This is extremely impressive if Astra is doing this end to end and simply translating visual input to brushstroke coordinates one by one directly. Less impressive if Astra wrote a program that does this.
Introducing GLM-5.3: Built to Code. Ready for Cyber Defense.
- Top-tier coding and agentic capabilities, achieved through post-training on the 743B base model
- A major leap in cybersecurity, setting a new standard among open models
Tech Blog: z.ai/blog/glm-5.3
People should watch this!
You need not understand it all to get the gist ("the models are v. smart now and often misaligned").
One bit of relevant context, though - the models sound weird bc these are internal monologues, and concision is rewarded in the training process.