than high‑performance models — they must be secure, auditable, and operationally mature enough to run production workloads at scale.
Background...
agent assist
ai evaluation
ai governance
ai platforms
auditability
aws bedrock
azure ai
azure machine learning
batch api
batch embeddings
bedrock
cloud ai
cloud ai platforms
cloud previews
compliance
data governance
data isolation
data sovereignty
embeddings
enterprise ai
fine-tuning
gemini
gemini batch api
gen ai sdk
google gemini
governance
gpt oss
gpt-oss
ingestion logs
ingestion visibility
interoperability
knowledge base
knowledge bases
liveness detection
managed endpoints
mixed model estates
mlops
model governance
multi-cloud
network isolation
observability
open models
open-source models
open-weight models
openai compatibility
perimetersecurity
private endpoints
production ai
production readiness
rbac
region availability
reinforcement fine tuning
reinforcement fine-tuning
rft
sdk migration
securitysecurity isolation
vendor maturity
vertex ai
vertex ai sdk
Microsoft has assigned CVE-2025-53796 to a newly disclosed vulnerability in the Windows Routing and Remote Access Service (RRAS) that can cause a buffer over‑read / use of an uninitialized resource, allowing an attacker to disclose memory contents over a network; organizations that run RRAS as a...
Microsoft’s advisory identifies CVE-2025-54101 as a use‑after‑free vulnerability in the Windows SMBv3 Client that can be triggered over a network and may allow an attacker to execute arbitrary code in the context of the affected process. This is a serious client‑side remote code execution (RCE)...
Microsoft has published an advisory for CVE-2025-54096, a vulnerability in the Windows Routing and Remote Access Service (RRAS) that allows an out-of-bounds read and can be abused by a remote attacker to disclose sensitive information over a network — a high-priority fix for any server running...
Microsoft’s security team has published an advisory for an information‑disclosure bug in the Windows Routing and Remote Access Service (RRAS) — tracked as CVE‑2025‑53797 — describing an out‑of‑bounds / uninitialized‑resource read that can allow an attacker to obtain memory contents across the...
Microsoft’s advisory lists CVE-2025-53722 as a denial-of-service flaw in Windows Remote Desktop Services caused by uncontrolled resource consumption, allowing an attacker who can send requests over the network to exhaust resources and render RDS unavailable.
Background
Remote Desktop Services...