Switzerland’s bold Apertus release, new compact reasoning models from Nous Research, and a spate of open multilingual and on-device models this week underline a clear trend: AI is moving from closed, cloud‑only monoliths toward a more diverse ecosystem of open, efficient, and task‑specific...
agentification
ai safety
anthropic
apertus
copyright settlement
edge ai
embedding gemma
governance
hermes 4
hunyuan mt
hunyuan mt chimera
multilingual models
on-device ai
open models
open source ai
provenance
uncertainty
webwatcher
windows developers
Microsoft’s recent narrative — that an AI-first Azure is building an unassailable moat while Windows 11 becomes an “AI platform” — is both materially true and rhetorically optimistic; the data underpinning the claim is strong, but the timeline and some headline figures in the popular bull case...
AI chatbots are now answering more questions — and, according to a fresh NewsGuard audit, they are also repeating falsehoods far more often, producing inaccurate or misleading content in roughly one out of every three news‑related responses during an August 2025 audit cycle.
Background
The...
With the clock counting down to October 14, 2025, millions of PCs face a stark choice: upgrade to Windows 11, pay for a short-term safety net, or keep running an increasingly risky, unsupported Windows 10—while the debate over hardware compatibility, drivers and sustainability suddenly looks...
ai benchmarking
ai pcs
android tablets
asset inventory
azure virtual desktop
backup
bios/uefi
board governance
clean install
cloud adoption
cloud pc
cloud pcs
cloud productivity
compliance
consumer esu
cybersecurity
cybersecurity patch
data governance
device benchmarking
device migration
dex desktop mode
digital employee experience
driver compatibility
driver signing
e-waste
e-waste debate
end of life
end of support
end of support 2025
end user migration
enterprise it
enterprise policies
esu
esu enrollment
esu license
esu program
extended security updates
fleet management
forever-day
governance
hardware compatibility
hardware upgrade
hybrid identity
identity security
in-place upgrade
insuranc e risk
ipad tablets
it governance
it migration
it procurement
lateral movement
lenovo tab p12
lightweight mobility
linux alternatives
media creation tool
microsoft policy
microsoft rewards
migration
migration planning
model management
oem drivers
on-device ai
onedrive storage
oneplus pad 3
open driver debate
open source drivers
patch management
pc health check
phased rollout
productivity tablets
remote desktop
risk management
roi
samsung galaxy tab s9
secure boot
security
security patches
small business it
sustainability
system image
tablets vs laptops
tco
threat intelligence
tpm 2.0
upgrade guide
usb installation
vdi
windows 10
windows 10 end of life
windows 10 end of support
windows 11
windows 11 requirements
windows 11 upgrade
windows 365
windows backup
windows update
Mobile usage of AI assistants has taken a measurable lead over desktop in recent months, with Comscore reporting mobile reach for AI tools rising to 73.4 million users (a 5.3% increase) while PC usage fell roughly 11.1%, and the largest mobile growth rates concentrated in Microsoft Copilot...
ai adoption
ai assistants
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android
chatgpt
cloud compute
comscore
copilot
cross platform
cross-platform
data governance
device preloads
digital analytics
enterprise it
enterprise software
gemini
governance
latency
measurement
mobile ai
mobile usage
mobile ux
multimodal
panel data
panel measurement
privacy
user loyalty
windows
Generative AI has arrived in the boardroom and the break room alike — but the difference between headlines and hard outcomes is leadership, disciplined execution, and the work of adoption that too many organizations still underestimate. A recent event preview and podcast discussion that...
adoption dashboards
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ai adoption
ai agents
azure ad entra
center of excellence
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copilot
customer zero
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digital transformation
dynamics 365
governance
identity management
leadership summit
microsoft 365
microsoft copilot
pilot programs
roi
shelfware
How AI is making companies sound, act, and even strategize the same — and what to do about it
Note: I could not load the Fast Company page directly (site protections/paywall), so this piece synthesizes the Fast Company thesis as reported elsewhere, reporting on the academic literature, industry...
adversarial prompting
ai in business
ai tools
authenticity
brand voice
branding
business sameness
competitive strategy
copilots
creative diversity
data governance
differentiation
governance
marketing strategy
organizational culture
product differentiation
prompt engineering
proprietary data
workplace ai
Microsoft’s internal pricing playbook for Copilot appears to be getting a major rewrite that will materially lower the sticker price for many enterprise customers while shifting the company’s long-term monetization toward consumption-based agent billing and a centralized “agent management”...
