AI Layoff Disclosure Is Coming: What California’s SB 951 Means for Workforce Planning

Starting January 1, 2027, California employers must say in their layoff notices when AI caused the job cuts. Here’s what SB 951 requires, what it leaves undefined, and why the decision about whether a layoff is AI-driven now belongs in workforce planning, not the final paperwork.
Automating Broken Processes With AI Just Makes Them Fail Faster

AI speeds up whatever process it’s given, including broken ones. Why do so many organizations automate first and fix later? Here’s what gets in the way, what the evidence shows, and five questions every leader should ask before automating.