AI turbulence hits OpenAI, DeepSeek, Anthropic and more—progress on Navier‑Stokes, legal fights over training data, and the rise of giant models like DeepSeek V4.1 Flash.
Anthropic accuses Alibaba, Moonshot AI and DeepSeek of large‑scale distillation, using Claude models in millions of exchanges to train their own AI systems.
DeepSeek v4.1 Flash tops Astra’s performance yet runs 1.4% of the cost—discover how synthetic data, Chinese hardware, and local limits shape next‑gen AI.
Qwen 3.8’s 27B and Flash Next models deliver blazing inference speeds—2.8x faster with NInfer on RTX 5090—while small‑distilled versions run efficiently on consumer GPUs, helping developers weigh local vs. cloud deployment costs.
Ling-3.0-flash‑VL merges fast LLM power with vision‑language AI, offering rapid visual perception, STEM reasoning and multimodal agent tasks—yet unverified.