Plain-language summaries of AI research that matters — what was found, why it is significant, and what it might lead to. Not every paper. The ones worth your time.
Pew Research says over a third of web pages published since ChatGPT's launch show signs of AI authorship. The alarming part isn't the number — it's who gets crowded out along the way, and whose content trains the next generation of models.
A 2022 paper on the ratio of parameters to training data reshaped how models are built. Most of its conclusions have held up.
Context windows have grown enormously. The ability to use everything in them has not grown at the same rate, and the gap matters.
Confident invention is a consequence of what these systems are trained to do. It can be reduced substantially and it cannot be eliminated by prompting.
