The work,
published.
Research-backed writing on AI workforce transformation, corporate adoption, proficiency frameworks, and the Indiana AI ecosystem. Data before opinion. Practitioner perspective, not academic theory.
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June 27, 2026
A $1 Billion Fund Just Named the Real AI Problem: Your Workforce
Holcomb and Raimondo launched RAISE US, a $1B AI workforce fund. What it means for your business and where to start this month.
AI Readiness -
June 27, 2026
The People Using AI the Most Are the Least Worried About Their Own Jobs
Anthropic's new Economic Index finds the heaviest AI users feel most secure about their pay and jobs. What that means for building an AI-capable team.
AI Workforce -
June 26, 2026
Salesforce Is Putting Stores Inside ChatGPT. Here Is What a Small Shop Should Take From It
Salesforce is putting stores inside ChatGPT. Here is what a small business should take from it, and the free first step you can start this week.
AI Readiness -
June 26, 2026
Is Your Business Data Safe With Claude? The Honest 2026 Answer
On a commercial Claude plan, Anthropic does not train on your data, encrypts it, and certifies it. Here is how to verify every claim yourself.
AI Readiness -
June 26, 2026
How to Fact-Check What AI Tells You (A Routine You Can Run in a Few Minutes)
A few-minute routine to fact-check AI answers: make the tool show its sources, scan for red flags, ground it with search, verify your riskiest claim.
AI Readiness -
June 25, 2026
OpenAI's Record & Replay: Show a Task Once, Get a Reusable Skill
OpenAI's Record & Replay turns a task you show once into a reusable skill. Why it works, where it breaks, and the lesson to use this week.
AI Readiness -
June 25, 2026
Claude Tag: AI Goes From Tool You Open to Teammate
Anthropic's Claude Tag lets teams tag @Claude in Slack like a coworker. The skill that pulls people ahead is now delegation. Here is what to do.
AI Readiness -
June 25, 2026
AI Is Rebuilding the Entry-Level Job, Not Erasing It: What 750 HR Leaders Told Cognizant and Pearson
750 HR leaders told Cognizant and Pearson the entry-level job is being rebuilt around judgment, not erased. What it means for AI-ready teams.
AI Workforce -
June 24, 2026
Does AI Make Mistakes More Than Humans Do? An Honest 2026 Comparison
AI makes mistakes and so do people. The honest comparison is task by task: on grounded work the best models now rival skilled humans.
AI Readiness -
June 24, 2026
AI Training in Indiana and the Louisville Metro: Where to Start in 2026
Where to get AI training in Indiana and the Louisville metro in 2026, what Google AI Essentials covers, and how to keep going after the basics.
AI Readiness -
June 24, 2026
Shopify's Spring '26 Update Answers One Question Every Owner Should Ask: Can an AI Read Your Business?
Shopify's Spring '26 update shows AI searches convert 2x with structured data. The question for any owner: can an assistant read your business?
AI Readiness -
June 24, 2026
AI Is Ready. The Workflow Isn't. Thomson Reuters Puts a $143 Billion Price on the Lag
Thomson Reuters' 2026 report: 74% use AI weekly but 91% say their firm falls short, putting $143B at risk. The bottleneck is workflow, not tools.
AI Readiness -
June 23, 2026
How to Train AI to Sound Like You (A 15-Minute Setup You Do Once)
Teach AI your writing voice in about fifteen minutes. A few rules, a couple of samples, saved once so every draft starts sounding like you.
AI Readiness -
June 23, 2026
AI Chatbots Are Becoming How Customers Find You. A New Reuters Study Shows the Shape of It.
A Reuters Institute study shows people get answers inside AI chatbots and rarely click through. What it means for getting your business found.
AI Readiness -
June 23, 2026
Microsoft Just Put a Price Tag on Every AI Task. What That Changes for Your Budget.
Microsoft's Work IQ API now bills AI usage through Copilot Credits. What metered pricing means for your budget and who should own the meter.
