HubSpot AEO vs. Profound: Features, pricing, and use cases

HubSpot AEO vs. Profound: Features, pricing, and use cases

HubSpot AEO vs. Profound is a comparison between two answer engine optimization tools that take different approaches to AI search visibility. HubSpot AEO tracks how a brand appears in AI-generated answers and connects those insights directly to content creation and campaign execution inside the HubSpot ecosystem.

Large Language Model (LLM) Editing Quietly Corrupts Documents. Here’s What the Research Says

Large Language Model (LLM) Editing Quietly Corrupts Documents. Here’s What the Research Says

Key Takeaways When large language models (LLMs) edit documents, they make a specific kind of mistake that can be more dangerous than a hallucination. It’s subtle enough to pass a casual review, damaging enough to matter, and systematic enough to compound across multiple editing sessions.  A Microsoft Research study published on April 17, 2026, puts hard numbers on this. The findings should change

Scientists just created female clones of male mice

Scientists just created female clones of male mice

Scientists have deliberately turned male mouse embryos into females for the first time. A team based in Japan used a CRISPR-based approach to remove the Y chromosome from male cells and create female clones of male mice.  “No one has done this before,” says Monika Ward, a reproductive biologist at the University of Hawaii, who…