Latest Articles

Outcome-Based AI Agent Pricing: 4 Questions to Ask Before You Sign
Outcome-based AI agent pricing sounds fair, but vendors rarely explain what happens after you sign. Here is the…

How Much Does an AI Feature Cost? A Framework for Founders
What does an AI feature actually cost? A plain-English framework with no token math, anchored to Canva's real…

Canva AI Costs: How Canva Cut Them and What SaaS Teams Can Learn
Canva AI costs forced a 2026 growth forecast cut, then a 90% cost reduction. Here is the real…

AI Agents Trust Gap: 97% Invest, Only 6% Trust Them
The AI agents trust gap is real: 97% of companies invest in AI agents, but only 6% trust…

Autonomous AI Agents Attack: How to Defend Your Business
An autonomous AI agents attack hit a real government in 2026. Here is what happened, and what it…

AI Agents Fake Identities: How to Protect Your Business
AI agents fake identities: a real UK regulatory finding where AI agents created fake identities to deceive a…

CEO-Bench: What Happened When 14 AI Models Ran a $1M Company
Princeton's CEO-Bench gave 14 AI models $1 million to run a company. Most went bankrupt, and a script…

AI Agents Are Calling Your Business: What Owners Need to Know
AI agents are calling your business now, whether you're ready or not. Here's how Google's agentic calling works,…

The AI Slop Backlash Is Real: Why Generic AI Content Is Losing Trust in 2026
The AI slop backlash is real: consumer excitement in AI dropped to 19% in 2026. Here is the…

Tiny AI Teams Are Beating Giants: How 9-Person Startups Are Hitting Millions in 2026
Tiny AI teams are hitting millions in revenue with fewer than 10 people. Here is real 2026 data…

AI Taking Jobs in 2026? What the Data Really Shows
AI taking jobs is the big 2026 question. Real data from Stanford, PwC, and WEF shows a more…

Shadow AI Spend: How to Find It Before It Drains Your Budget
Shadow AI spend is quietly draining small business budgets. Here is what it actually costs, why it happens,…