Editorial
Writing
Research-backed stories and practical guidance on AI adoption, tools, costs, and the work of putting them into production.
Microsoft’s Two AI Bills: Why a Copilot Seat Is No Longer the Whole Budget
Microsoft is separating predictable employee access from metered agent work. A useful budget now counts accepted work, credit consumption, and the review that remains.
Pete Callahan · September 25, 2026
AI Coding Models Got Faster. Your Review Queue May Not.
New coding models finish more tasks with fewer steps, while GitHub is changing its default code-review effort. The buying case lives in merged changes, deployment stability, and reviewer load.
Riley Morgan · September 24, 2026
Voice AI Can Now Work Across Apps. A Service Team Still Needs a Recovery Plan.
New live voice models and connected-app controls make longer service tasks feasible. The operator’s test is resolution, escalation, and a clean recovery when the spoken request goes wrong.
Thomas Bennett · September 24, 2026
Sponsored Agents Are Coming to ChatGPT Ads. The Lead Handoff Will Decide the Return.
A sponsored conversation can answer a shopper’s question before the website visit. Buyers should measure whether it creates an accurate, consented, useful next step—not just another chat.
Dara Keating · September 24, 2026
ChatGPT for Word Is Arriving by Default. Decide Who May Use It Before October 1.
ChatGPT for Word can draft and revise inside the document. The practical decision is which files, users, approvals, and costs belong inside that new path.
Priya Subramanian · September 24, 2026
Six Months of Better AI Models: What Actually Changed for Business Teams
The spring-to-fall model releases improved computer use, professional work, and cost per task. The executive question is which workflow can now pass its acceptance test—not which benchmark won.
Dana Whitfield · September 24, 2026
AI Lead Routing Performance: Compare the System, Not the Demo
Lead-routing products look similar in a demo. The differences appear under dirty data, owner changes, capacity limits, and exceptions. Use this seven-metric replay test before choosing one.
Dara Keating · September 21, 2026
$2 Billion for Embedded AI Evaluation Still Needs an Independence Test
Anthropic and Accenture plan major investment in evaluators working inside frontier labs. Better access can improve scrutiny, but funding, reporting rights, and publication rules determine whether “independent” means anything.
Dara Keating · September 21, 2026
The EU’s AI Transparency Rules Are Live. Here Is the Deployment Check.
Article 50 transparency obligations began applying on August 2. The executive job now is to turn labels and disclosures into release controls across product, marketing, service, and internal automation.
Priya Subramanian · September 21, 2026
ChatGPT for Financial Services Changes the Data Contract, Not the Review Duty
OpenAI is putting licensed financial data, citations, models, and client-ready artifacts in one workspace. That removes integration work—and creates a procurement decision bigger than an AI seat.
Pete Callahan · September 21, 2026
Seven Hours Saved, More Work Stuck: AI Moved Science’s Bottleneck
Scientists report saving almost seven hours a week with AI, while validation and physical experimentation accumulate downstream. The executive lesson is to budget the bottleneck, not celebrate the shortcut.
Riley Morgan · September 21, 2026
Microsoft Licensed Copilot to 200,000 People. Usage Still Plateaued.
Microsoft’s newest customer-zero account is useful precisely because the rollout did not create value on its own. Here is what the selected results prove, what they do not, and the workflow test executives should borrow.
Dana Whitfield · September 21, 2026
Friar said jobs. Census said 2%.
On 15 September OpenAI CFO Sarah Friar said the company’s products limit how many people finance needs, then said the result is not fewer people but more work at the edge. Census finds reported employment decreases in 2% of AI-using firms.
Gary Stanton · September 16, 2026
Copilot is a tenant tax, not a second ChatGPT
Microsoft 365 Copilot is worth the seat if the work already lives in Word, Outlook, and Teams. It is an expensive way to buy another chat tab. Here is the seat math, and when to skip it.
Gary Stanton · September 16, 2026
The Seat-Cost Trap: Why Microsoft 365 Copilot Isn't Competing With ChatGPT Team
Three weeks ago, a director of operations bought Copilot licenses because finance said 'we already own Microsoft 365.' Two months later, her team was using ChatGPT on personal accounts anyway. Here's why that's not a product problem—it's a workflow problem.
Riley Morgan · September 15, 2026
Shadow AI Is Already Your Production Stack. Treat It Like One.
Your team has already solved the AI adoption problem—they've just done it without asking permission. Here's how to inventory what's running, contain what's dangerous, and convert it into legitimate competitive advantage in 30 days.
Priya Subramanian · September 15, 2026
Agents Are Not Automations: The Decision That Saves Ops Teams Six Months
Operations teams are deploying AI agents using automation logic—and breaking their systems within weeks. The fix isn't better tools. It's understanding where agents belong in your stack.
Jules Marchetti · September 15, 2026
Your Recruiters Already Pasted Resumes Into ChatGPT. Here's How to Govern It Before Legal Does.
Every recruiting team is already using AI to screen candidates—without contracts, audit trails, or explainability. The companies shipping fast aren't banning it. They're systematizing it.
Dara Keating · September 15, 2026
The Helpdesk Trap: Why AI Chatbots Fail and What Support Ops Should Deploy Instead
Most teams deploy chatbots to reduce support volume and end up paying for both the bot and the people anyway. The problem isn't the AI. It's the order of operations.
Thomas Bennett · September 15, 2026
Grok in Word is a subprocessor, not a muse
On 12 September Microsoft added Grok to Copilot in Word, Excel, and PowerPoint. SpaceXAI is on the subprocessor list. The admin switch is off by default.
Gary Stanton · September 15, 2026
The third time you rebuild the Zap, leave
Zapier is the right first automation seat. The third rebuild is the signal to move. Here is the job Zapier is for, the job Make is for, and the skip-if that keeps you from owning two graphs.
Gary Stanton · September 13, 2026
One writer, one editor, one claims list
Most writing stacks fail by buying three generators and no editor. Pick one model for drafts, one layer for cleanup, and a list of words Legal will not sign. Everything else is a subscription looking for a job.
Gary Stanton · September 11, 2026
Census said 5.4%. The new paper says 18%. Do not stack them.
CES-WP-24-16R put AI use at 5.4% of firms producing goods or services (Feb 2024). CES-WP-26-25 put it at 18% of firms in a business function (Nov 2025–Jan 2026). Census changed the question. Believe the survey. Do not write a fake series.
Gary Stanton · September 10, 2026
The Times case is about training, not your prompt
On 4 September, OpenAI, Microsoft, the New York Times, and a group of authors filed competing summary-judgment motions. That fight is about how the models were built, not a new rule for every prompt.
Gary Stanton · September 9, 2026