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New multilingual, multimodal models pplx-embed-v2-late released

Two multilingual multimodal models (0.6B and 9B params) trained via representation distillation from an 18B teacher outperform similar-sized rivals on retrieval tasks; the 9B model provides high-quality embeddings for indexing, while the 0.6B model offers fast responses for real-time queries, with downloadable links and no stated licensing.

Jeffy · Playground

A multilingual setup trains 51 per-language voice classifiers (60 intents each) using Amazon MASSIVE data on CPU in 22 minutes. All classifiers share a 470MB paraphrase multilingual MiniLM encoder, which maps languages into a common embedding space, enabling cross-language classification with varying effectiveness.

After Huawei and DJI, the United States declares war on Chinese AI DeepSeek

Translated title. Original: Après Huawei et DJI, les États-Unis déclarent la guerre à l’IA chinoise DeepSeek

The text discusses competition between US and Chinese AI, noting that US models are not local and are significantly more expensive than DeepSeek, with HaikuMax at a similar level.

Harbor: New app from Apple subsidiary Claris for local AI models | heise online

Translated title. Original: Harbor: Neue App von Apple-Tochter Claris für lokale KI-Modelle | heise online

The notice says the article is available in English and that its translation received technical assistance and editorial review.

[2610.32002] DraMaze: A Multi-Agent Pipeline with Future-Aware Memory for Diverse Microdrama Script Generation

DraMaze presents a multi-agent approach to generate diverse microdrama scripts using memory-guided search and a backward narrative tree, introduces a bilingual benchmark MiDramaBench with causal-pattern metrics, and reports improved performance over baselines on long scripts across three LLMs.

Artificial intelligence, faced with the challenge of preserving the diversity of Spanish

Translated title. Original: La inteligencia artificial, ante el desafío de preservar la diversidad del español

A regional Spanish leader advocates using AI to protect the diversity of the Spanish language, presenting at a Buenos Aires university event.

Galaxy AI Languages Expand as Samsung Updates Bixby

Samsung announced updates expanding Galaxy AI language support, adding Malay and Hungarian to several tools and Polish, Thai, and Vietnamese to Bixby, with Live Translate reaching 24 languages. Rollout begins October 14 over coming weeks, but device-specific availability and feature parity across languages are not detailed.

Lucas Leiroz: Google “boycotts” Ukrainian, said the ombudsperson – INFOKURÝR

Translated title. Original: Lucas Leiroz: Google „bojkotuje“ ukrajinštinu, uvedla ombudsmanka – INFOKURÝR

Ukraine's language ombudsperson accuses Google of underproviding Ukrainian-language search results, claiming Russian results dominate due to geolocation and algorithmic behavior. A BRICS journalist counters that issues stem from language similarity and Cyrillic script, not anti-Ukraine bias, urging reforms to end derusification and improve relations between Ukrainian- and Russian-speaking communities.

Algorithmic reflexivity: how AI imitates reflective thinking - AI4Business

Translated title. Original: Riflessività algoritmica: come l’AI imita il pensiero riflessivo - AI4Business

A study of 50 Italian-language dialogues with GPT-4.1 found that five psychiatrists recognized language patterns consistent with mentalization in generated profiles. The authors point to possible uses in research and training, not therapy.

Nous adapts Qwen to “Western values” and measures fewer responses aligned with Beijing.

Translated title. Original: Nous adapta Qwen a "valores occidentales" y mide menos respuestas afines a Pekín

Nous Research says its fine-tuned Qwen model sharply reduced answers that a company-designed test classified as adopting China’s official narrative, while improving factual coverage. The evaluation covers 803 English political questions and does not show whether the change generalizes to other topics, languages, or governments.