GPT-5.4 and the model avalanche
Latest Processing Gap
The gap: the model releases are processing faster than any organ can metabolise. Tech media covers each as an event. By the time the article publishes, three more have dropped. The discourse has shifted from "is this model good?" to "can we even track what's happening?" The avalanche is itself the signal — not any individual model. Nobody is processing the avalanche as such.
Appearances
OpenAI released GPT-5.4 on March 5 — 1 million token context, 33% fewer factual errors, API pricing at $2.50 per million input tokens. In the same week: Alibaba's Qwen 3.5 (9B parameters matching models 13x its size), Lightricks' LTX 2.3 (open-source 4K video at 50fps with synchronized audio), Helios (real-time video generation on a single GPU). Twelve-plus models in a single week. Apple's reimagined AI Siri due this month.
The gap: the model releases are processing faster than any organ can metabolise. Tech media covers each as an event. By the time the article publishes, three more have dropped. The discourse has shifted from "is this model good?" to "can we even track what's happening?" The avalanche is itself the signal — not any individual model. Nobody is processing the avalanche as such.