If AI Wants the Public's Trust, It Should Cure Something
Public fear of AI keeps rising, and much of it is earned. The way back is not another math milestone. It is AI that visibly improves health and science.
20 min read
Topic
Opinion
4 K-Dense articles on Opinion — research automation, benchmarks, and case studies from the K-Dense team.
AI Scientists Need Lab Escape Rooms, Not More Exams
The next AI scientist benchmark should be a lab escape room: a fresh hidden world, limited probes, real evidence, and no place for science theater to hide.
13 min readReproduction, Not Generation, Is AI's Killer App for Science
AI is flooding science with claims no one can check. The quieter story: agents now reproduce most published findings — and that is the bigger deal.
8 min readAI Co-Scientist, Not AI Scientist: Why the Name Matters
Why we put the hyphen in front of every product we build. The case, from Benchling to AlphaFold to Polanyi, for keeping the human scientist front and center.
15 min read
