WorldDirector research paper presents framework for building controllable world simulators with persistent dynamic memory. Advances embodied AI and environment modeling.
DeepSeek released DSpark, reported to be substantially faster than their previous MTP implementation. Addresses inference speed bottleneck.
DeepSeek V4 Flash successfully running with full 1M token context window locally via llamacpp on RTX 5090. Demonstrates extreme context scaling on consumer hardware.
DeepSeek V4 Flash demonstrated to execute real coding tasks faster than Anthropic Sonnet and Opus on consumer hardware (RTX PRO 6000), with comparable code quality. Enables local deployment of competitive coding models.