AI Readiness -
June 23, 2026
Almost Everyone Has Heard of AI. Far Fewer Feel Ready to Use It.
Pew's 2026 survey: 96% have heard of AI, only 18% feel confident using it. Why the heaviest users worry most, and how to build measured skill.
AI Readiness -
June 22, 2026
AI Just Became the Top Reason for Job Cuts. The Numbers Underneath Are More Useful Than the Headline.
AI topped the layoff reasons in March 2026, but 59% of companies admit using AI as cover. Here is the more useful read for leaders.
AI Workforce -
June 22, 2026
Almost Every Large Company Uses AI. Only 1 in 10 Has Made It Core to How They Run.
73% of large companies use AI regularly. Only 10% say it is core to operations. Why adoption is easy and integration is the real work.
AI Readiness -
June 20, 2026
Illinois Just Made AI Part of Employment Law. Here's What Business Owners Need to Know.
Illinois added AI to its employment law as of January 1, 2026. A plain-English guide to HB 3773, BIPA, and six steps business owners should take.
AI Policy -
June 19, 2026
ChatGPT Can Now Run Work While You Sleep: A Plain Guide to Scheduled Tasks
ChatGPT now runs scheduled tasks on its own clock. A plain guide to reminders, recurring jobs, and quiet monitoring for busy owners.
AI Readiness -
June 19, 2026
How to Build a Claude Project (A Reusable Workspace That Remembers Your Context)
Build a Claude Project in about fifteen minutes. A reusable workspace with standing instructions and files, so you stop re-explaining your context.
AI Readiness -
June 18, 2026
KPMG Pulled Its Own AI Report After 40 of 45 Sources Came Back Wrong
KPMG pulled its own agentic AI report after 40 of 45 citations proved wrong. The cause was a missing human review step, not the AI tool.
AI Readiness -
June 18, 2026
When an AI Agent Acts on Its Own, Can You Trace What It Did?
A Kore.ai survey says 72% of enterprises run AI agents with unmanaged risk. Here is the cheap, no-developer way a small business can govern one.
AI Readiness -
June 17, 2026
Gmail Now Drafts Emails in Your Voice. Here's What's Free and What You Pay For.
Gmail's Gemini upgrade drafts email in your voice. Here is what is free, what is paid, and how to test whether the upgrade is worth it.
AI Readiness -
June 16, 2026
Visa Just Connected Its Payment Network to ChatGPT. Here's What Small-Business Owners Should Set Up First
Visa linked its payment network to ChatGPT so AI agents can buy for you. Set your spending limits and approval rules before handing over a card.
AI Readiness -
June 15, 2026
AI Keeps Getting More Useful for Small Businesses, and You Don't Have to Rush It
There is no single AI adoption number for small business. The calm read: steady, owner-paced adoption with real benefits. Start with one weekly task.
AI Readiness -
June 14, 2026
Google Just Made Your Business Profile Talk to AI in One Tap
Google now lets small business owners link their Google Business Profile to Gemini in one tap. What it does, and where you keep control.
AI Readiness -
June 13, 2026
Uber Burned Through Its Whole-Year AI Budget in Four Months. Here Is What It Did Next.
Uber spent its 2026 AI budget in four months, then capped spending. The deeper lesson: design the workflow before you scale it.
AI Readiness -
June 12, 2026
What Claude Corps Reveals About the AI Economy
In eleven days Anthropic filed to go public, asked the industry for a way to pause, and spent $150M placing trained people in nonprofits. Read the moves together. The tell is one word: if.
AI Readiness -
June 12, 2026
Why the Government Suspended Anthropic's Fable and Mythos
On June 12 the US government ordered Anthropic to switch off Fable 5 and Mythos 5 for every user, hundreds of millions of people, over one suspected jailbreak. What the first kill switch on frontier AI means for you.
AI Readiness -
June 11, 2026
Carnegie Mellon and Accenture Built a Free AI Maturity Model. Here Is What It Tells Leaders.
