Blogs
Learn about the latest Industry insights and strategies from the best in the industry
MERCOR
Your knowledge work agent
should be a coding agent
We rebuilt knowledge-work agents as coding agents and measured them on APEX-Agents, Mercor's benchmark for long-horizon professional work. The simple coding agents were 25% better, over 2x faster and less…
Multiple Contributors
8 min read
PATHOS
Can We Train a Model
in One Step?
Multiple Contributors
10 min read
LORA TRAINING DYNAMICS
Learning GSM8K is Inherently
Low-Rank
As an effort to work with the garage door up, this is a collection of some interesting discoveries we made while trying to study how new skills are internalized during finetuning. This is not meant to be a full-fledged…
Multiple Contributors
5 min read
TRAINING NOLLAMD
Introducing NollaMD - a New SOTA for Differential Diagnosis in Visual Medicine
For Nolla, a specialist model trained on expert clinical data delivers frontier-level diagnostic accuracy at a fraction of the cost, helping pave the way for accessible, AI-powered healthcare.
Multiple Contributors
7 min read