by Paul Helmick | Apr 6, 2026 | Articles
Paul’s Perspective: AI inside everyday productivity tools is a structural shift, not a side project. When creation and analysis become faster and cheaper, the competitive edge moves to companies that redesign workflows and decision rights—not the ones that...
by Paul Helmick | Apr 6, 2026 | Videos
Paul’s Perspective: This matters because it lowers the cost of “AI at the edge” to something you can test on a desk, which is exactly how good automation and product ideas get de-risked early. If your business cares about privacy, uptime, or avoiding per-token...
by Paul Helmick | Apr 4, 2026 | Videos
Paul’s Perspective: Local model testing is becoming a practical decision, not a science project: it lets leaders and technical teams validate capability, cost, latency, and data-control tradeoffs before committing to cloud spend or vendor lock-in. The laptop vs...
by Paul Helmick | Apr 3, 2026 | Videos
Paul’s Perspective: For small and mid-market teams, the big unlock is getting more “agent-level” capability without having to bankroll enterprise-scale infrastructure. If you can run strong reasoning models closer to where work happens (laptops, edge devices,...
by Paul Helmick | Apr 2, 2026 | Videos
Paul’s Perspective: If your site updates still depend on a handful of people who “know WordPress,” an MCP layer turns WordPress into an automatable system your team can operate with clear, repeatable instructions. That means faster publishing cycles, fewer...
