Voaige builds proprietary vision systems to allow robotic arm to pick, pack, kit any part/SKU without needing to change CAD models or needing images for reference. Our industrial grade AI software for picking, kitting and end of line packing applications
A video of about a minute and a half, without sound, in three parts, each with the agent's trajectory under it as an axis of numbered steps. First, standard inference, where fixed model weights guide every step. An agent works through a task one step at a time. The model's prior experience is distilled into fixed weights, and temperature sampling can produce many different paths through token space. Zooming in on the third step, its paths represent possible token sequences. Temperature sampling selects one token at a time at random from temperature-adjusted sampling, tracing one of many possible paths; run again, the model can take a different path and reach a different outcome. Second, Test Time Cognition (System 2 thinking), deliberate search where it matters: an agent's run of three steps under the model's learned weights and a bank of episodic memory. At the first step, episodes from memory fill in the path the agent takes, and the weights make a small, narrow funnel along it. A...