Unite.AI

MOSEL: Advancing Speech Data Collection for All European Languages - The development of AI language models has largely been dominated by English, leaving many European languages underrepresented. This has created a significant imbalance in how AI technologies understand and respond to different languages and cultures. MOSEL aims to change this narrative by creating a comprehensive, open-source collection of speech data for the 24 official languages of the European Union. By providing diverse language data, MOSEL seeks to ensure that AI models are more inclusive and representative of Europe's rich linguistic landscape. Language diversity is crucial for ensuring inclusivity in AI development. Over-relying on English-centric models can result in technologies that […] - https://lnkd.in/erRmnAur

MOSEL: Advancing Speech Data Collection for All European Languages - The development of AI language models has largely been dominated by English, leaving many European languages underrepresented. This has created a significant imbalance in how AI technologies understand and respond to different languages and cultures. MOSEL aims to change this narrative by creating a comprehensive, open-source collection of speech data for the 24 official languages of the European Union. By providing diverse language data, MOSEL seeks to ensure that AI models are more inclusive and representative of Europe's rich linguistic landscape. Language diversity is crucial for ensuring inclusivity in AI development. Over-relying on English-centric models can result in technologies that […] - https://lnkd.in/erRmnAur

How Combining RAG with Streaming Databases Can Transform Real-Time Data Interaction - While large language models (LLMs) like GPT-3 and Llama are impressive in their capabilities, they often need more information and more access to domain-specific data. Retrieval-augmented generation (RAG) solves these challenges by combining LLMs with information retrieval. This integration allows for smooth interactions with real-time data using natural language, leading to its growing popularity in various industries. However, as the demand for RAG increases, its dependence on static knowledge has become a significant limitation. This article will delve into this critical bottleneck and how merging RAG with data streams could unlock new applications in various domains. How RAGs Redefine Interaction […] - https://lnkd.in/e7ivi_YG

How Combining RAG with Streaming Databases Can Transform Real-Time Data Interaction - While large language models (LLMs) like GPT-3 and Llama are impressive in their capabilities, they often need more information and more access to domain-specific data. Retrieval-augmented generation (RAG) solves these challenges by combining LLMs with information retrieval. This integration allows for smooth interactions with real-time data using natural language, leading to its growing popularity in various industries. However, as the demand for RAG increases, its dependence on static knowledge has become a significant limitation. This article will delve into this critical bottleneck and how merging RAG with data streams could unlock new applications in various domains. How RAGs Redefine Interaction […] - https://lnkd.in/e7ivi_YG

Dennis Ledenkof, CEO & Founder of roboSculptor – Interview Series - Dennis Ledenkof is the CEO and founder of roboSculptor the roboSculptor, an autonomous platform for body treatments developed by health industry experts and powered by AI. It ideally fits the longevity concept and delivers precise, safe, and comfortable touchless wellness treatments. Can you share the journey that led you to create roboSculptor? I came up with the idea to build a robotic body therapy system in 2019 during my trip to the US. I was looking for a distributor for an aesthetics device. While the potential partner liked the results, the procedure was too time-consuming and required highly skilled labor, […] - https://lnkd.in/epkWx9v2

Dennis Ledenkof, CEO & Founder of roboSculptor – Interview Series - Dennis Ledenkof is the CEO and founder of roboSculptor the roboSculptor, an autonomous platform for body treatments developed by health industry experts and powered by AI. It ideally fits the longevity concept and delivers precise, safe, and comfortable touchless wellness treatments. Can you share the journey that led you to create roboSculptor? I came up with the idea to build a robotic body therapy system in 2019 during my trip to the US. I was looking for a distributor for an aesthetics device. While the potential partner liked the results, the procedure was too time-consuming and required highly skilled labor, […] - https://lnkd.in/epkWx9v2

Microdosing on Low-Hallucinogenic AI - The Agentforce is here. Salesforce wrapped another edition of its annual Dreamforce conference this September. Joining the swarms of attendees — and the swarms of Waymos shuttling them around an extra-cleaned San Francisco — we each now have a swarm of agents at our fingertips to transform work, neatly controlled within the Salesforce ecosystem. While Dreamforce is always a spectacle for its marketing-honed pronouncements of the future, this year provided an unexpectedly compelling vision of how AI-based agents are about to revolutionize the workplace and customer experience. Let’s temper our expectations for just a bit longer. Benioff pondered at his […] - https://lnkd.in/ezdUwgwz

Microdosing on Low-Hallucinogenic AI - The Agentforce is here. Salesforce wrapped another edition of its annual Dreamforce conference this September. Joining the swarms of attendees — and the swarms of Waymos shuttling them around an extra-cleaned San Francisco — we each now have a swarm of agents at our fingertips to transform work, neatly controlled within the Salesforce ecosystem. While Dreamforce is always a spectacle for its marketing-honed pronouncements of the future, this year provided an unexpectedly compelling vision of how AI-based agents are about to revolutionize the workplace and customer experience. Let’s temper our expectations for just a bit longer. Benioff pondered at his […] - https://lnkd.in/ezdUwgwz

Extracting Training Data From Fine-Tuned Stable Diffusion Models - New research from the US presents a method to extract significant portions of training data from fine-tuned models. This could potentially provide legal evidence in cases where an artist's style has been copied, or where copyrighted images have been used to train generative models of public figures, IP-protected characters, or other content. Such models are widely and freely available on the internet, primarily through the enormous user-contributed archives of civit.ai, and, to a lesser extent, on the Hugging Face repository platform. The new model developed by the researchers is called FineXtract, and the authors contend that it achieves state-of-the-art results […] - https://lnkd.in/eWJBzHqg

Extracting Training Data From Fine-Tuned Stable Diffusion Models - New research from the US presents a method to extract significant portions of training data from fine-tuned models. This could potentially provide legal evidence in cases where an artist's style has been copied, or where copyrighted images have been used to train generative models of public figures, IP-protected characters, or other content. Such models are widely and freely available on the internet, primarily through the enormous user-contributed archives of civit.ai, and, to a lesser extent, on the Hugging Face repository platform. The new model developed by the researchers is called FineXtract, and the authors contend that it achieves state-of-the-art results […] - https://lnkd.in/eWJBzHqg