Make better content decisions.
Practical lessons on video, distribution, and measurement. Start with the question you need to answer, then go deeper when it helps.
Latest notes.
MOSS-TTS First Technical Read and Production Reality Check
A first engineering read of OpenMOSS MOSS-TTS as of February 2026: what is actually released, what benchmark claims are reported, where deployment risk is still high, and how we will follow up after a 24GB feasibility smoke test.
NVIDIA NeMo Speech Collection First Technical Read and Production Reality Check
A first engineering read of NVIDIA NeMo for speech workflows as of February 2026: what is released now, where it fits in an AI video pipeline, where it does not, and what to validate before 24GB production adoption.