Meta's Jason Weston introduces HackBench for reward hacking in autoresearch agents

A ComfyUI user building a music video found some scenes too complex for MiniMax reference-to-video to follow from a prompt alone, so they split shots into a 2x2 storyboard grid. The workflow post links a YouTube walkthrough of the results.

The plugin bundles skills and connectors built with ~30 nonprofits for fundraising, marketing, and hiring, grounded in each org's context and AI policy. Over 25,000 nonprofits already use Claude, and more than 75% of them have fewer than 10 seats.

GPT-6.1 Terra targets visual reasoning, computer use, and writing at a lower price, with a context window over 1M tokens and a fast mode variant. OpenAI still recommends its larger GPT-6 models for the most complex coding tasks.

Reuters reports $480 billion has been wiped out in China's AI sector, framing the bubble as already burst rather than looming. The Reddit thread sharing the story drew discussion on r/Singularity.

AWS post walks through managing computer vision models across many cameras and lines once a single-camera quality inspection proof of concept succeeds. Uses SageMaker SDK v3 for the fleet-wide lifecycle.