顶级AI翻车的活儿，被这个新出的免费国产AI接住了！
商汤上新了免费的 SenseNova 6.8 Flash，轻量任务响应快还支持商用，预算紧的项目可以直接试试接入。
商汤推出 SenseNova 6.8 Flash 模型，主打免费使用。该模型面向轻量级推理场景，在成本上相比大参数模型更有优势。SenseNova 6.8 Flash 支持商用授权，开发者可直接接入商汤的 API。
顶级AI翻车的活儿，被这个新出的免费国产AI接住了！
商汤SenseNova 6.8 Flash
Parameter-sharing loops let a 9B model punch at 27B weight class, which cuts inference cost for teams running complex agent pipelines on limited hardware. Developers building coding or office-automation agents can download the weights from Hugging Face and benchmark them against Qwen3.5-27B directly. The approach also signals a broader shift in Chinese labs toward compute-depth efficiency over raw parameter scaling.
The result suggests the agent harness — not just the foundation model — is a decisive lever for robot performance, with a near-doubling of RoboDojo achieved purely through system design. Developers building embodied or multi-agent pipelines can borrow the multi-point EEF prediction and feedback-subagent patterns without retraining models. It also points to a shift in research effort from model scaling toward recursive harness optimisation.
商汤的 SenseNova U1 Pro 图像模型上线了，走交错式思维链生成，最高能出 8K 分辨率图，Raccoon 应用和 API 都能用。
For developers, this provides a large-scale, open-source alternative to other unified vision models.
商汤首次实现盈利，SenseNova模型表现优异，Token工厂服务量大幅增长，值得关注。
商汤出了个能自己跑完整个流程的轻量模型，你只管给目标，它自己干活，还能做PPT、操作浏览器，想省事的可以试试。
