CISA’s latest consolidated advisory package is a stark reminder that industrial control systems (ICS) remain a high‑value target for attackers and a bridge between operational technology (OT) and enterprise IT — the agency published a bundle of seven ICS advisories that name multiple widely...
Azure’s new Agent Factory blueprint reframes trust as the primary design constraint for enterprise agents and presents Azure AI Foundry as a layered, identity‑first platform that combines identity, guardrails, continuous evaluation, and enterprise governance to keep agentic AI safe, auditable...
agent
ai enabled pc
android on pc
azure ai
byo storage
data security
defender xdr
entra id
eu ai act
google chrome os
governance and compliance
groundedness checks
identity management
microsoft azure
networkisolation
nist rmf
observability
opentelemetry
prompt injection
prompt shields
pyrit
qualcomm snapdragon
red team testing
windows ai foundry
Cloud providers’ quiet September preview windows have turned into a loud signal to enterprise IT: the next phase of cloud AI isn’t just about model accuracy — it’s about network isolation, governance, flexible deployment, and measurable quality controls that let generative AI move safely from...
aiops
bedrock
cloud ai
data ingestion
enterprise ai
enterprise security
google gemini
governance
gpt-oss
knowledge base
mlops
model governance
networkisolation
open models
provenance logs
regulatory compliance
reinforcement fine-tuning
Cloud providers’ quiet September previews revealed a pivot: enterprises are no longer satisfied with raw model accuracy alone — they want platforms that deliver security boundaries, governance, and predictable operations so generative AI can safely move into production.
Background / Overview...
ai governance
auditability
batch api
data governance
data residency
deployment
embeddings
enterprise ai
gpt-oss
mixed model estates
mlops
networkisolation
open-weight models
openai
rbac
reinforcement fine-tuning
September’s quiet preview windows at the major cloud providers are shaping up to be one of the clearest signals yet that enterprise AI is moving from model-first experimentation into regulated, operational production—and the changes being previewed are less about raw model accuracy and more...
Cloud providers’ recent September preview releases from Microsoft, Amazon Web Services, and Google aren’t incremental feature drops — they’re a clear signal that enterprise expectations for cloud AI have shifted from “which model is best?” to “which platform makes models secure, auditable, and...
ai governance
auditability
azure ai
bedrock
cloud ai
embeddings
enterprise ai
google gemini
gpt-oss
liveness detection
networkisolation
open-weight models
reinforcement fine-tuning
vertex ai
Cloud providers’ September previews from Microsoft, Amazon Web Services, and Google offer a powerful — and practical — glimpse of how enterprise expectations are reshaping cloud AI: companies are no longer buying raw model performance alone, they are demanding network isolation, auditability...
batch embeddings
bedrock
data governance
document ingestion transparency
enterprise ai
gemini batch api
google cloud
governance
gpt-oss
knowledge base inspection
liveness detection
microsoft azure
networkisolation
open models
openai
reinforcement fine-tuning
security
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
batch api
batch embeddings
bedrock
cloud ai
cloud previews
data governance
data isolation
data sovereignty
embeddings
endpoint management
enterprise ai
gemini batch api
gen ai sdk
google gemini
governance
gpt-oss
industrial ai
ingestion logs
ingestion visibility
interoperability
knowledge base
liveness detection
mixed model estates
mlops
model governance
multi-cloud
networkisolation
observability
open models
open-source models
open-weight models
openai
perimeter security
private endpoints
production readiness
rbac
regional availability
regulatory compliance
reinforcement fine-tuning
rft
sdk migration
security
security isolation
tuning
vendor maturity
vertex ai
vertex ai sdk
CISA has added CVE-2025-5086 — a critical deserialization of untrusted data vulnerability in Dassault Systèmes DELMIA Apriso — to its Known Exploited Vulnerabilities (KEV) Catalog, citing evidence of active exploitation that elevates remediation priority under Binding Operational Directive (BOD)...
Rockwell Automation’s ControlLogix 5580 family has a newly republished advisory that raises the alarm for industrial operators: a remotely exploitable NULL pointer dereference in firmware version 35.013 can force a major nonrecoverable fault (MNRF) on affected controllers, producing a...
Bruker’s ACQUIFER HIVE tackles one of the most urgent chokepoints in modern microscopy: the continuous growth of big image data and the practical problem of moving, storing, processing and visualizing terabyte-scale experiments without tying up precious microscope time or fragmenting datasets...
acquifer hive
big data
bruker
data locality
data management
gpu acceleration
high-content imaging
hive
hive data
hive gpu
light-sheet
microscopy
multi-user
networkisolation
on-prem
raid
storage
streaming analytics
terabyte
Zero-trust is not an add-on for AI pipelines — it must be baked into the fabric of how data, models and orchestration talk to one another. In a recent InfoWorld piece, the author laid out a metadata-driven, zero-trust MLOps reference architecture on Azure that combines Microsoft Entra ID, Azure...
Siemens’ RUGGEDCOM APE1808 appliances carry high‑risk management‑plane vulnerabilities that can let an authenticated administrator—or an attacker who gains elevated credentials—execute arbitrary operating‑system commands and escalate local service privileges, creating a significant threat to...
Rockwell Automation’s ControlLogix EtherNet/IP communication modules have been publicly flagged for a high-severity vulnerability that, if left unaddressed, can grant remote attackers direct, low-complexity access to a running module’s memory — enabling memory dumps, arbitrary memory...
Siemens’ SIMATIC RTLS Locating Manager — the Windows-based server component that fuses UWB tag data into real-time location feeds — was the subject of a fresh security republishing on August 12–14, 2025 that calls out multiple mid-to-high severity flaws, including two newly tracked CVEs...
Windows Hyper‑V contains a vulnerability tracked as CVE‑2025‑48807 that, according to the vendor advisory, stems from improper restriction of a Hyper‑V communication channel to its intended endpoints and can be abused by an authorized attacker to execute code locally on an affected host. This...
I have create a virtual machine to replace an old Dell server. The old server has 4 network adapters, to connect to a regular network/internet, a fire protection network, a process control network, and a modbus/radio network. I installed 3 additional network cards to create 4 adapters on the...
Security has always been a crucial concern in enterprise technology, and the rapid proliferation of AI-driven solutions like Microsoft Copilot Studio raises the stakes significantly for organizations worldwide. At the recent Microsoft Build conference, the technology giant unveiled a host of...
agent security
ai compliance
ai governance
ai incident response
ai risks
ai security
ai threat landscape
ciso tools
copilot
data loss prevention
data security
enterprise security
identity federation
low-code ai
microsoft copilot
networkisolation
real-time monitoring
security visibility
In March 2025, the Cybersecurity and Infrastructure Security Agency (CISA) issued an important advisory regarding a vulnerability discovered in Schneider Electric’s EcoStruxure Panel Server. This technology serves as a backbone for contemporary industrial environments, empowering critical...
The landscape of industrial cybersecurity is evolving at a rapid pace, and recent advisories from authoritative bodies like CISA are crucial reading for any stakeholder in operational technology or critical infrastructure. Among the latest updates is a significant alert concerning...