Blog
Keon Kim and Krish Chelikavadabrowser-control Tops WebVoyager at 99.19%
A shell-native CDP harness completes 610 of 615 live-web tasks.
Krish ChelikavadaLong Horizon Agents
Agents that decide what to do next and keep working toward a goal.
Keon Kim and Krish ChelikavadaThe Bitter Lesson of Browser Agents
Planning is moving into general models, and browser harnesses are becoming tools.
Keon Kim and Krish ChelikavadaLoka-1 on Physical Reasoning
Loka-1 reaches 50% across Meta FAIR's physical reasoning benchmarks.
Keon KimFrom Language Models to World Models
Why action needs world models.
Keon Kim and Krish ChelikavadaWhen Browser Harnesses Help, and When They Hurt
How browser interfaces help or hurt agents.
Keon Kim and Krish ChelikavadaOm Labs Tops ScreenSpot-Pro
Zoom consistency as a GUI grounding signal.