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InclusionAI (Ant Group's lab) launched Ling 3.0 Tiny, a closed API model with 1.3B activated params out of 7.9B total, 256K context, native function calling, and a thinking/instant mode, aimed at multi-turn agent tool loops. The article questions the efficiency curve and notes no independent evals or open weights.
Dario Amodei suggests that closed-weight, secret models may be worse than open-weight ones, sparking discussion on AI transparency and safety.