#Open Models

Nvidia's Real Product Here Is the Router, Not the Model

Nemotron 3.5 Lightning is a capable workhorse, but NeMo Switchyard targets the escalation logic every agent team keeps hand-rolling.

Article · 2w ago1

NVIDIA's Switchyard Matters More Than Its New Model

Nemotron 3.5 Lightning is a solid agent workhorse, but the open-source router is what changes agent economics.

Article · 2w ago4

That 100x-Cheaper Retrieval Claim Is Half Right

Neon and Castform's benchmark-free demo still marks a real shift in who needs frontier models for RAG.

Article · 3w ago0

The $500 Fine-Tune Is Real, but the Eval Is the Moat

A tiny GRPO run on two workstation GPUs outscored five frontier models at catalog review — asterisks included.

Article · 1mo ago1

A $500 RL Fine-Tune Beat the Frontier. Sort Of.

The self-scored benchmark deserves skepticism, but the playbook behind it is real, cheap, and already running at Shopify scale.

Article · 1mo ago1

LM Studio's Bionic Agent Is Also Its Cloud Pivot

The polished new open-model agent app doubles as the local-AI darling's first metered product.

Article · 1mo ago1

The MLX Crowd Finally Gets Its Own LM Studio

mlx-vlm maintainer Prince Canuma ships Nativ, an open-source Mac app built to feed local models to coding agents.

Article · 1mo ago6