At its summit in New York, AWS unveiled two new services. Continuum automatically detects, prioritizes, and fixes code vulnerabilities. Context builds a knowledge graph from corporate data to give AI agents the business context they need. Both tackle the same problem: agents that write code fast but get things wrong too often.

Eurocommerce, the trade association behind Amazon, H&M, and IKEA, wants AI-generated ads exempt from the EU AI Act's transparency rules. The argument: an AI-generated living room image used to sell a sofa isn't a deepfake. Zalando alone says 90 percent of the marketing content on its platform is already AI-generated.

A UC Berkeley study of more than 500,000 grades found that courses heavy on writing and coding saw grades jump after ChatGPT launched. The effect shows up mainly in homework, a sign that AI is replacing student work rather than improving learning.

At a Stanford talk, Sam Altman defended LLM scaling and hit back at skeptics, saying a whole generation of researchers slowed the field by underestimating what scaling could do. He cited OpenAI's recent disproof of a mathematical conjecture as evidence.