# Emerging Properties in Unified Multimodal Pretraining — interactive visual explainer | Rudrite Research

> Source: <https://research.rudrite.com/bagel>
> Published: 2026-06-15 00:00:00+00:00

# Emerging Properties in Unified Multimodal Pretraining

One model that understands, generates, and edits — multimodal reasoning that emerges as data scales.

Deng et al. · arXiv 2025 · Model Architectures. [Read the paper ↗](https://arxiv.org/abs/2505.14683)

A free, interactive, animated visual explainer of Emerging Properties in Unified Multimodal Pretraining — every exhibit computed from the real formulas, with verbatim quotes from the source.

## Questions

- What is Emerging Properties in Unified Multimodal Pretraining?
- One model that understands, generates, and edits — multimodal reasoning that emerges as data scales.
- Who published Emerging Properties in Unified Multimodal Pretraining, and where?
- Deng et al. — arXiv 2025 (arXiv:2505.14683).
- Where can I find a visual explainer of Emerging Properties in Unified Multimodal Pretraining?
- Right here — a free, interactive, animated walkthrough of the whole paper, with exhibits computed from the real formulas and verbatim quotes from the source.