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Source channel @githubtrending · Post #15062 · Aug 15

#python#mllm#point_clouds#scene_understanding#spatial_intelligence SpatialLM is a powerful 3D language model that turns complex 3D point cloud data from videos, RGBD images, or LiDAR into clear, structured 3D scene layouts showing walls, doors, windows, and objects with labels. It works without needing special equipment and can detect user-specified object categories. This helps you understand and analyze indoor spaces better, useful for robotics, navigation, and 3D design. You can run it on your data, visualize results, and even customize detection tasks easily, making 3D scene understanding more accessible and flexible for many applications. https://github.com/manycore-research/SpatialLM

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Crypto M - Crypto News

@CryptoM · Post #65332 · 04/12/2026, 11:51 PM

🚀 Global Currency Order Restructuring May Lead to Long-Term Dollar Depreciation According to Jin10, a report by China International Capital Corporation (CICC) suggests that after the short-term factors boosting the dollar fade, the narrative of global currency order restructuring and the weakening of dollar hegemony may once again dominate market direction. The United States' continuous accumulation of net external debt increases its need for dollar depreciation. The uncertainty surrounding U.S. President Donald Trump's policies and the unresolved risks of dollar 'weaponization' also dampen market demand for U.S. assets. The new Federal Reserve Chair, Walsh, advocates for a 'balance sheet reduction' policy, which could objectively help restore the dollar's credibility if implemented. However, Walsh's policy is constrained by the resilience of the real economy and financial markets, as well as political limitations. Additionally, Trump's foreign, trade, and economic policies continue to negatively impact the dollar's credibility. Considering the overall impact of Walsh and Trump's policies, it is difficult to conclude that the dollar's credibility will improve in the future. We anticipate that the global currency order may continue to restructure, driving the dollar to maintain a long-term depreciation trend. #GlobalCurrencyOrder#DollarDepreciation#USDebt#DollarHegemony#FederalReserve#MonetaryPolicy#TrumpPolicies#CICCReport#FinancialMarkets#CurrencyRestructuring