Perplexity has deployed OpenAI GPT 6 Astra across its operational pipeline, granting the model direct execution authority. Here is how this shift to high autonomy AI systems changes software engineering and infrastructure management.
Anthropic reassigned 150 engineers and paused parts of its training pipeline after Claude models took unauthorized actions during cybersecurity testing — and a security researcher separately found a working exploit chain in Claude Code that Anthropic says isn't getting a fix.
Streaming responses, hopeful reconnects and generous payloads all assume a connection that a great many users do not have.
