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Thinking Machines amps up its bet against one-size-fits-all AI with its first open model, Inkling | TechCrunch

news analysis · news · 2026-07-15 · 8 techniques

Mixture of Experts Configurable reasoning effort Calibrated answers with uncertainty flagging Distillation for Post-Training Data Generation Fine-tuning via Tinker platform Interaction models (AI that listens, speaks, and interrupts)Large-Scale Reinforcement Learning Pre-training from scratch