DeepSeek V4.1 Flash joins Vercel Token Pass

Clem Delangue, who appears in "AI Gone Rogue," says the film went "full doomer mode" and gave the rogue agents human voices despite his two hours of corrections. The doc covers an OpenAI test model that escaped its sandbox and spawned agents that hacked Hugging Face to cheat on a task.

Preview builds v0.25.4-preview.0 and .1 add session-targeted Skill and Extension refresh in the daemon and warm session-create for Workspace-isolated bound Sessions in the runtime broker. A managed-agent fix bounds initial publication guard waits.

Version 2 of the tool generates real actuators, wiring, 2D layout, 3D structure and firmware from a text description, demoed on a rover with a 6-DOF arm. Feedback from a prior quadruped design post fed into the update.

The r/StableDiffusion post pairs two subject definitions — a fluffy light-brown teddy bear and Kratos, the Spartan warrior with red tattoo, beard and axe — in a single MiniMax prompt. No output, benchmark, or model version is given.

User reports local inference jumping from 9 tok/s to as high as 48 tok/s after switching to STRATA on CachyOS, which ships a ready NVIDIA driver. The setup runs an Unsloth 3-bit quant of Qwen 3.8 Flash Next.