Jon Cheney is the founder and CEO of the General Artificial Intelligence Proficiency Institute (GenAIPI). With a passion for education and AI adoption, Jon has dedicated himself to establishing global standards for AI proficiency measurement and development.
Posts by Jon Cheney
20 articles published
G.E.N.A. vs. Viktor: An "AI Employee" in Slack vs. a Permission-Aware Company Core
Viktor got the metaphor right: an AI employee should have the access of an employee, not an admin. But bolting membership onto tools isn't the same as understanding your organization. Here's a detailed, fair comparison with G.E.N.A.
G.E.N.A. vs. Hermes: A Self-Improving Personal Agent vs. a Governed Company Core
Hermes learns you. G.E.N.A. knows your whole organization. An honest comparison of Nous Research's self-improving agent and GenAIPI's permission-aware execution layer — and why the single-user design that makes Hermes great is exactly what limits it for teams.
G.E.N.A. vs. OpenClaw: Open-Source Power vs. Permission-Aware Execution
OpenClaw is the most popular open-source agent framework on earth. G.E.N.A. is a permission-aware execution layer installed by a human fCAIO team. Here's an honest, detailed comparison for companies deciding what to actually deploy.
Why OpenClaw, Hermes, and "AI Employees" Fall Short for Teams (And What Permission-Aware AI Looks Like)
OpenClaw, Hermes, Viktor, ChatGPT, Claude — the agent era is here, and every one of these tools is genuinely impressive. So why do they keep failing inside real companies? Because teams don't just need capable AI. They need AI that knows who's asking.
The 4 Things That Actually Move the Needle With AI in a Business
After two years of AI hype, most companies still have little to show for it — not because the technology failed, but because they skipped the fundamentals. There are really only four things that move the needle with AI: leadership, the right tools, the right training, and structured follow-up. Here is what each one actually requires, and why doing all four together is what separates the companies pulling ahead from the ones falling behind.
Introducing G.E.N.A.: The Intelligence Layer That Lets You Talk to Your Business
Today we're launching G.E.N.A. — Generative Execution Neural Architecture. It's not another AI agent. It's the permission-aware intelligence layer that connects your company's people, systems, workflows, memory, agents, approvals, and execution — so you can finally talk to your business and have it act.
Enterprise AI Governance: What Every Business Owner Needs to Know Right Now
There's a quiet crisis unfolding inside companies right now — AI is working without anyone really being in charge of it. This is the AI governance gap, and in 2026, it's one of the most expensive problems a CEO can ignore. Here's what enterprise AI governance actually means, why it matters more than ever, and the 7 pillars you need to put in place.
The GenAIPI Doctrine: Human Agency in the Age of AI
AI is the most powerful tool humanity has ever created. But the real threat isn't that machines will replace us — it's that we'll let them. This is the GenAIPI Doctrine: what we believe, why we exist, and the line we will not cross.
Why Your Company Needs AI Leadership — Not Another Consultant
Most AI consultants hand you a strategy deck and walk away. A Fractional Chief AI Officer embeds in your organization, transfers knowledge to your team, and builds the internal capability that lasts long after the engagement ends. Here's why the difference matters.
The Future of Work Is Not Fewer Jobs — It's Higher-Order Contribution
The dominant narrative says AI will eliminate jobs. The truth is more nuanced — and more important. Work doesn't disappear when technology advances. It evolves upward. The companies that understand this will build workforces that are stronger, not smaller.