# Dec 14, 2025

### Meta's Research
- **Meta's research** demonstrates that the brain's magnetic field can be decoded into images and words, revealing a potential mechanism for understanding human thoughts with **millisecond precision**.

### Efficient Virtuoso
- **Efficient Virtuoso** is a **conditional latent diffusion model** that generates multi-modal driving trajectories, achieving strong performance on the Waymo Open Motion Dataset using only a single **NVIDIA RTX 3090**.

### Git-Inspired Approach for Data
- **Git-like workflows for data** promise to enhance data management by enabling branching, testing, and rollback capabilities similar to those used in software development, addressing the challenges of managing large datasets in production environments.

### Scaling and Context Steer LLMs
- **LLMs exhibit a striking alignment with human brain representations**, as evidenced by the study's analysis of brain signals during audiobook listening, revealing that initial LLM layers correspond to early brain responses while deeper layers align with later responses.