Danilo Gasques, Ph.D.
2.3K posts

Danilo Gasques, Ph.D.
@danilogasques
Looking for the next problem worth solving. Previous: @southpkcommons Founder Fellow @medivis_ai @IntuitiveSurg. HCI/CS Ph.D. @DesignLabUCSD






The gravity well of talent at SPC is unmatched. If you are deeply curious, and have an urgency to build something future-defining, applications are open for our upcoming @southpkcommons founder fellowship.


Our new unified architecture allows Gemma 4 12B to process multimodal inputs natively. Here's how ⬇️ Traditional models rely on separate encoders for images and audio. This adds latency and increases memory usage. So we streamlined this: 👁️ Vision: We took a novel approach to replace the encoder with a lightweight embedding module, letting the LLM backbone take over visual processing. 🎙️ Audio: We removed the encoder entirely, projecting the raw audio signal directly into the same space as text tokens.










Introducing autoresearch for arXiv papers Change 'arxiv' to 'autoarxiv' in any paper URL An agent deploys to resolve setup issues on the codebase, run a minimal reproduction, and estimate full replication cost. Read more below





