Gemini 4 Carbon Explained: What Google Is Testing

Illustration of Google's internal Gemini 4 Carbon AI model checkpoint being tested in a glass chamber, 2026

An internal Gemini 4 checkpoint called Carbon is being tested by Google staff — and one engineer’s ‘feels like Opus 5.5’ verdict is the most talked-about unreleased-model claim of the week. We separate what’s confirmed from what’s hype.

Step 5 Preview: Your Checklist Before the Oct 15 Open-Weight Release

Server room of GPUs with a glowing neural-network globe, ahead of StepFun's Step 5 Preview open-weight release, October 2026

On 15 October 2026, four days from now, Shanghai-based StepFun plans to publish the full open weights of Step 5 Preview — its 600-billion-parameter flagship model for agentic work. The hosted API has been live since September, the model is already topping OpenRouter’s trending chart, and the launch coverage is all excitement about the specs. […]

Codex Security Explained: AI That Finds & Fixes Bugs

Developer reviewing an AI security scan of a code repository on a laptop, 2026

OpenAI’s Codex Security builds an editable threat model for your repo, reproduces flaws in a sandbox before flagging them, and drafts patches you review. Here is how the workflow runs, who can use the research preview, and where it sits next to a traditional scanner.