Sora API and MCP: how to add video generation to your project
Sora 2 and Sora 2 Pro: capabilities, the /v1/videos/generations endpoint, MCP tools and getting a key.
The Ataraxos AI beat the best Stratego player in history — and learned for thousands of dollars, not millions
A Nature paper: a team from CMU, MIT, NYU and Stanford built an AI that mastered a game of hidden information and crushed the most decorated Stratego player ever — 15 wins with 4 draws. Earlier efforts failed at the same task even with a multimillion-dollar budget.
How to remove filler words from a video: uh, um and dead air
A tool in the Avatar Video section that cuts «uh», «um» and long pauses out of a finished video and returns a shorter clip. How to run it and what it costs.
DeepSeek Harness: what an agent framework is and how to run one
A harness is the shell around a language model that turns it into an agent: it adds tools, memory and an action loop. Here is why you need it, why DeepSeek Flash is the usual engine, and how to launch an agent on NeuralSpace with nothing to install.
Seedream 5 Flash: fast image generation is live
Seedream 5 Flash has arrived in the Images section — the fastest and most affordable model of the fifth Seedream generation: text-to-image and edits with up to ten reference photos at one flat price per image; layer decomposition is billed per layer.