Netflix Open-Sources VOID, Veo 3.1 Lite Goes Enterprise, and the DiT Architecture Explained

Tools

Netflix Open-Sources VOID: AI Model That Erases Objects From Video With Physics Intact

Netflix's VOID isn't just inpainting — it reconstructs physically plausible backgrounds after object removal, which is a genuinely hard problem most models punt on. Open-sourcing it puts a production-grade tool in the hands of developers who previously had no good options for this task.

News

Veo 3.1 Lite and Standalone Upscaling Hit Vertex AI for Enterprise Developers

The Vertex AI version of Veo 3.1 Lite is the enterprise-grade deployment path — separate from the Gemini API consumer route — and the new standalone upscaling to 4K works on any source video, not just Veo-generated content. That upscaling capability in private preview is the detail most teams should be tracking closest.

Google Signals Long-Term Video Commitment as OpenAI Exits With Sora Shutdown

Google's public framing of Veo 3.1 Lite as a commitment to video — timed immediately after OpenAI killed Sora — is a deliberate market positioning move worth noting. With Veo now embedded in YouTube Shorts, Photos, Vids, and the Gemini app, Google has the distribution advantage no pure-play video startup can match.

Analysis

Inside Veo 3.1 Lite's Diffusion Transformer Architecture and Why It Matters for Temporal Consistency

This breakdown explains how the DiT backbone processes video as spatio-temporal patches rather than static 2D frames, which is the core reason Veo's motion coherence beats U-Net-based predecessors. If you're evaluating video models technically rather than just on output samples, this is the explainer to read.

Veo 3.1 Fast Also Gets a Price Cut April 7 — Here's the Full Pricing Table

The real story buried in the Veo 3.1 Lite announcement is that Veo 3.1 Fast is dropping from $0.15 to $0.10 per second at 720p on April 7, making the mid-tier significantly more competitive. the-decoder.com has the cleanest side-by-side pricing table across all three tiers and resolutions.