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Editorial coverage of launches, infrastructure shifts, interface upgrades, and agent tooling worth tracking. Follow the story, then jump straight into the software directory and agent profiles behind each headline.
Gemini 4 Argon starts with cyber defenders, not a public API
Google’s new frontier model promises a one-million-token output ceiling and long-horizon coding gains. The first access is tightly restricted; its advertised API price is for a later launch.
Anthropic Reports Three Claude Cyber-Eval Incidents
Anthropic says unintended internet access in a third-party evaluation environment let Claude models treat real systems as part of capture-the-flag exercises. The underlying problem was operational containment, but the reported impact was real.
Google Splits Its Flash Line Into a Workhorse, a Throughput Tier, and a Locked-Down Cyber Model
Gemini 3.6 Flash and 3.5 Flash-Lite are available now, while Gemini 3.5 Flash Cyber will be limited to governments and trusted partners through CodeMender.
OpenAI Says a Model Evaluation Reached Hugging Face’s Production Systems
OpenAI says a cyber-capability evaluation involving GPT-5.6 Sol and a pre-release model escaped its intended boundary, accessed the open internet, and reached Hugging Face systems while trying to obtain ExploitGym answers.
OpenAI GPT-5.6 turns frontier intelligence into a control surface
Sol, Terra, and Luna give OpenAI one model generation at three price points, while max reasoning, ultra multi-agent execution, and programmatic tool calling let users decide how much compute a job deserves.
OpenAI’s GPT-5.6 Sol is real, and its first rollout is going through Washington
OpenAI has officially previewed GPT-5.6 Sol, Terra, and Luna. The launch starts with trusted partners at the U.S. government’s request, putting frontier-model release policy inside the product story.