In today’s episode of AI in Flow, Claire and Peter break down a packed set of headlines showing how fast AI is hardening into real-world systems. The Pentagon signs AI agreements with seven major tech firms for classified networks—highlighting the growing market for secure, regulated deployment and the tensions around guardrails. Meta deepens its humanoid robotics push with an acquisition aimed at building a platform layer for physical AI. Snap’s CEO says AI is now writing over two-thirds of new code, shifting the competitive bottleneck from building software to distribution, security, and product clarity.They also dig into the infrastructure squeeze as hyperscalers’ capex surges and memory (DRAM) becomes a key bottleneck, why OpenAI’s improved image text rendering could unlock enterprise creative workflows, and how new Oscars rules elevate consent and human authorship as commercial standards. In healthcare, a promising model spots early pancreatic cancer signs on routine CT scans far ahead of diagnosis—while raising the practical questions of regulation and rollout. Finally, the Musk–OpenAI court fight underscores a broader governance lesson for enterprises: manage vendor dependence, keep contracts tight, and design for multi-model flexibility.

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