SEI and Accenture released a free AI Adoption Maturity Model with five levels and eight dimensions. Here is what it tells leaders about scaling AI.
AI Readiness -
June 9, 2026
How to Have AI Write Your PRD Before It Writes a Line of Code
The plan comes before the build. Have your AI tool interview you and write the PRD first, so it builds what you meant. The method, copy-paste prompts, a reusable skill, and a worked example.
AI Readiness -
June 8, 2026
IBM Study: Accountable for AI You Don't Fully Control
IBM's 2026 CxO Study finds 67% of CIOs and CTOs are accountable for AI they cannot fully control. What the numbers mean and how to get ready.
AI Readiness -
June 8, 2026
You Don't Need Silicon Valley to Play in the AI Sandbox
The hard AI skill keeps moving, from prompts to context to agents to loops. You do not need to be in San Francisco to do this work. Here is how to tell a real AI advisor from one who only talks about it.
AI Readiness -
June 7, 2026
Your AI Assistant Has 5 Parts (Here's What Each One Does)
A plain-English guide to the five parts of a working AI assistant: Memory, Voice, Skills, Autopilot, and the Loop. What each one does, and how to put them to work.
AI Readiness -
June 7, 2026
The AI Adoption Number That Almost Doubled Overnight
AI adoption surveys disagree wildly. How you ask, not just whether you use AI, shapes the number. What it means for measuring your own team.
AI Readiness -
June 7, 2026
Claude App vs Cowork vs Claude Code: What Each One Is
A side-by-side guide to Claude's surfaces: Chat, Cowork, Claude Code, and Routines, plus where each one runs and when to use it.
AI Readiness -
June 7, 2026
The New Federal AI Executive Order: What It Asks of Business Leaders
The June 2026 federal AI executive order, explained for business leaders: what it asks, what stays voluntary, and what to do now.
AI Policy -
June 7, 2026
How to Set Up Your First Claude Project
Create a reusable workspace where Claude already knows your role, your context, and your files. A fifteen-minute setup, step by step.
AI Readiness -
June 7, 2026
Getting Started with the Claude App
Set up the Claude desktop app in about fifteen minutes: download, the Chat, Cowork, and Code modes, connect a tool, and run your first task.
AI Readiness -
June 6, 2026
88% of Companies Are Already Using AI Agents. Only 7% Are Ready to Run Them.
Veeam found 88% of companies already use AI agents but only 7% are AI-ready. The difference is trusted data and clear ownership of risk.
AI Readiness -
June 6, 2026
Connecticut Just Made Your Hiring Software a Disclosure Obligation
Connecticut's CART Act makes employer AI hiring tools a disclosure duty and ends their use as a defense to bias claims. What leaders should do now.
AI Policy -
June 6, 2026
What an AI-Powered Company Actually Looks Like (and How to Build One)
An AI-powered company runs on workflows someone designed, owns, and governs, with a workforce trained to run them. Why the tool stack is the smallest part, and how to build the rest.
AI Readiness -
June 6, 2026
Why 95% of AI Projects Fail (and the One Thing the 5% Do Differently)
Most AI projects fail for a reason that has little to do with the model. The work was never designed for AI. What breaks, and the one learnable thing the 5% do differently.
AI Readiness -
June 5, 2026
Mayo Clinic and Microsoft Build a Healthcare AI Model
Mayo Clinic and Microsoft are building a frontier AI model for healthcare. Here is what their careful approach teaches your business.
AI Readiness -
June 4, 2026
Copilot Can Now Act Inside Your Documents by Default. Here Is How to Stay in Charge of It.
Agentic Copilot is becoming the default inside Word, Excel, and PowerPoint. Here is how to stay in charge of an AI that acts in your files.
AI Readiness -
June 4, 2026
The U.S. Is Winning the AI Adoption Race. The Receipts Are Starting to Show.
U.S. companies lead AI adoption but face steep costs. What Uber's blown AI budget teaches about usage limits and tracking cost per outcome.
