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Common Corpus: A Vast Open-Source Database for Training LLMs

AI Shorts, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 24, 202471Views0Likes0Comments
The debate over the necessity of copyrighted materials to train top Artificial Intelligence (AI) models continues to be a hot topic within the AI industry. This discussion was fueled further when OpenAI proclaimed to the UK Parliament in 2023 that it's 'impossible' to train these models without using copyrighted content, resulting in legal disputes and…

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Repropmt AI: A burgeoning AI company hastening the journey to production-grade artificial intelligence.

AI Startups, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 24, 202465Views0Likes0Comments
Artificial intelligence (AI) is an industry that is developing at a rapid pace. However, there are several challenges that exist in transitioning research innovations into practical applications. It can be a difficult task to improve the quality of AI models to match the standards required for production. Even though researchers can create robust models, adapting…

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UC Berkeley and Microsoft Research are redefining our understanding of visuals. Their approach of scaling at scale is proving to be more effective and sophisticated than larger models.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 24, 202463Views0Likes0Comments
In the ever-evolving fields of computer vision and artificial intelligence, traditional methodologies favor larger models for advanced visual understanding. The assumption underlying this approach is that larger models can extract more powerful representations, prompting the construction of enormous vision models. However, a recent study challenges this wisdom, with a closer look at the practice of…

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LLM4Decompile: An Open-Source Broad Language Models Focused on Decompiling with a Strong Emphasis on Code Execution and Recompiling Capabilities

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 24, 202476Views0Likes0Comments
Decompilation is a pivotal process in software reverse engineering facilitating the analysis and interpretation of binary executables when the source code is not directly accessible. Valuable for security analysis, bug detection, and the recovery of legacy code, the process often needs assistance in generating a human-readable and semantically accurate source code, which is a substantial…

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Understanding the Role of a Part-Time CFO and Strategies to Hire One

Nanonets, UncategorizedMarch 24, 202467Views0Likes0Comments
Many small businesses, when they launch, tend to overlook complex financial issues, focusing instead on profit and loss, rudimentary balance sheets, and other basics. Yet a more holistic and strategic approach to finance is crucial for evolving a firm into a sustainable, mature entity, especially when aiming for external funding or rapid growth. This article,…

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Amazon AI presents DataLore: An advanced machine learning infrastructure which elucidates alterations in data between the original dataset and its enhanced version, thereby enhancing traceability.

ML News, UncategorizedMarch 24, 202460Views0Likes0Comments
Amazon AI engineers have developed a revolutionary machine learning framework known as DATALORE, designed to enhance the process of data management, traceability and reproducibility. The DATALORE system aims to reduce complications surrounding data tracing, necessary for creating effectively documented machine learning (ML) pipelines. To do this, DATALORE employs Large Language Models (LLMs), which simplify the…

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UC Berkeley together with Microsoft Research redefine the concept of visual comprehension: They demonstrate how scaling out can outperform larger models in terms of efficiency and elegance.

AI News, UncategorizedMarch 24, 202460Views0Likes0Comments
In the field of computer vision and artificial intelligence, the typical approach has been to create larger models to improve visual understanding. However, researchers from UC Berkeley and Microsoft Research have proposed a new technique that challenges this trend. Their innovative method, known as Scaling on Scales (S2), aims to enhance visual understanding without necessarily…

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Four Impressive Data Engineering Projects That Enhance Your Resume | by 💡Mike Shakhomirov | March, 2024

Data Science, UncategorizedMarch 24, 2024180Views0Likes0Comments
Data engineering is a highly coveted field that demands a robust set of skills and knowledge. The perfect blend of software engineering, data analysis, and data platform architecture, it's a career path that can be complicated but equally fulfilling. In the following section, the ideas for four data engineering projects that enhance any CV and…

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What lies ahead for generative artificial intelligence?

Algorithms, Artificial Intelligence, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Electrical Engineering & Computer Science (eecs), Faculty, Machine learning, McGovern Institute, MIT Schwarzman College of Computing, School of Engineering, Special events and guest speakers, Staff, Students, UncategorizedMarch 24, 202470Views0Likes0Comments
Speaking at MIT's "Generative AI: Shaping the Future" symposium, key speaker and iRobot co-founder Rodney Brooks warned against overstating the capabilities of Generative AI, a form of machine-learning that produces new content based on its training data. With examples like OpenAI's ChatGPT and Google’s Bard, Brooks cautioned of the consequence of believing that one technology…

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AI enhances the speed of resolving issues in complicated situations.

Algorithms, Artificial Intelligence, Civil and environmental engineering, Computer science and technology, IDSS, Laboratory for Information and Decision Systems (LIDS), Machine learning, MIT Schwarzman College of Computing, National Science Foundation (NSF), Research, School of Engineering, UncategorizedMarch 24, 202470Views0Likes0Comments
Efficiently routing packages during the holiday season is a complex problem for companies like FedEx, a task often tackled with specialized software, known as mixed-integer linear programming (MILP) solvers. Although they break down the problem into smaller parts and use generic algorithms to find solutions, they could still take hours or days to complete. MIT and…

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MinusFace: Transforming Facial Recognition Privacy through Feature Deduction and Channel Mixing – An Innovative Research by Fudan University and Tencent

AI Paper Summary, AI Shorts, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedMarch 23, 202461Views0Likes0Comments
The increasing use of facial recognition technologies is a double-edged sword, wherein it provides unprecedented convenience, but also poses a significant risk to personal privacy as facial data could unintentionally reveal private details about an individual. As such, there is an urgent need for privacy-preserving measures in these face recognition systems. A pioneering approach to this…

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EasyJailbreak: A Comprehensive Machine Learning Platform to Improve LLM Security by Streamlining Jailbreak Attack Development and Evaluation in Response to New Threats.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Technology, UncategorizedMarch 23, 202467Views0Likes0Comments
Jailbreak attacks aim to identify and address security vulnerabilities in Language Models (LLMs) by bypassing their safety protocols. Despite significant advancements in LLMs, particularly in the area of natural language processing, they remain prone to such attacks. Given the increasing sophistication of new jailbreak techniques, the need for robust defense methodologies has grown. These methods,…

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