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Plain answers to the questions AI teams ask about RL environments, agent data and training data.
RL environments and grading
5
Agent and coding data
4
Documents and company data
1
Robotics
1
RL environments and grading
27 Sep 2026
What is a verifier in AI training?
Verifier
27 Sep 2026
What is an RL environment?
RL environment
27 Sep 2026
What is benchmark contamination?
Benchmark contamination
27 Sep 2026
What is reward hacking in reinforcement learning?
Reward hacking
27 Sep 2026
What is RLVR (reinforcement learning with verifiable rewards)?
RLVR
Agent and coding data
27 Sep 2026
What is a spec-to-repo task?
Spec-to-repo task
27 Sep 2026
What is a SWE-bench-style task?
SWE-bench-style task
27 Sep 2026
What is an agent trajectory?
Agent trajectory
27 Sep 2026
What is computer-use training data?
Computer-use training data
Documents and company data
27 Sep 2026
What is enterprise document data?
Enterprise document data
Robotics
27 Sep 2026
What is robot teleoperation data?
Robot teleoperation data