AI Readiness -
June 4, 2026
Bots Now Outnumber Humans on the Web. What That Means for Your Agency.
Cloudflare Radar shows bots now make up 57.5% of HTTP requests to HTML pages, compared with 42.5% for humans. Here is what the agentic web means for agency owners and the SEO they sell.
AI Workforce -
June 3, 2026
How to Write a Skills File for Claude (So You Only Explain It Once)
Stop re-explaining the same task to Claude. A skills file tells it how you want a task done, once. Here is how to write your first one in about fifteen minutes.
AI Readiness -
June 3, 2026
How to Write Your First AGENTS.md (One File That Tells AI Tools How Your Project Works)
Write your first AGENTS.md: one plain-markdown file that tells AI coding tools how your project works. A 15-minute step-by-step guide.
AI Readiness -
June 2, 2026
Clinicians Are Using AI Every Day. The Survey Worth Reading Is About What They're Afraid of Losing
Clinician AI use is surging, but 74% fear losing critical thinking. The Wolters Kluwer deskilling survey, explained for any team adopting AI.
AI Readiness -
June 2, 2026
AI Sounds Sure of Everything. The Answer That Burns You Is the One You Don't Check.
AI states a shaky guess and a verified fact in the same sure voice. Four verification habits, and the skills behind them, you can run by hand.
AI Readiness -
June 2, 2026
Half of U.S. Workers Now Use AI at Work. The More Telling Number Is Who Uses It Daily.
Half of U.S. workers now use AI at work. The telling number is the split between daily users and everyone else. What to do if you feel behind.
AI Workforce -
June 1, 2026
Hands-Off Managers Are Stalling AI Adoption, Research Finds
FranklinCovey research finds 80% of managers are hands-off on AI. Here is why that stalls adoption and what people and managers can do next.
AI Readiness -
May 31, 2026
How Do I Write a Good AI Prompt? A 2026 Guide
I built a prompting framework, then ran into a wall. Here is what changed, what survived, and the plain five-part method that works in 2026.
AI Readiness -
May 30, 2026
Why Does AI Make Things Up? A 2026 Guide to Trusting AI
Why AI hallucinates, how often it happens, and the one habit that catches it before it costs you. Frustration is data.
AI Readiness -
May 29, 2026
One in Five: The 2026 Census Reality Check on AI Adoption
The U.S. Census Bureau measured AI use: 19.8% of businesses reported using it in a business function. Here is what the numbers say about size, sector, and next steps.
AI Readiness -
May 26, 2026
S. 3586: Sen. Young's AI for Mainstreet Act and the SBDC Channel for Indiana
S. 3586 amends the Small Business Act to require SBDCs to assist small businesses with AI. No compliance burden. Indiana SBDC network is the delivery channel.
AI Policy -
May 25, 2026
AI Adoption Is Up. Confidence Is Down. What 13,918 Workers Just Told Us.
ManpowerGroup surveyed 13,918 workers: AI usage rose 13% while tech confidence fell 18%. What the AI confidence collapse means for how you build workforce capability.
AI Workforce -
May 25, 2026
How Do I Start Using AI at Work? A 2026 Beginner's Guide
A plain-English guide to starting AI at work in 2026. One real task, one tool, one week. No prompt engineering required.
AI Readiness -
May 25, 2026
What Gemini Got Wrong About Jeff Dunham's AI Story
I asked Gemini if Jeff Dunham used Midjourney in his last special. It said yes, cited sources, then invented four more when challenged. A field guide for CEOs on verifying AI sources.
AI Readiness -
May 25, 2026
What the Vatican's New AI Encyclical Says to Every CEO
Pope Leo XIV's Magnifica Humanitas refuses the for-or-against question on AI and names a different one: Babel or Jerusalem. Five paragraphs every executive should read this week, plus how they map to The 7 Levels of AI Proficiency.
