badlogic: 'training data/RL envs is all you need' for shaping model behavior

badlogicgames · x · 2026-10-16

@badlogicgames (Mario Zechner) asserts in a discussion with @willcb that "training data/RL envs is all you need" — the key to shaping model behavior lies in training data and reinforcement learning environments rather than other techniques.

willcb responds that open specifics aside, nothing seems particularly daunting, and sees a nearly practical design space for higher-level behavior shaping. The one-liner captures the current consensus around improving models and agents via RL environments.

Related event: Researchers Debate: Training Data and RL Envs Are All You Need(2 posts)→

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