GANs restore ancient Qin slips with cleaner characters
Nature paper uses generative adversarial networks to restore degraded Qin slips, while GM details AI driven car design and India wrestles with AI in agriculture
agents
LangChain publishes practical agent eval readiness checklist
LangChain shares an agent evaluation readiness checklist covering datasets, graders, offline and online evaluation, and production safety practices for AI agent
Claude Code cheat sheet becomes go-to agent reference
Claude Code cheat sheet, ProofShot UI recorder, and Mozilla.ai’s Cq standard show how AI coding agents are getting shared libraries, eyes on UIs, and structured
Antfly unifies text, vector, and graph search in one Go binary
Antfly ships a single-binary Go database for multimodal search, while OpenAI drops GPT-5.4 mini and nano and LangSmith adds secure sandboxes for agents.
Mastra ships runtime model routing and schema unification
Mastra 1.11.0 adds dynamic model fallback routing and schema unification, while AWS debuts disaggregated inference and NVIDIA launches OpenShell for safer long‑
Agent Harnesses, HF Buckets, and Bedrock Fine-tuning: Making Agents Actually Shippable
Hugging Face adds Storage Buckets, AWS streamlines Oumi fine-tuning into Bedrock, and LangChain dissects the “agent harness” pattern powering real production AI