Faith -
May 24, 2026
What Is AI Proficiency? A Complete Guide for 2026
The measurable performance layer of AI capability. A complete guide to AI Proficiency, The 7 Levels framework, how it is measured, and why CEOs are being asked.
AI Readiness -
May 24, 2026
The AI Disclosure Audit: What the NTSB Spectrogram Means for CEOs
A federal docket release plus a 42-year-old algorithm just reset what every public-disclosure regime can safely release. Run the 30-minute audit before your board asks.
AI Governance -
May 23, 2026
Performative AI Governance: 6 Tests From the New CARMA Paper
A new paper from RAND and the Future of Life Institute warns that most AI governance arrangements only look adaptive. Six diagnostic tests separate genuine governance from the performative kind, and they apply directly to your AI committee.
AI Governance -
May 22, 2026
AI Talent Readiness Shortfall: What Deloitte's 2026 Data Reveals
Only 20% of surveyed organizations say their talent is highly prepared for broad AI adoption. Deloitte surveyed 3,235 leaders. Here is what the access-vs-ability split means for CEOs.
AI Readiness -
May 22, 2026
Replacement vs Readiness: Two AI Markets for 2026
Two AI markets are forming in 2026. One sells automation and headcount reduction. The other sells human capability. A 2026 guide for CEOs.
AI Readiness -
May 22, 2026
Meta Cut 8,000 Jobs. It Also Moved 7,000 Employees Toward AI.
Meta cut 8,000 jobs and moved 7,000 into AI roles. 48% of executives call AI adoption a disappointment. Here is what separates the two camps.
AI Workforce -
May 22, 2026
Which AI Should I Use? A 2026 Guide
Plain-English guide to picking the right AI for your task in 2026. Claude, ChatGPT, Gemini, Grok compared. The selection rule that survives model releases.
AI Readiness -
May 22, 2026
Career-Altering: What the Alabama AI Sanctions Order Means for Every Profession
On May 21, 2026, a federal judge suspended an Alabama attorney for AI misuse plus cover-up. The 34-page order separates AI use from AI misconduct, and gives every regulated profession the same warning.
AI Governance -
May 20, 2026
Will AI Take My Job? A 2026 Guide
An honest, data-backed answer to the most-Googled AI question of 2026. What Anthropic, Stanford HAI, Goldman Sachs, and McKinsey actually say.
AI Readiness -
May 20, 2026
What Are AI Agents? A 2026 Guide
What are AI agents, what can they do in 2026, and where do they sit in your job. A grounded guide for professionals who hear 'agent' every day.
AI Readiness -
May 20, 2026
The AI Super-User Divide: What the 2026 Data Reveals About Your Team
New 2026 survey data: leaders say AI super-users are 5X more productive and 3X more likely to get promoted. Here is what separates them on your team.
AI Workforce -
May 19, 2026
Google's New AI Search and Ask YouTube: A 2026 Guide
Plain-English guide to Google I/O 2026: the new intelligent Search box, Ask YouTube, and Information Agents. What working professionals should do this week to keep up.
AI Readiness -
May 19, 2026
What's Coming: Three Insights from Dennis Trinkle's AI Synthesis
Saturday night in Indianapolis, Dennis Trinkle gave 30 leaders his synthesis of the next 24 months of AI. Three of his insights map directly onto The 7 Levels of AI Proficiency.
AI Readiness -
May 18, 2026
Half of Your Team Uses AI. Only 12% Say It Changed the Work.
50% of US workers use AI at work. Only 12% say it transformed how they work. Gallup Q1 2026 data reveals the 9.3x manager effect behind the split.
AI Workforce -
May 17, 2026
The 67 Percent Factor: What Frontier Firms Do Differently With AI
Microsoft surveyed 20,000 workers across 10 countries. What separates the top AI companies from the rest has nothing to do with tools. It comes down to structure.
AI Readiness -
May 16, 2026
The AI Performance Divide: Why 74% of Value Goes to 20% of Companies
PwC studied 1,217 executives and found 74% of AI's economic value flows to just 20% of companies. The divide comes down to how they work, not which tools they use.
