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Machine Heart
Machine Heart
Jun 1, 2026 · Artificial Intelligence

Thought-Aligner: Enabling Agents to Think Twice Before Acting

Thought-Aligner introduces a lightweight, plug‑in safety layer that corrects unsafe reasoning in AI agents during the millisecond window between thought generation and action execution, dramatically improving behavioral safety while preserving task usefulness across benchmark and real‑world deployments.

AI safetyagent alignmentbenchmark evaluation
0 likes · 11 min read
Thought-Aligner: Enabling Agents to Think Twice Before Acting
Alimama Tech
Alimama Tech
Oct 15, 2025 · Artificial Intelligence

How Alibaba’s Taobao Starry Model Delivers Precise, Consistent E‑commerce Image Edits

Alibaba’s Taobao Starry Image Editing model tackles the e‑commerce challenge of maintaining visual consistency by introducing a high‑fidelity, plug‑in architecture, a million‑scale consistency dataset, and multi‑stage multilingual training, enabling precise, controllable edits without altering product layout or background.

ConsistencyData EngineeringE-commerce AI
0 likes · 10 min read
How Alibaba’s Taobao Starry Model Delivers Precise, Consistent E‑commerce Image Edits