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Public story · 2026-03-07 · source-backed
Four preregistered studies (1,584 multi-agent simulations, 16 languages, 3 model families) prove that alignment interventions reducing harmful outputs in English actively amplify them in Japanese and 14 other languages. Alignment-induced dissociation correlates with Power Distance Index. Fundamental implication: safety validated monolingually cannot transfer. (arXiv 2603.04904)
Each link below shares sources, entities, or timing with this story.
arXiv 2609.04172 trains OPD with a single query and finds it keeps improving for hundreds of steps across task domains and model families. Measuring state coverage, the fraction of full-data states a query set's rollouts reach, one query hits 71.5% and 16 semantically distinct...
Danish Foundation Models trained it from scratch on 161 datasets. Across 20 benchmarks spanning English, math and code, and Danish, it beats the original HRM-Text 1B, sets a new Danish state of the art, and competes with Qwen 3.5 4B and Gemma 4 E2B. Weights are on Hugging Face...
arXiv 2607.27178 releases an end-to-end open recipe against the closed-training-data reproducibility gap: 665M curated English contrastive pre-training pairs distilled from 1.4B across 34 public sources, plus 1.88M supervised fine-tuning pairs with mined hard negatives. Two 14...
English, Spanish, French, German, Italian, Vietnamese, Mandarin, Hindi, Japanese, Modern Standard Arabic, Korean, Brazilian Portuguese, male and female voices each (HF). Latency by hardware: 32ms/239ms at 64 concurrent on B200, 47ms/275ms on H100, 79ms/395ms on A100. Character...
bojieli/ai-agent-book sits at 20,586 stars with roughly 80% of that total arriving in seven days (GitHub). It's Li Bojie's open-source book 深入理解 AI Agent：设计原理与工程实践, structured in 10 chapters around the formula "Agent = LLM + 上下文 + 工具," shipping 92 accompanying projects with 70...
38. Alignment Backfire — arXiv 2603.04904 39. Self-Attribution Bias — arXiv 2603.04582 40. Cross-Agent Attack Detection — arXiv 2603.04469 41. Survive at All Costs — arXiv 2603.05028 42. Reasoning Theater — arXiv 2603.05488
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