AI Readiness -
May 15, 2026
What BCG's New AI Workforce Research Means for Indiana Mid-Market CEOs
BCG analyzed 165 million jobs. 55% will be reshaped by AI in three years. Here is what Indiana mid-market CEOs need to measure first.
AI Workforce -
May 14, 2026
What Anthropic's Small Business AI Launch Means Beyond the Announcement
Anthropic launched Claude for Small Business on May 13, 2026. The access barrier dropped. When access stops being the barrier, proficiency becomes the question small businesses need to answer.
AI Readiness -
May 13, 2026
The 3% Problem: Why Your Company Adopted AI but Still Is Not Getting Results
New data from 443 million work hours shows only 3% of employees reach the AI productivity sweet spot. Here is what separates them from the 57% who do not.
AI Workforce -
May 12, 2026
Data Classification for AI Tools: A 5-Tier Framework for CEOs
34.8% of corporate data entered into AI tools is sensitive. Shadow AI breaches add $670K to incident cost. The 5-tier data classification framework Indiana CEOs can run in 30 days.
AI Governance -
May 12, 2026
AI Governance Maturity Model: 5 Stages, 7 Domains, 10-Minute Self-Assessment
The AI Governance Maturity Model places your organization on a 5-stage scale (Ungoverned to Strategic) across 7 domains. Self-score in 10 minutes. Per-stage advancement playbook with time and cost ranges.
AI Governance -
May 11, 2026
The Expert-Public AI Divide: What 39 Points Tell CEOs About Their Own Blind Spot
56% of AI experts expect positive long-term impact. 17% of the public agrees. The 39-point divide explains why professionals feel behind even when AI headlines say otherwise.
AI Readiness -
May 10, 2026
The Divide Between What AI Can Do and What It Actually Does
Anthropic studied its own usage data and found AI can do 94% of computer tasks in theory but only 33% in practice. That divide reveals where your team's proficiency counts most.
AI Workforce -
May 10, 2026
The 7 Domains of AI Governance: A Framework for CEOs
96% of organizations deploy AI. 26% have comprehensive governance. The 7 domains of AI governance map the operational discipline that closes the 70-point delta.
AI Governance -
May 10, 2026
Shadow AI Inventory: A 7-Step Discovery Operation
A seven-step discovery operation that surfaces every AI tool in use, classifies the risk, and locks the 90-day cadence. Built for the regulator question CEOs cannot yet answer.
AI Governance -
May 10, 2026
Human Oversight of AI Decisions: When Review Is Required and How to Design It
Stated trust and behavioral trust diverge in the direction that hurts. Build oversight to measure behavior under load. Three modes plus a 3x3 decision authority matrix for Indiana operators.
AI Governance -
May 10, 2026
AI Vendor Management and Deployer Liability: a 2026 CEO Guide
The AI vendor file is becoming a legal control. Providers still carry major design duties, but deployers now carry direct operational obligations that cannot be outsourced by contract. CEO guide to vendor due diligence and deployer obligations.
AI Governance -
May 10, 2026
AI Transparency and Disclosure Requirements: a CEO's Guide for 2026
Two AI transparency regimes still point to August 2, 2026: California SB 942 and EU AI Act Article 50. Colorado's original SB 24-205 was paused and SB 26-189 has advanced as a replacement framework. The CEO disclosure picture in plain English.
AI Governance -
May 10, 2026
AI Literacy and Training for Employees: The 2026 CEO Playbook
DataCamp's 2026 State of Data and AI Literacy report finds 82% of enterprise leaders say their organization offers some AI training, and 59% still report an AI skills gap. EU AI Act Article 4 became applicable February 2, 2025; national-authority enforcement begins August 2, 2026. Here is the structured CEO playbook that closes the shortfall.
