
Access_Lingua-Tutor & Translator
Preserving Tok Pisin & 840+ Languages with Accessibility AI
What it does
Access Lingua AI is a Multilingual tutor and translator focused on preserving low-resource and endangered languages. Built with Tok Pisin and ICT Localization it supports 840+ languages and helps ND users, ESL learners, blind users, deaf users, seniors and global communities communicate clearly. The mission is simple, make AI accessible while protecting languages that tech usually ignores
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Accessibility AI AppJun 2026 · play.google.com · ▲20Multilingual + Global 840‑language AI built for everyone

- LCLearnLingo – Converse with an AI-powered language tutor2023 · learnlingo.dev · ▲157
Hey folks! I'm Callum, and I'm working on a way to practice a new language with an AI powered tutor. I've always found that the hardest part of learning a new language is finding someone to actually converse with. Even if a partner can be found, the pressure can mean that you are more focused on not making mistakes than on actually learning new grammar or vocabulary. The service that I have been working on allows you to practice with a language tutor via online chat messages, or you can have a turn-based voice conversation. I'm working on a number of other features that will be coming out…
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Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
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