Lattice AI Research

Research focus

Data Curation & Synthetic Data (1)Scalable Oversight & Alignment Theory (1)Computer Vision (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Miriam Wanner (1)Mark Dredze (1)William Walden (1)W. Walden (1)

Papers (2)

Aug 24, 2026

Miriam Wanner +44d ago·also Affiliation:

On the Threat Model of Weird Generalization and Emergent Misalignment

Weird generalization is not just a quirk of model training; it’s a fragile phenomenon that could be weaponized if not carefully managed.

Miriam Wanner, Mark Dredze, M. Dredze +2

Data Curation & Synthetic Data Scalable Oversight & Alignment Theory

Mar 10, 2026

Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs

MLLMs struggle with visually rendered text not because they can't reason, but because they can't *read* it, and a simple self-distillation fix closes the gap.

Kaiser Sun, Xiaochuang Yuan, Hongjun Liu +4

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

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M. Dredze

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)