But 95% of all problems are fairly banal, i.e. if the AI in my dish washer, fridge, radio, bicycle computer, etc. just have GPT 5.5 intelligence for making sure temperature, water, direction, etc. are 20% better controlled than yesterday it will be an enormous win for ordinary people (and the ressources we consume).