AI Usage is Becoming More Equitable A major finding is the drop in AI concentration among top-performing states . From August 2025 to February 2026, the per-person AI usage share in the top five states fell from 30% to 24%. This suggests AI tools are more accessible nationwide, not just in tech-heavy areas. The Gini coefficient—a measure of inequality—also declined, signaling a more balanced distribution of AI adoption. This trend shows AI is spreading beyond major tech hubs, allowing smaller states to catch up and contribute fresh innovation and applications—often by shipping Claude-powered applications through the Claude platform or the claude api, supported by comprehensive api guides and other anthropic resources. AI Usage Patterns Reflect Workforce Trends The report notes higher AI adoption in states with workforces concentrated in creative and knowledge-based industries . For example, states with more workers in arts, design, and media see higher per-capita use of Claude, while s...
Photographer: Towfiqu barbhuiya | Source: Unsplash AI Got Better at Guessing Your Password — Here's What Actually Works Now Most small business owners think they've handled the password problem. Strong password, check. Text message verification code, check. Move on. That mindset made sense a few years ago. It doesn't hold up anymore — and the gap between what business owners think is protecting them and what's actually happening is exactly where attackers are walking in. The Tool That Changed the Rules The old approach to cracking passwords was brute and blunt. Automated tools threw massive lists of combinations at a login page until something worked. Rule-based tools took common words — your company name, a season, a sports team — and applied predictable mutations. Swap an "e" for a "3," tack on an exclamation point, and add the current year. Slow, noisy, and limited by the creativity of whoever wrote the rules. Then tools like PassGAN changed ...