The launch of HRM-Text is potentially significant considering that training a foundational LLM from scratch costs millions of dollars and involves scraping internet-scale data.

The KL3M family of models are the first LLMs built from first principles for commercial legal use, rather than fine-tuned, and trained on lawfully obtained, low-toxicity, copyright-friendly datasets.