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Event Tokens can dramatically enhance LLM recommendation systems by capturing rich interaction context, leading to significant performance gains across various benchmarks.
Personalized recommendations can now leverage social network dynamics, leading to a measurable 0.43% increase in user engagement on Meta's platform.
Long-horizon LLM agents can achieve 96.9% task success by learning to adapt their external execution support through trainable harness policies.
Forget noisy user data: synthetic data unlocks predictable scaling laws for LLMs in recommendation, boosting recall by 130%.
