InfoQ Homepage Artificial Intelligence Content on InfoQ
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A Modern Compute Stack for Scaling Large AI, ML, & LLM Workloads at QCon SF
Jules Damji, a lead developer advocate at Anyscale Inc., discussed the difficulties data scientists encounter when managing infrastructure for machine learning models. He emphasized the necessity for a framework that supports the latest machine learning libraries, is easily manageable, and can scale to accommodate large datasets and models. Damji introduced Ray as a potential solution.
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The Challenges of Producing Quality Code When Using AI-Based Generalistic Models
Using AI with generalistic models to do very specific things like generating code can cause problems. Producing code with AI is like using code from someone else who you don’t know which may not match your standards and quality. Creating specialised or dedicated models can be a way out.
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AI a “Must-Have” in GitLab’s 2023 Global DevSecOps Report
GitLab has released their 2023 Global DevSecOps AI report, with the key finding that AI and ML use is evolving from a "nice-to-have" to a "must-have". The report shows that 23% of organizations are already using AI in software development, and of those, 60% are using it daily. Furthermore, 65% of respondents said they are using AI and ML for testing now, or would be within the next three years.
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AI, ML, Data Engineering News Roundup: Stable Chat, Vertex AI, ChatGPT and Code Llama
The most recent update, which covers developments through September 4, 2023, highlights significant pronouncements and accomplishments in the fields of artificial intelligence, machine learning, and data science. Developments from Stability AI, Google, OpenAI, and Meta were among this week's significant stories.
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Weekly Update on Large Language Models: PointLLM, WALL-E, AskIt, and Jais
The most recent compilation of advanced research, inventive applications, and notable unveilings in the realm of Large Language Models (LLMs) during the week starting September 4th, 2023.
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Duet AI Integration for Google Apigee API Management and Application Integration
At its Cloud Next event, Google announced the introduction of Duet AI into its cloud services Apigee API Management and Application integration to support developers in building APIs, integration flows, and extensions that connect Vertex AI or ChatGPT to real-world data through APIs. These capabilities will come in a private preview through Google Cloud’s Trusted Tester program in the coming weeks
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Rider 2023.2 with C# Updates, UX/UI Enhancements and AI Assistant
Rider 2023.2 is now generally available. This version contains improvements to C# language support. They are related to code readability and improve the programming experience. Further, there are some UI/UX enhancements. JetBrains also presented AI Assistant, which for now has limited access.
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Google Cloud Unveils AlloyDB AI: Transforming PostgreSQL with Advanced Vector Embeddings and AI
During the recent Google Cloud Next, Google announced AlloyDB AI in preview as an integral part of AlloyDB for PostgreSQL, allowing developers to build generative (gen) Artificial Intelligence (AI) applications leveraging large language models (LLMs) with their real-time operational data through built-in, end-to-end support for vector embeddings.
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OpenAI Introduces ChatGPT Enterprise for Business-Focus
OpenAI is introducing ChatGPT Enterprise, which provides enterprise-grade protection and privacy, limitless higher-speed GPT-4 access, extended context windows for processing longer inputs, additional data analysis capabilities, customization possibilities, and much more.
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6 Tracks Not to Miss at QCon San Francisco, October 2-6, 2023: ML, Architecture, Resilience & More!
At InfoQ’s international software development conference, QCon San Francisco (October 2-6) 2023, senior software practitioners driving innovation and change in software development will explore real-world architectures, technology, and techniques to help you solve such challenges.
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Stack Overflow Announced OverflowAI Initiative for Generative AI
Stack Overflow announced the roadmap for the integration of generative AI into their public platform, Stack Overflow for Teams, and brand new product areas, like an IDE integration that brings the vast knowledge of 58 million questions and answers from their community right into the area where developers find focus and get work done.
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Google Launches Three New Cloud Storage Options: Cloud Storage FUSE, Parallelstore, NetApp Volumes
Google recently launched three new cloud storage options: Cloud Storage FUSE for Artificial Intelligence (AI) applications that require file system semantics, a parallel file system Parallelstore for demanding AI and HPC applications that use GPUs, and NetApp Volumes for enterprise applications running in the cloud.
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Jupyter AI Brings Generative AI to Notebooks
The open-source Project Jupyter, used by millions for data science and machine learning, has released Jupyter AI, a free tool bringing powerful generative AI capabilities to Jupyter notebooks.
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AI, ML, Data Engineering News Roundup: Jupyter AI, AudioCraft, OverflowAI, StableCode and Tabnine
The latest update, which covers developments until August 7, 2023, highlights significant accomplishments and statements made in the fields of artificial intelligence, machine learning, and data science. This week's major news involved Jupyter, Meta AI, Overflow, Stability AI and Tabnine.
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The Challenges of AI Product Development
Developing artificial intelligence (AI) products involves creating models and feeding data to train them, testing the models, and deploying them. Software engineers can support the adoption of AI and machine learning (ML) in companies by building an understanding of the technologies, encouraging experimentation, and ensuring compliance with regulations and ethical standards.