Ben Pouladian analyzes: Ayar Labs, Tenstorrent, Databricks, and Wonder. Four companies at four altitudes. One playbook.

Ben Pouladian analyzes: The market read 2.8 gigawatts. The structural read is that the warrant vested two business days early.

Ben Pouladian analyzes: Same-day flash update to last night’s follow-up · Free post · Share widely

Ben Pouladian analyzes: A reader correction, an on-camera primary source from NVIDIA’s networking SVP, and a Jefferies BUY initiation that all landed in the same Sunday. The Credo bear case has been asking the wrong question

Ben Pouladian analyzes: Hurlston says Lumentum sells out through 2028 in two quarters. The AI infrastructure market is organizing around two power centers — and live news is validating the thesis in real time

Ben Pouladian analyzes: Meta is not chasing the frontier race. It is building a surface-specific consumer toolkit. Muse Spark is the first visible confirmation.

Ben Pouladian analyzes: Anthropic Just Built a Frontier Model They Cannot Afford to Run

Ben Pouladian analyzes: Oil is scarce because of war. Tokens are scarce because of physics.

Ben Pouladian analyzes: NVIDIA’s software stack just delivered 2.7x more tokens from the same GB300 NVL72 hardware in six months. That’s not a product launch. That’s a moat.