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This episode examines Guide Labs’ Steerling eight B, the first eight billion parameter model routing over eighty four percent of token contributions through human-understandable concept modules with inference-time steering capabilities. Microsoft 365 Copilot now offers Anthropic’s Claude models alongside OpenAI GPT within enterprise environments, maintaining identical data governance across providers. DeepSeek’s forthcoming V4 model uses the Engram conditional memory system to reduce VRAM usage by thirty percent while extending context beyond one million tokens. The briefing also covers Innoviz Technologies’ positioning of automotive-grade LiDAR as foundational perception infrastructure for Physical AI systems requiring continuous high-fidelity 3D data streams, and the compressed iteration cycles across commercial model releases entering software engineering workflows.