The UK Department for Business and Trade’s three‑month pilot of Microsoft 365 Copilot returned a cautious but informative verdict: users reported high satisfaction and clear wins on text‑based tasks, yet the measurable productivity gains were small, use‑case dependent, and offset in places by...
accessibility
accuracy
ai governance
cross-government
data governance
dbt evaluation
diary study
environmental impact
governance
hallucinations
m365 copilot
microsoft copilot
pilot study
procurement
public sector
roi
telemetry
time savings
uk government
user satisfaction
Microsoft’s AI unit has publicly launched two in‑house models — MAI‑Voice‑1 and MAI‑1‑preview — signaling a deliberate shift from purely integrating third‑party frontier models toward building product‑focused models Microsoft can own, tune, and route inside Copilot and Azure.
Background...
15k gpus
ai governance
ai orchestration
ai safety
ai-infrastructure
ai-ops
azure
cloud-services
copilot
data provenance
data-residency
foundation models
frontier models
governance
gpu
h100 gpus
in-house ai
inference-costs
mai
mai-1-preview
mai-voice-1
microsoft
moe
multi-model
openai
orchestration
privacy
product strategy
speech synthesis
telemetry
tts throughput
windows
Microsoft has quietly added a new diagnostic aimed at keeping Copilot agents working reliably inside Microsoft Teams: the Copilot Agent Functionality Diagnostic — a customer-facing validator now accessible through Microsoft’s diagnostic surfaces and designed to surface licensing, permission, and...
Microsoft has quietly moved a major piece of its AI productivity stack out of the browser and into the Windows shell: eligible Microsoft 365 subscribers can now invoke Copilot file actions directly from File Explorer and the OneDrive Activity Center, letting users summarize documents, ask...
In January, security researchers at Aim Labs disclosed a zero-click prompt‑injection flaw in Microsoft 365 Copilot that demonstrated how a GenAI assistant with broad document access could be tricked into exfiltrating sensitive corporate data without any user interaction—an attack class that...
Microsoft’s push to fold generative AI into everyday file management just moved a major step closer to most Windows users: Microsoft 365’s Copilot is now integrated with OneDrive inside Windows, letting subscribers invoke Copilot actions from File Explorer and the OneDrive Activity Center on the...
Microsoft’s message to founders is simple and forward‑looking: GPT‑5 is now part of Azure’s production stack, and Azure AI Foundry packages the model family, routing, safety controls and deployment plumbing startups need to move from experiment to revenue‑grade product quickly. The announcement...
Microsoft’s internal IT organization has completed one of the most ambitious cloud migrations in corporate history — moving virtually all employee-facing systems into Azure and reshaping how the company thinks about operations, security, and engineering at scale. The transition, driven by...
Microsoft Digital’s Employee Productivity Engineering (EPE) team faced a deceptively simple-sounding question with outsized implications: should we build on Microsoft Dataverse — the low-code data platform native to the Power Platform — or rely on Microsoft SQL Server and its mature relational...
WinGet has quietly become one of the most practical productivity tools in a Windows 11 power user's toolbox — not just for installing apps, but for managing whole system states, enforcing upgrade policies, and automating maintenance. A recent MakeUseOf piece showed four simple WinGet workflows —...
Microsoft’s AI unit has shipped two first‑party foundation models — MAI‑Voice‑1 and MAI‑1‑preview — marking a clear acceleration of in‑house model development even as the company continues to integrate and promote OpenAI’s frontier models such as GPT‑5 across its product stack. The launches are...
ai assistants
ai market trends
ai mobile usage
blackwell
chatgpt
cloud revenue
cloudcomputing
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copilot
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device distribution
edge
enterprise
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foundationmodels
gb200
google gemini
governance
gpus
h100
in-house-ai
mai-1-preview
mai-voice-1
measurement methods
microsoft
microsoft 365
mixture-of-experts
mobile growth
moe
multimodel
orchestration
platform bundling
privacy governance
referral traffic
safety
statcounter
windows
windows users
The City of Montréal has quietly turned a classic municipal pain point—finding timely information on services, schedules and rules—into a 24/7 conversational surface by deploying a virtual agent built with Microsoft Copilot Studio that now answers citizen questions across the city’s public...
api integration
bilingual
citizen services
copilot studio
cybersecurity
dashboards
data governancegovernance
hybrid ai
knowledge grounding
library hours
low-code
multilingual
municipal ai
power bi
privacy
public sector
telemetry
waste schedule
workflow automation