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Applied AI·April 6, 2026·1 min read

Netflix debuts VOID, a vision-language model that can erase objects from a scene and simulate how remaining objects would behave without them (Thomas Claburn/The Register)

Scene editing just jumped from pixel manipulation to causal simulation — VOID doesn't just remove objects, it recomputes how the world reacts. For any product touching video, this turns 'post-production' into real-time what-if tooling and collapses the gap between content creation and synthetic A/B testing.

Applied AI

Documents: OpenAI and Anthropic have projected profitability to investors with and without training costs, and report inference costs exceeding half of revenue (Wall Street Journal)

When inference costs run north of 50% of revenue, every product decision becomes a unit economics problem — usage growth without ruthless optimization is underwater growth. Expect aggressive moves on model efficiency, pricing tiers, and verticalization as labs and downstream vendors race to turn GPU burn into software margins.