Rosalind Workbench, Claude for scientists, LLM edits alter meaning

Google released Co-Scientist last month. Since then, Anthropic opened 10,000 subsidized seats for researchers and OpenAI launched a life-sciences workbench with its own domain model. All three frontier labs now sell a scientist-branded product line, making this a product category rather than a series of one-offs. What none of the product pages address is that grammar-only LLM edits shift content and meaning. A team from Princeton and UCSD reported. Full edition: hallway.aris.pub/no/024/