Freddie Shi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Scalable Oversight & Alignment Theory (1)

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Jek Huang (1)Jeffery Hsia (1)Jiayi Sun (1)Wei Huang (1)

Papers (1)

Jul 16, 2026

Jek Huang +5Jul 16, 2026

Proof-or-Stop: Don't Trust the Agent, Trust the Evidence -- Loop Engineering for Verifiable Evidence-Gated Lifecycle Control

Trusting evidence over agent claims led to zero false-DONE outcomes and a significant reduction in hidden-fail amplification in autonomous coding workflows.

Jek Huang, Jeffery Hsia, Jiayi Sun +3

Code Generation & Program Synthesis Scalable Oversight & Alignment Theory

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Freddie Shi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)