InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
-
Security Experts Exploit Airport Security Loophole with SQL Injection
In the article "Bypassing airport security via SQL injection," two security researchers recently demonstrated how they executed a simple SQL injection attack on a service that enables pilots and flight attendants to bypass airport security screening.
-
Google Announces Game Simulation AI GameNGen
A research team from Google recently published a paper on GameNGen, a generative AI model that can simulate the video game Doom. GameNGen can simulate the game at 20 frames-per-second (FPS) and in human evaluations was preferred only slightly less often than the actual game.
-
HelixML Announces Helix 1.0 Release
HelixML has announced their Helix platform for Generative AI is production ready at version 1.0. Described as a "Private GenAI Stack," the platform provides an interface layer and applications that can be connected to a variety of LLMs. It can be used to prototype apps, starting with a laptop, with all components version controlled to ease subsequent deployment and scaling.
-
Microsoft .NET Conf: Focus on AI
Last month the latest edition of the .NET Conf: Focus series for 2024 took place, featuring AI development topics. The event targeted developers of all levels, with both informative and hands-on sessions showcasing how to use artificial intelligence within the .NET ecosystem. This was one of the most technical events ever in the Focus series, with many high-quality, deep-dive sessions.
-
Leveraging the Transformer Architecture for Music Recommendation on YouTube
Google has described an approach to use transformer models, which ignited the current generative AI boom, for music recommendation. This approach, which is currently being applied experimentally on YouTube, aims to build a recommender that can understand sequences of user actions when listening to music to better predict user preferences based on their context.
-
Elastic Returns to Open Source: Will the Community Follow?
In a surprising move for both the open-source and Elastic communities, Shay Banon, founder and CEO of Elastic, recently announced that Elasticsearch and Kibana will once again be open source. The two products will soon be licensed under the AGPL, an OSI-approved license.
-
Alibaba Releases Two Open-Weight Language Models for Math and Voice Chat
Alibaba released two open-weight language model families: Qwen2-Math, a series of LLMs tuned for solving mathematical problems; and Qwen2-Audio, a family of multi-modal LLMs that can accept voice or text input. Both families are based on Alibaba's Qwen2 LLM series, and all but the largest version of Qwen2-Math are available under the Apache 2.0 license.
-
Grok-2 Beta Version Released on X Platform
The Grok-2 language model has been released in beta on the X platform, introduced alongside Grok-2 mini. The model, tested under the designation "sus-column-r" on the LMSYS leaderboard, has achieved a higher Elo Score compared to Claude 3.5 Sonnet and GPT-4-Turbo. Grok-2 mini, a smaller variant, is also part of the beta release, designed to offer a balance between speed and performance.
-
Concerns Rise in Open-Source Community as CockroachDB Ends Core Free Edition
CockroachDB Labs has recently announced a change to the license model of their distributed SQL database, discontinuing the free Core version and making the Enterprise version the only option. Having previously moved away from an open-source license, this latest change has raised further questions in the community about the future of open-source solutions managed by a single vendor.
-
Microsoft Launches Open-Source Phi-3.5 Models for Advanced AI Development
Microsoft launched three new open-source AI models in its Phi-3.5 series: Phi-3.5-mini-instruct, Phi-3.5-MoE-instruct, and Phi-3.5-vision-instruct. Available under a permissive MIT license, these models offer developers powerful tools for various tasks, including reasoning, multilingual processing, and image and video analysis.
-
Apple Unveils Apple Foundation Models Powering Apple Intelligence
Apple published the details of their new Apple Foundation Models (AFM), a family of large language models (LLM) that power several features in their Apple Intelligence suite. AFM comes in two sizes: a 3B parameter on-device version and a larger cloud-based version.
-
LLMs and Agents as Team Enablers
Eric Naiburg and Birgitta Böckeler published articles on the benefits and challenges of using AI as a multiplier in dev teams. We report on their insights for scenarios such as simplifying the germane cognitive load of a domain, automating code migrations, and coaching scrum masters on team facilitation. We also cover Böckeler's experiments with using LLMs to onboard onto a complex project.
-
Spanner Graph: Google Introduces Graph Database on Spanner
At the recent Cloud Next conference in Tokyo, Google announced Spanner Graph, a managed feature that integrates graph, relational, search, and AI capabilities within Spanner. This new database supports a graph query interface compatible with ISO GQL (Graph Query Language) standards while avoiding the need for a standalone graph database.
-
How Amazon Aurora Serverless Manages Resources and Scaling for Fleets of 10K+ Instances
AWS engineers published a paper describing the evolution and latest design of resource management and scaling for the Amazon Aurora Serverless platform. Aurora Serverless uses a combination of components at different levels to create a holistic approach for dynamically scaling and adjusting resources to satisfy the needs of customer workloads.
-
InfoQ Dev Summit Munich 2024 Summer Sale: Learn about GenAI, Secure Supply Chains, and Scalable Arch
In today’s fast-paced tech developments, staying ahead means continually leveling up your skills and knowledge. At InfoQ Dev Summit Munich (September 26-27), learn directly from senior software practitioners driving innovation and change in software.