Will Kelly

The ROI conversation about AI tools would go faster if everyone admitted the baseline was already broken. #GenAI #TechIndustry #ContentOps

The fastest way to expose that your org has no content standards is to deploy an AI tool and watch what it does with what you've got. #GenAI #KnowledgeManagement

"We need AI to help us manage our knowledge." Cool. Who owns the knowledge management strategy? silence #EnterpriseAI #ContentOps

Enterprise AI implementation phases: 1) excitement 2) procurement 3) realizing your data is a crime scene 4) quiet regret 5) PowerPoint about lessons learned #GenAI

"Why isn't our AI tool surfacing the right content?" Have you MET your content? #Copilot #KnowledgeManagement

There's a whole genre of AI criticism that is itself written at a 6th grade reading level with zero original argument. The irony is not subtle. #Writing

Writers mad that AI produces commodity content: correct. Writers pretending their SEO listicles weren't already commodity content: bold strategy. #AIDebate

Global regulators say AI image tools don't get a free pass on privacy rules Watchdogs warn models that can generate realistic images of people must comply with data protection laws A global coalition of privacy watchdogs has fired a warning shot at the generative AI industry, saying companies churning out realistic synthetic images can't pretend that data protection rules don't apply.…

Global regulators say AI image tools don't get a free pass on privacy rules

"AI lacks originality" said the 47th writer to post the same Turing quote in their anti-AI think piece this week. #GenAI #ContentCreation

Your company bought an AI tool. Your SharePoint is a disaster. These two facts are now each other's problem. #Copilot #ContentOps #EnterpriseAI

Enterprise AI adoption isn't slow because the tools are bad. It's slow because the data, governance, and change management were never in place. Surprise. #Copilot #TechIndust

AI doesn't fix broken processes. It scales them at machine speed. Really hope those approval workflows and naming conventions were solid. #EnterpriseAI #TechIndustry #Copilot

Your AI tool is only as smart as your worst SharePoint folder structure. Congrats to everyone who named things "final_FINAL_v3_USE THIS." #Copilot #EnterpriseAI

The fastest way to discover your org has no content standards is to deploy an AI tool and watch it try to work with what you've actually got. #GenAI #KnowledgeManagement #ContentOps

The gap between "we bought Copilot" and "Copilot works" is approximately one underfunded IT project and six months of change management. #M365 #TechIndustry

Beyond vibe coding: the case for spec-driven AI development Vibe coding got us here. Spec-driven development is what comes next — if enterprises want AI-generated code they can actually maintain.

thenewstack.io/vibe-coding-...

Microsoft says Office bug exposed customers' confidential emails to Copilot AI | TechCrunch Microsoft said the bug meant that its Copilot AI chatbot was reading and summarizing paying customers' confidential emails, bypassing data-protection policies.

techcrunch.com/2026/02/18/m...

What the 'AI inflection point' means for journalism As artificial intelligence takes on more work in newsrooms, journalists can still thrive by focusing on authority over output.

www.fastcompany.com/91492550/wha...

A startup called Germ becomes the first private messenger that launches directly from Bluesky's app | TechCrunch Social network Bluesky now offers private messaging by integrating the startup Germ's E2E encrypted messenger natively in its app.

techcrunch.com/2026/02/18/a...

To Thrive in the AI Era, Companies Need Agent Managers As autonomous AI agents move from experimentation to execution, companies are discovering they need a new kind of leader to manage them. Drawing on examples from Salesforce and other large organizatio...

hbr.org/2026/02/to-t...

Amazon Pharmacy’s latest move could change how you get prescriptions filled The company plans to expand same-day prescription delivery to nearly 4,500 cities and towns by the end of 2026.

www.fastcompany.com/91491105/ama...

Why the economics of orbital AI are so brutal | TechCrunch A 1 GW orbital data center would cost roughly $42.4 billion — almost three times its ground-bound equivalent.

techcrunch.com/2026/02/11/w...

Google VP warns that two types of AI startups may not survive | TechCrunch As generative AI evolves, a Google VP warns that LLM wrappers and AI aggregators face mounting pressure, with shrinking margins and limited differentiation threatening their long-term viability.

techcrunch.com/2026/02/21/g...

"Our AI tool will pay for itself in 6 months." Based on what workflow analysis? What baseline? What measurement plan? Asking for the project that approved this. #EnterpriseAI

What Google just did to Nest is the one thing no company should ever do Back in October, Google ended software support for the original and second-generation Nest Learning Thermostats.

www.fastcompany.com/91479494/wha...

Preparing Your Brand for Agentic AI AI agents are transforming brand-consumer relationships. The authors explore how brands must adapt to a new retail environment in which consumers increasingly rely on generative AI for product researc...

hbr.org/2026/03/prep...

Anthropic releases Opus 4.6 with new 'agent teams' | TechCrunch The newest version of Anthropic's model is designed to broaden its capabilities and appeal, allowing for a greater variety of uses and customers.

Anthropic releases Opus 4.6 with new ‘agent teams’ techcrunch.com/2026/02/05/a... via @techcrunch

Is Your Workplace Set Up for AI Agents? AI’s true productivity gains require redesigning organizations, not merely adding AI to human-centered systems—much like factories once had to redesign around electricity. Current productivity estimat...

hbr.org/2026/01/is-y...

www.wsj.com/tech/ai/...