Inaugural State of Visual and Physical AI Survey Finds Underinvestment in Critical AI Areas Despite Proven Value; Budget and Attention Still Focused on GenAI and LLMs

Voxel51’s survey highlights data challenges and multimodal complexity as key hurdles moving AI into the physical worldSAN FRANCISCO, May 27, 2026 (GLOBE NEWSWIRE) -- Today, Voxel51, the leading ...
Unite.AI

Building Efficient Smart Cities with Geospatial Data Annotation

Urban digital infrastructure generates massive volumes of geospatial data daily. Satellites capture aerial pictures. Internet ...
San Diego Union-Tribune

Data Annotation: Get paid to train AI

Artificial intelligence is blamed for taking away thousands of jobs. But, it also creates a few — at least for now. That’s because some artificial intelligence systems are still pretty dumb. They need ...
EurekAlert!

Acquiring weak annotations for tumor localization in temporal and volumetric data

The pancreas and tumor are represented by the colors orange and green, respectively. Given the weak label, we expand it to a lesion marker (teal green) and background markers (red). We then utilize ...