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As AI technology progresses, models may acquire powerful capabilities that could be misused, resulting in significant risks in high-stakes domains such as autonomy, cybersecurity, biosecurity, and machine learning research and development. The key challenge is to ensure that any advancement in AI systems is developed and deployed safely, aligning with human values and societal goals…
Artificial intelligence’s incorporation has become a paradigm shifter in the dynamic field of biological research. Artificial intelligence (AI) powered tools are revolutionizing bioinformatics, helping to speed up drug development and decipher genomic puzzles. Here are the top AI tools for genomics, drug discovery, and machine learning ML. DeepVariant Google’s variant-calling tool is DeepVariant. This analysis…
Bisheng, launched under the Apache 2.0 License, is an innovative open-source platform designed to facilitate and accelerate the development of Large Language Model (LLM) applications. The platform is named after the inventor of movable type printing, symbolizing its potential to revolutionize the dissemination of knowledge through intelligent applications. The platform is built to cater to…
The Python Testbed for Federated Learning Algorithms (PTB-FLA) is a low-code framework developed for the EU Horizon 2020 project TaRDIS, aimed at simplifying the creation of decentralized and distributed applications for edge systems. Written in pure Python, PTB-FLA is lightweight and easy to install, making it suitable for small IoT devices. It supports both centralized…
Brain-computer interfaces (BCIs) focus on creating direct communication pathways between the brain and external devices. This technology has applications in medical, entertainment, and communication sectors, enabling tasks such as controlling prosthetic limbs, interacting with virtual environments, and decoding complex cognitive states from brain activity. BCIs are particularly impactful in assisting individuals with disabilities, enhancing human-computer…
The origins of quantum computing trace back to Richard Feynman’s ideas of simulating various Hamiltonians using controlled quantum systems, with David Deutsch later formulating the theory of quantum Turing machines. This led to the proposal of numerous quantum algorithms, driving rapid advancements in quantum computing. Quantum machine learning (QML), an interdisciplinary field, aims to accelerate…
Retrieval-augmented generation (RAG) is a cutting-edge technique in artificial intelligence that combines the strengths of retrieval-based approaches with generative models. This integration allows for creating high-quality, contextually relevant responses by leveraging vast datasets. RAG has significantly improved the performance of virtual assistants, chatbots, and information retrieval systems by ensuring that generated responses are accurate and…
The increasing availability of digital text in diverse languages and scripts presents a significant challenge for natural language processing (NLP). Multilingual pre-trained language models (mPLMs) often struggle to handle transliterated data effectively, leading to performance degradation. Addressing this issue is crucial for improving cross-lingual transfer learning and ensuring accurate NLP applications across various languages and…
Video understanding is one of the evolving areas of research in artificial intelligence (AI), focusing on enabling machines to comprehend and analyze visual content. Tasks like recognizing objects, understanding human actions, and interpreting events within a video come under this domain. Advancements in this domain find crucial applications in autonomous driving, surveillance, and entertainment industries.…
Large Language Models (LLMs) such as ChatGPT have attracted a lot of attention since they can perform a wide range of activities, including language processing, knowledge extraction, reasoning, planning, coding, and tool use. These abilities have sparked research into creating even more sophisticated AI models and hint at the possibility of Artificial General Intelligence (AGI). …