Introducing Images 2.6
OpenAI 的图像模型升级到 2.6 了，出图更快还能直接做 GIF，用 API 做图像应用的朋友可以看看新的控制参数。
OpenAI 推出 Images 2.6 图像生成模型，覆盖 ChatGPT、Codex 和 API 三个入口。新版本在生成速度上更快，并支持 GIF 动图制作。编辑精度提升，同时面向 API 开发者新增了控制参数。
Introducing Images 2.6
Images 2.6 brings faster image generation, GIF creation, more precise editing, and new API controls across ChatGPT, Codex, and the API.
The finding reframes vulnerability discovery economics: a week of model compute can match a decade of human researcher output on Linux LPE hunting. Security teams maintaining open-source stacks should expect triage and patching pipelines to become the bottleneck rather than discovery. The comparison with tools like CodeQL-style static analysis is stark, since the model surfaced novel exploitation classes, not just known patterns.
OpenAI 用自己的安全模型在 Linux 内核里挖出 948 个提权漏洞还顺手打好补丁，一个漏洞成本约 1000 美元，自动化漏洞挖掘已经跑通全流程了。
OpenAI 的图像工具升级到 2.6 版本，能生成 GIF、还能丢参考图控制风格，API 生成速度也快了一半。
Marked-up inputs turn image editing from a prompt-guessing exercise into precise region targeting, which reduces failed generations and retry costs for anyone building editing features on the API. The complexity tiers (low, medium, high) act as a tuning knob: match them to scene density rather than defaulting high. Developers shipping photo-editing or design tools can test this against prior whole-image edit workflows to measure improvement in edit accuracy.
The overlay-based edit flow removes a context switch that previously pulled users away from their workspace, making iterative image tweaks faster during coding sessions. Developers who use Codex for multimodal tasks can now edit images in place and should update to the latest version to access the new overlay behaviour. It arrives alongside other recent Codex updates from OpenAI.
OpenAI 发了 GPT-Image-2.6，生成快了 50%，Sunburst 版本编辑图片时细节更稳，走 API 的可以试试。