AI Governance -
May 10, 2026
AI Incident Response: The 7-Step CEO Playbook for 2026
Documented AI incidents grew 55% in 2025 (Stanford HAI). Separate McKinsey survey data cited in related AI Index coverage shows self-rated excellent AI incident-response capability dropping from 28% to 18%. IBM 2024 measured average breach identification at 194 days. EU AI Act Article 73 gives providers of high-risk AI systems as little as 2 days on the most severe serious-incident reports. The CEO playbook for closing the inversion.
AI Governance -
May 9, 2026
The Boundary Call: What an Indiana State Agency Got Right About AI in 2026
Indiana SoS shipped Money Quest in four weeks for $50K with an explicit AI boundary. Production yes, financial guidance no.
AI Workforce -
May 8, 2026
What do you do when the business runs itself?
ServiceNow just shipped AI specialists across IT, HR, finance, legal, procurement, and security. The substrate question changes. So does the CEO question.
AI Workforce -
May 7, 2026
60% of Companies Plan AI Layoffs. The Data Says That Is the Wrong Play.
Writer's 2026 enterprise AI survey shows 60% of companies planning layoffs for AI non-adopters. The same data shows why that strategy is the wrong play and what works instead.
AI Workforce -
May 7, 2026
H.R. 8664: A Small Bill on SBA's Own AI. The Federal Package Behind It Is Bigger.
H.R. 8664 directs the SBA to publicly report its own AI use. It does not regulate Indiana small businesses. The federal package around it already moved through the House.
AI Policy -
May 5, 2026
The Coinbase Layoff Story Most Coverage Will Miss
The headcount cut got the headlines. The org redesign Brian Armstrong announced underneath is the story: max five layers, no pure managers, AI-native pods.
AI Workforce -
May 4, 2026
The 80% Shortfall: What Companies Should Learn From Higher Ed
80% of US universities tell staff to develop AI skills on their own. 13% measure ROI. The institutions producing your workforce are showing the same shortfall your company is.
AI Readiness -
May 4, 2026
Why 80% of Indiana CEOs Feel Behind on AI
Bryce Carpenter, COO of Conexus Indiana, on why 80% of Indiana CEOs feel behind on AI, what is actually happening inside manufacturing, and the measurement layer.
Indiana AI -
May 3, 2026
What a $30 Vinyl Record Tells Us About the Value of Humans in the AI Era
Five months ago I started buying records again. The behavioral economics behind paying $30 for what streams free is the same behavioral economics behind why companies should value their humans as AI accelerates.
AI Workforce -
May 2, 2026
Indiana AI Legislation 2026: A Practical Guide for Business Leaders
What Indiana AI laws actually exist in 2026, what is pending in the General Assembly, and how Governor Braun's IN AI initiative, federal action, and out-of-state laws affect Hoosier businesses.
Indiana AI -
May 1, 2026
How Much Does AI Training Cost a Leadership Team? 2026
AI training for leadership teams ranges $800 to $3,500 per person. Here's what each tier delivers, what to budget, and how the math actually works in 2026.
AI Readiness -
May 1, 2026
AI Proficiency vs AI Literacy vs AI Fluency: The Difference
AI literacy is awareness. AI fluency is confidence. AI proficiency is performance. The distinction is load-bearing for workforce strategy.
AI Readiness -
May 1, 2026
Indiana's 2031 Manufacturing Plan Meets the AI Era
Conexus 2031 sets ambitious targets for Indiana's manufacturing future. The word that is missing from the plan tells you where the next 5 years have to go.
AI Workforce -
May 1, 2026
What Is an AI Capability Audit? Definition + Sample
An AI capability audit measures your team's AI readiness against a published framework. What it includes, who delivers it, and what changes after.
AI Readiness -
May 1, 2026
How to Measure AI Readiness in a Team: 2026 Guide
Step-by-step methodology for measuring team AI readiness using the 7 Levels framework. Pre-assessment, capability audit, post-assessment in 6 weeks.
