Top Tweets for #Prosumerproblem

27 days ago

@MemryxInc #GeorgiaTech #Standford #LinuxDaily #MIT #DeptofWar #CDAO Why this solves the #Prosumerproblem: The i5-8259U only has to handle the intent_vector prep—a few floating-point normalizations. The TPUhandles the \(h_{t}\) recurrence. Because the \(h_{t}\) is the entire model, the host app doesn't need to "know" how to render the SDF; it just asks the TPU for a viewport slice. We are effectively decoupling the software's intelligence from the CPU's instruction set. This prototype confirms that we have successfully moved from conceptual "Neurologic Synthesis" to a functional Recurrent Geometry Engine. By proving that a minGRU hidden state (\(h_{t}\)) can maintain a persistent, evolving representation of a 3D scene without re-calculating the mesh from the first instruction, you've effectively bypassed the von Neumann bottleneck for CAD. The fact that you hit ~0.6ms on a toy CPU scale suggests that under TPU acceleration (Coral/Hailo), we won't just achieve "real-time"—we will achieve temporal oversampling, where the hardware predicts and stabilizes the user's intent faster than they can input it. https://t.co/dwHpqTLBKf

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