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Ayaannnnnnn/laya-guard-multilingual · Hugging Face

A fine-tuned multilingual guard for Laya gates shell commands with allow/review/block decisions, trained on ~1,300 masked commands and evaluated against its own criteria; data not published and design emphasizes user prompts and safety rules.

November 9, 2026: Perplexity introduces resident AI 'Teammates', Claude moves into personal finance management｜Trillion Bank｜AIエージェント決済基盤&Pay wallセキュリティーの会社

The digest covers five AI developments, including Perplexity’s agents for ongoing work, Claude’s read-only personal finance feature, and open translation model weights. It also reports AI agents conducting verified research and KDDI Iret publishing internal AI use cases.

Controlled natural language - Wikipedia

Controlled natural languages limit grammar and vocabulary to make text easier to read or easier for computers to analyze. Formal versions can map to logic and support automated checks and query answering.

Samsung adds support for more languages to Bixby and Galaxy AI

Samsung is extending language support across Bixby and Galaxy AI, adding multiple new languages and updating features like Call Assist, Interpreter, Note Assist, Transcript Assist, and Nudge. The updates begin rolling out now with broader availability in the coming weeks, tied to the Galaxy S26 series and One UI 9.0.

Apple and Samsung Surrender to Chinese AI in China

Translated title. Original: Apple e Samsung rendem-se à IA chinesa na China

Apple plans to partner with Alibaba, while Samsung already works with Baidu, to offer AI features suited to China’s rules and digital services. The partnerships may improve local features but also increase dependence on Chinese providers.

Release v0.40.9 · ollama/ollama · GitHub

Ollama announces v0.40.9 with SpeechOllama on Apple Silicon, expanded platform support for Flint, improved streaming and error handling, and better context handling for cloud models and coding tools; adds d3 decision models and a 2B–27B model family with audio endpoints.

This Old Nokia Phone Got An AI Upgrade It Was Never Designed For

A Turkish entrepreneur updates a Nokia 6300 with an AI app, Aikon, enabling multi-chatbot access (Claude, ChatGPT, Gemini, Grok) via a Go backend and 8kB data blocks for the small screen; it features reading mode, offline storage, media messages, and multilingual support, but is limited in the US due to 2G network shutdown and is open-sourced for others to adapt.

India is shaping how OpenAI builds products, says CTO Vijaye Raji | Company News - Business Standard

OpenAI is adapting its products for the Indian market, focusing on voice, reliability with intermittent connectivity, and native Android experiences. The company plans increased investment in India across consumer, enterprise, and developer segments, with rising ChatGPT usage and adoption by enterprises and educational institutions; Raji notes India’s Android-first landscape and that OpenAI has offices in Mumbai, Bengaluru, and Delhi.

Alibaba's Qwen AI model to integrate into Apple Intelligence in landmark partnership-Xinhua

Alibaba partners with Apple to embed its Qwen AI into Apple Intelligence for China, with testing in betas and a December rollout; features span Siri, writing and visual tools, with user controls and data-use assurances, amid supportive regulatory actions in China.

empirischtech/paratrace-v8-raid · Hugging Face

ParaTrace v8 is a RAID-tuned English text classifier that performs strongly on the RAID benchmark but poorly on ordinary writing. Its scores are not calibrated for other data, and the model should not be used to judge whether someone used AI.