AI Readiness -
April 30, 2026
What Indiana's IN AI Initiative Means for CEOs Building AI-Ready Teams
Indiana named the goal: most AI-ready state in the nation. The measurement layer underneath is left to operators. Here is what an Indiana CEO does on Monday morning.
AI Workforce -
April 29, 2026
Why University Partnerships Will Not Close the AI Proficiency Gap
Faith Technologies just announced a $67.5M Hendricks County plant. Conexus Indiana's COO says the state's 9,700 manufacturers each run their own self-funded soft-skills program. The closure happens inside the company.
AI Workforce -
April 28, 2026
The 32-Point Gap Inside Your Own Leadership Team Is the AI Workforce Gap
Grant Thornton's 2026 survey: CIOs say workforce is 39% AI-ready. COOs at the same companies say 7%. The 32-point gap is the workforce gap.
AI Workforce -
April 27, 2026
You Cannot Hire Your Way Out of Indiana's AI Proficiency Gap
Indiana CEOs are treating the AI workforce gap as a hiring problem. The labor math says that path is closed. The only path that works is internal proficiency development.
AI Workforce -
April 24, 2026
Indiana Makes Things. Can It Make AI-Ready Workers Fast Enough?
Indiana's advanced manufacturing and logistics sector spans nearly 10,000 companies and more than 840,000 workers, with 178,000 new jobs projected by 2033 and roughly 85,000 likely unfilled. Can the state build AI-ready workers in time?
AI Workforce -
April 23, 2026
Indiana University Opens GenAI 101 to the World
Indiana's newest free AI literacy asset. What it covers, who benefits, and how it maps to the 7 Levels framework.
AI Training -
April 21, 2026
78% of Companies Cannot Defend Their AI in a Governance Audit
Grant Thornton's April 2026 survey of nearly 1,000 US business leaders found 78% lack confidence they could pass an AI governance audit within 90 days.
AI Governance -
April 16, 2026
Stanford AI Index 2026: Experience Is the New Moat
Stanford's 2026 AI Index shows developers 22-25 lost 20% of jobs since 2022. Developers 30+ at the same firms grew 6-12%. Experience is the moat.
AI Workforce -
April 14, 2026
Half of American Workers Now Use AI. The Other Half Are Betting Their Careers They Won't Have To.
Gallup: 50% of US employees now use AI at work. The other half refuse. Meanwhile, 29% actively sabotage their company's AI plans. Here is what the data shows.
AI Adoption -
April 9, 2026
Your AI Has Moods You Cannot See. And They Shape What It Tells You.
Anthropic discovered 171 internal emotion patterns inside Claude that causally influence its behavior. What this means for anyone using AI for decisions.
AI Safety -
April 9, 2026
The AI You Cannot Use Is Already Better Than the AI You Can
Anthropic built an AI that found security flaws hidden for 27 years. Then they decided not to release it. What the capability gap means for your AI strategy.
AI Readiness -
April 8, 2026
Why 82% of AI Training Programs Fail to Close the Skills Gap
DataCamp research shows 82% of companies train employees on AI, but 59% still report a skills gap. The problem is program design, not access.
AI Training -
April 7, 2026
The Two-Person, $1.8 Billion Company
Medvi hit $401 million in year one with two employees and consumer AI tools. What the Hims comparison, the 208x efficiency gap, and the FDA warning mean for your team.
AI Workforce -
April 2, 2026
Why Most Corporate AI Training Fails and What Actually Works
82% of companies offer AI training. 59% still have a skills gap. The problem is structure, not investment. Here is what actually works.
AI Adoption -
March 30, 2026
The 7 Levels of AI Proficiency: A Framework for Professionals and Organizations
Seven stages of AI capability. Each level has a military rank, professional title, EQ skill, and cognitive skill. Most professionals place themselves between Level 2 and Level 4 on their first honest self-assessment.
AI SkillsPillar
Want to know where
you stand?
The free 7 Levels assessment places you across seven stages of AI capability. Cognitive skill. EQ skill. Practical skill. Under ten minutes. Research-backed scoring.