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Physics Forces Symbolic AI Semantics

Challenges static semantics in visual AI as incomplete, proposing dynamic Observation Semantics Fiber Bundle for bounded agents. Proves thermodynamic limits via Landauer's Principle create Semantic Constant B, requiring phase transition to discrete symbolic structures. Language emerges as ontological necessity to prevent information collapse.

Anduril Raises $5B on AI Defense Infrastructure

Anduril Raises $5B on AI Defense Infrastructure

Anduril Industries reportedly completed a $5 billion Series H financing at a $61 billion valuation, reinforcing its position as a major defense-technology company. The article highlights its Lattice AI platform, flexible Arsenal-1 manufacturing system, and Palmer Luckey’s view that China’s engineering and manufacturing efficiency could reshape future military competition.