CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable LLMs in Production | ScienceToStartup | ScienceToStartup

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References (62)

[1]

The Era of Real-World Human Interaction: RL from User Conversations

2025Chuanyang Jin, Jing Xu et al.

[2]

Defeating Nondeterminism in LLM Inference

2025Horace He

[3]

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Founder's Pitch

"Enhancing LLMs for social chat applications with iterative improvement to boost engagement and steerability."

LLM Enhancement•Score: 7•View PDF ↗

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CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable LLMs in Production

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References (62)

Founder's Pitch

"Enhancing LLMs for social chat applications with iterative improvement to boost engagement and steerability."

Commercial Viability Breakdown

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Why It Matters

Product Angle

Disruption

Product Opportunity

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Research Author 1

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CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable LLMs in Production

BUILDER'S SANDBOX

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References (62)

Founder's Pitch

"Enhancing LLMs for social chat applications with iterative improvement to boost engagement and steerability."

Commercial Viability Breakdown

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