#WeightS

How to take open-weights models out of the sandbox without quadratic prefill bills, broken JSON parsers, and runaway loops. Continue reading on Predict »

Every byte moved has a cost. As model checkpoints grow to hundreds of gigabytes or even a terabyte, that cost adds up quickly. To make things even worse…

The open-weight race just got a lot closer. On October 23, 2026, Chinese AI lab Moonshot AI released...

If an AI model lives on a centralized server, it can be altered, censored, or deleted at the whim of a single company, and that is a problem for AI models today

Instead of pulling weights from S3 at startup, we've been packaging models as OCI artifacts and pulling them by digest, the same way we pull images. That gets us signing, replication and admission policy for free.…

New embedding, parsing, and reranking models promise smarter agentic RAG workflows

DeepSeek V4 Flash now runs on updated weights on AI Gateway, served by DeepSeek by default, with stronger agentic capabilities.

The scaling laws hold that a language model grows more capable with more parameters and more training data, and Mixture-of-Experts (MoE) architectures have ridden these laws to remarkable results, activating only a fraction of an enormous stored parameter…

I had to move from my backyard training space. Would a weight upgrade help me level up my workouts?

From XDA Developers: Chrome quietly installed 4GB of AI files on my PC — here’s how to remove them

Quantize LLMs for efficient deployment: GPTQ, AWQ, bitsandbytes, and GGUF for running models on consumer hardware.

A novel approach to weight initialization that lets you track exactly which parameters changed during training, enabling 60-70% safe pruning with zero quality loss

Artificial Neural Networks (ANNs) are computing systems inspired by how the human brain works....

If you use Chrome, there are 4GB of an AI model sitting on your machine that you never asked for. And...

It's May 2026 and there are a lot of coding models to choose from. Everything below is based on my...