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 factory
ai enabled pc
ai foundry
android on pc
azure
azure ai foundry
byo storage
chrome os android
cross-prompt injection
data protection by design
defender xdr
entra agent id
eu ai act
governance and compliance
groundedness checks
identity management
networkisolation
nist rmf
observability
opentelemetry
prompt shields
pyrit
qualcomm snapdragon
red team testing
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...
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...
auditability
batch api
cloud ai governance
data governance
data residency
embeddings
enterprise ai
enterprise ai security
gpt-oss
managed deployment
mixed model estates
mlops
networkisolation
open weight models
open-weight models
openai compatibility
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 foundry
bedrock
cloud ai
cloud ai governance
embeddings
enterprise ai
enterprise ai security
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...
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
networkisolation
observability
open models
open-source models
open-weight models
openai compatibility
perimeter security
private endpoints
production ai
production readiness
rbac
region availability
reinforcement fine tuning
reinforcement fine-tuning
rft
sdk migration
security
security isolation
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)...
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
data streaming
gpu acceleration
high-content imaging
hive core
hive data
hive gpu
hive net
light-sheet
microscopy
multi-user
networkisolation
on-prem
raid 6
storage
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...
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 development security
ai governance
ai incident response
ai risk management
ai security
ai threat mitigation
ciso tools
copilot studio
data loss prevention
data protection
enterprise security
identity federation
low-code ai
microsoft copilot
networkisolation
real-time monitoring
secure ai platform
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...
Ok, so I am new around these parts but I have a reason for singing up here. I have a Dell Laptop with a bit of problems and I think I know how to proceed but would like to get some feedback from forum members before I go spend a lot of time repairing the laptop. First a statement of the...
32bit
64bit
community
dell laptop
feedback
forum
issues
laptop repair
networkisolation
operating system
plan
repair
security
software installation
sp1
technical support
troubleshooting
update
user experience
windows 7
I have two Win 7 x64 machines. They are on the same homegroup and are physically plugged into the same switch.
Each machine can see the other on the network, no problem.
Machine 2 can See and access shared folders on Machine 1, no problem'
Machine 1 can see the Machine 2, but whenever it...