Topic
Degradation of models trained recursively on their own output, and published findings on when it does and does not occur.
Pangram Labs and UMass Amherst researchers put AI-generated text at about 31% of August 2026 web tokens and fit a scaling law for when it starts to hurt. For teams that pretrain on web crawls, AI text becomes a measured line item in the data budget, with a curve for its marginal value.
Reality
A bookseller's tracker ended up at a Las Vegas warehouse where Amazon staff cut books off their spines. The rumour publishers could not price now has a named party.
Perspective Coverage
4 publishersReality
404 Media tracked a rare-book order to an Amazon warehouse in Las Vegas where spines are cut off to feed a scanner. The destruction is not a quirk. It is a compliance expense.
Perspective Coverage
3 publishersReality
404 Media found contractors who read real ChatGPT conversations have been fired for handing in model-generated work, and the internal documents show the sanctioned check on them is a human judging the overall pattern.
Reality
The reinforcement learning co-founder told Sequoia's podcast that no simulation can cover other minds or the physical world. The labs shipping synthetic corpora are aiming at the domains he exempts.
Reality