Topic
Models pre-trained on multimodal corpora rather than adapted post hoc, evaluated on vision suites such as BabyVision.
Elorian, a Palo Alto startup that raised a $55 million seed round, released Glimpse, a model that crops, zooms and runs code on images while it reasons. Elorian's own evaluations put it ahead of GPT-6 Astra on scientific charts and short video captions.
Reality
NVIDIA's open Nemotron 3.5 Super VL is a 120B mixture-of-experts model that activates 12B parameters per token for text, image, document and video work. NVIDIA's post still places it in a multi-model system, so consolidation covers one tier.
Reality
Three Axiom engineers had OpenAI's GPT-6 Astra steer a 2024 Toyota Corolla to an In-N-Out take-out window with no prior coaching. The rig was a chat interface wired through a server to windscreen cameras and the power steering, so the text model's output went to the car's steering.
Reality
Reka released a research preview of Rho-1, a 19B-parameter model that generates text, images and video and emits robot actions in one network. Its robot results so far come from LIBERO simulation tasks, and physical control remains unproven.
Perspective Coverage
3 publishersReality
Fangchang Ma says the lag and the dead-eyed listening in voice products come from the handoffs between four models. Nuance's evidence is a demo it calls unfinished and a research preview promised for later this year.
Reality