THE RECORD
What changed
From 2022, conversational language and diffusion image models were rapidly adopted in homes, firms, schools and creative work.
EVIDENCE
What remains
Model reports, evaluations, usage data and deployments reveal capability alongside error and bias.
WHY IT MATTERS
Why it matters
It created a natural-language interface to software and knowledge work while disrupting information cost and trust.
OPEN QUESTION
Where interpretation begins
Generated output does not guarantee understanding or truth; data rights, labour, energy, concentrated power and safety remain unsettled.