Tencent's Marvis Adds Third-Party AI Model Support
The live feature supports models from Tencent Cloud, Alibaba Cloud, DeepSeek, MiniMax, Kimi, Zhipu and Xiaomi.
Models, agents, applications: artificial intelligence put to work on real problems.
Here, artificial intelligence is judged on the evidence: what it does, for whom, at what cost. The section follows models and their measurable progress, agents doing real work, and above all deployments — a hospital screening more patients, a power grid better balanced, a public service answering faster. AI-as-spectacle, productless funding rounds and prophecy get no space.
We favour documented use cases with the numbers attached: how many examinations, what error rate, what savings. Non-Western players — Chinese, Indian, Emirati labs — are covered on the same footing as American ones, because much of the real deployment happens there. Every article cites its sources and separates the prototype from the service in production.
The live feature supports models from Tencent Cloud, Alibaba Cloud, DeepSeek, MiniMax, Kimi, Zhipu and Xiaomi.
The model can read images and integrate them into agent workflows for office work, development and content production.
Version v0.1.0-rc.8 adds native image requests and mixed text-image tasks.
The US-only API offers models from OpenAI, Anthropic, DeepSeek and other providers.
Volcano Engine says Doubao is being rolled out in batches with in-car system updates to the Model 3, Model Y, Model S and Model X.
DeepSeek has released the ‘DeepSeek Harness’ execution program alongside its latest V4-Pro model.
- Moonshot's Kimi K3 offers open weights with 2.8 trillion parameters.
- DeepSeek has open-sourced a developer preview of Harness under the MIT license.