R4DSG: Relative 4D Scene Graph Memory for Object-Centric Question Answering in Long Egocentric Video

Long-horizon egocentric video is a rich substrate for wearable AI assistants, but object-centric questions such as where an item was moved, when it last changed state, or why it was relocated remain difficult because caption- and transcript-based memories rarely preserve persistent object identity or structured spatial change. Existing long-video QA methods mainly emphasize temporal grounding and…

arxiv.org ·2026-08-11

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

Read the original at arxiv.org →

More in AI

Why Scaling AI Compute Performance Requires a New Power Architecture

Every new generation of accelerated computing demands more from the infrastructure underneath it — more compute performance, higher rack density and more efficient, scalable power distribution. The bottleneck isn’t just wattage. It’s how power gets from the grid to the GPU.

2026-08-11 ·blogs.nvidia.com

Silicon Valley startups are about to hand corporate credit cards to AI agents

The typical early-stage startup team used to comprise a pair of founders and a handful of software engineers. Now that founding team is just as likely to include AI agents as it is human employees—and the companies that serve startups are racing to adapt.

2026-08-11 ·fastcompany.com

The AI Governance Gap Is a Leadership Problem: Waiting Won’t Close It

Organizations are rushing to implement AI without fully grasping where its legal protections begin and end. The post The AI Governance Gap Is a Leadership Problem: Waiting Won’t Close It appeared…

2026-08-11 ·securityweek.com

Japan’s Akita AI Data Center Now Estimated at $12.6B

Mubadala could back Akita’s $12.6 billion AI data center, a project that could add major Japan-based AI capacity if its power plans hold up.

2026-08-11 ·techrepublic.com

Workflow Cards: Structured Summaries of Workflow Executions Using Provenance Data

Model Cards and Data Cards have demonstrated the value of structured, human-readable documentation for machine learning artifacts, capturing their context, parameters, limitations, and intended use.

2026-08-11 ·arxiv.org

Consulting AI for Murder | Case by Case

Last week, the remains of the second victim in the slaying of two University of South Florida students were finally identified. Zamil Limon and Nahida Bristy were both doctoral candidates from Bangladesh. Hisham Abugharbieh, Limon's roommate, has been charged with two counts of first-degree murder in connection to their deaths.

2026-08-11 ·cbsnews.com