
AI trends: evaluate the workflow, not the demo
Compare AI-assisted work with a baseline and inspect quality, permissions, and the cost of human review.
THE SIGNAL / CATEGORY
Evaluate a complete workflow, not just a polished demonstration. Start with a bounded task, compare assisted work with a baseline, and keep review, permissions, and failure cases visible. Build a limited trial with a clear owner and a reason to stop, rather than adopting a tool simply because the conversation is loud.

Compare AI-assisted work with a baseline and inspect quality, permissions, and the cost of human review.
TAKE THE NEXT STEP
Follow a claim to its source, check the timeline and visual context, and keep the headline within the evidence.
Read trend data in context, group search intent, and turn a shortlist of phrases into a useful content brief.