2026-08-09

The latest addition is 从蒸馏到合成数据到 RSI，模型竞争的下一个焦点是什么？｜对谈 Evolvent AI 联创孟繁青, a 42章经 interview with 孟繁青 of Evolvent AI on post-training, Synthetic Agent Data, Environment-Based Agent Benchmarks, Model Distillation / 模型蒸馏, and RSI. It adds Meng Fanqing / 孟繁青, Evolvent AI, RSIbench-data, Environment-Based Agent Benchmarks, Synthetic Agent Data, and RSI Data, while extending 42章经, Recursive Self-Improvement, Auto Research, Model Distillation / 模型蒸馏, Agent Post-Training, Model Post-Training Bottleneck, Agent Evaluation Benchmarks, Agent Data, AI Data Infrastructure, Data Pricing In AI, Kimi, and DeepSeek. Its core synthesis is that model competition is moving toward environments and verifiable training traces: distillation can accelerate catch-up, but lasting advantage depends on architecture, pretraining, data quality, benchmark design, harness fit, organization speed, and whether models can turn feedback into future capability.

The latest addition is 144 ✪ 国货出海新趋势：山下有松、观夏、PANE, a 疯投圈 episode on Chinese consumer-brand soft power through 山下有松 / Shanxia Yousong, 观夏 / Guanxia, Sandunban / 三顿半, and PANE. It adds 山下有松 / Shanxia Yousong, PANE, Chinese Consumer Brand Soft Power / 中国消费品牌软实力, and Aspirational Emotional Premium / 向往感溢价, while extending 疯投圈, 观夏 / Guanxia, Sandunban / 三顿半, Pop Mart / 泡泡玛特, 文淇 / Wen Qi, Inbound Tourism Brand Discovery, National Export Branding, Brand Podcasting, Emotion Economy / 情绪经济, Chinese Fragrance / 中式香气, Line Incense Daily Life / 线香日常化, Fragrance Product Storytelling / 香气产品叙事, Experience-Led Brand, Quality Low Price And Reasoned Premium / 有品质的低价与有理由的溢价, Subculture Led Marketing, Fan Economy, Story Led Consumer Branding, Consumer Brand Moat, Global Product Localization, and National Goods Branding. Its core synthesis is that Chinese consumer brands are beginning to globalize through design, story, stores, social circulation, cultural legibility, and aspirational identity rather than only function, low price, or manufacturing scale, but the source keeps the trend early and source-scoped rather than treating tourist queues or Instagram heat as proof of mature overseas channels.