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阿里云Source-reviewed updates on AI models, APIs, research, security, and regulation. Read original evidence and track pricing and model changes.
DeepSeek has opened a public beta for the official V4-Flash API. The release keeps the existing model name, improves performance across several agent benchmarks, and adds native Responses API and Codex support.
Alibaba’s Qwen has introduced Qwen3.8-Max, describing it as the most capable model in the Qwen family so far. The model is reported to have 2.4 trillion total parameters, 95 billion activated parameters, and a 1-million-token context window.
OpenAI says GPT-5.6 Sol helped optimize the production infrastructure and inference stack used to run it. The work spans GPU kernels, routing, scheduling, caching, and model implementation; a secondary report attributes roughly 20% lower serving costs and more than 15% better token-generation efficiency to the changes.
DigitalOcean has added Moonshot AI’s Kimi K3 to its Inference Engine, allowing developers to access the model through managed Serverless Inference without operating their own serving infrastructure.
DeepSeek has released the V4-Flash-0731 API in public beta. The update focuses on agentic and coding performance, adds native OpenAI Responses API support, and enables a more direct Codex integration.
One user says they consumed roughly 2.8 billion tokens with Opus 5 in a day and found it better than the revised Fable 5 across most capabilities. The same account gives GPT-5.6 Sol an edge on complex backend logic and long-running tasks. Available evidence supports Opus 5's efficiency, but sources disagree about its overall ranking against the two competing models.
Gemini 3.5 Flash-Lite is a low-latency, cost-efficient multimodal model designed for repetitive, high-volume tasks such as ticket sorting, classification and data extraction. Google says it processes these workloads with lower latency than Gemini 3.5 Flash.
Moonshot AI says Kimi K3 is now available through Together AI, offering high-throughput inference for coding agents and production use cases.
Moonshot AI’s Kimi K3 is now available through Fireworks for hosted deployment and LoRA fine-tuning. The model has roughly 2.8 trillion parameters, a 1-million-token context window, and native vision support.
Baseten has made Moonshot’s Kimi K3 available through its Model APIs as a day-one launch partner.
Moonshot AI's Kimi K3 is now available on Modal through its Shared API and Auto Endpoint offerings. Modal says it added a custom DFlash speculative model tuned to K3 and can deliver up to 460 tokens per second.
DeepSeek has opened its official V4-Flash API to public beta, reporting stronger agent performance and support for the Responses API format and Codex.
DeepSeek has released the experimental V3.2-Exp model, built on V3.1-Terminus and introducing DeepSeek Sparse Attention for more efficient long-context training and inference. The model is available across the app, web, and API, with API prices reduced by more than 50%.