
Applied AI
Kenji Arai
Staff ML Engineer, Corvid
Tokyo
Kenji Arai is a staff machine learning engineer at Corvid, where he leads the team behind Corvid’s research agent, now used by more than two million people. He built the evaluation and rollout system that lets the team change models every week without surprising anyone, and he wrote most of the incident reports for the weeks when it did.
Before Corvid he worked on search ranking for an online retailer, which taught him that offline metrics and real users disagree more often than anyone admits. Kenji lives in Kichijōji, runs the team’s Friday reading group, and brews coffee with an unreasonable amount of equipment.
At Summit
Applied AI· Talk · Advanced
Two million users, one agent: the failures we did not test for

Kenji Arai, Corvid
Wed 9 June · 10:30–11:10Main Stage
Applied AI· Workshop · Advanced
Build an evaluation suite for an LLM feature in two hours


Elif Demir, Kenji Arai
Wed 9 June · 14:30–16:30Lab36 seats
Applied AI· Panel
Who is accountable when the agent gets it wrong?




Elena Petrova, Zara Haddad and 2 more
Thu 10 June · 12:30–13:15Main Stage






