InfoQ » AI, ML & Data Engineering
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Explore articles on deep learning, TensorFlow, neural network, MLaaS, cognitive services, stream processing, and more. Since we started publishing in 2006, InfoQ has witnessed and reported on various trends in software development that have passed from the innovator stage to being widely adopted.
InfoQ » AI, ML & Data Engineering
14h ago
Stability AI recently released Stable Video 3D (SV3D), an AI model that can generate 3D mesh object models from a single 2D image. SV3D is based on the Stable Video Diffusion model and produces state-of-the-art results on 3D object generation benchmarks.
By Anthony Alford ..read more
InfoQ » AI, ML & Data Engineering
14h ago
AWS announced the availability of the Mistral Large Foundation Model on Amazon Bedrock during the recent AWS Paris Summit. This announcement comes days after the release of Mistral AI Models on Amazon Bedrock.
By Daniel Dominguez ..read more
InfoQ » AI, ML & Data Engineering
2d ago
This week's Java roundup for April 15th, 2024 features news highlighting: the second milestone release of Jakarta EE 11; Stream Gathers (Second Preview) and Vector API (Eighth Incubator) targeted for JDK 23; the first release candidate of Spring Boot 3.3.0; the first alpha release of Hibernate 7.0.0; and the fifth milestone release of GlassFish 8.0.0.
By Michael Redlich ..read more
InfoQ » AI, ML & Data Engineering
2d ago
Yelp reworked its data streaming architecture by employing Apache Beam and Apache Flink. The company replaced a fragmented set of data pipelines for streaming transactional data into its analytical systems, like Amazon Redshift and in-house data lake, using Apache data streaming projects to create a unified and flexible solution.
By Rafal Gancarz ..read more
InfoQ » AI, ML & Data Engineering
6d ago
Chronon, Airbnb platform to create the infrastructure required to transform raw data into ML-ready features, is now open source. As Airbnb ML infrastructure engineer Varant Zanoyan explains, Chronon supports a variety of data sources and aims to provide low-latency streaming.
By Sergio De Simone ..read more
InfoQ » AI, ML & Data Engineering
6d ago
At the Google Cloud Next 2024 event, Google announced the launch of Vertex AI Agent Builder, the public preview of Google's most advanced generative AI model, Gemini 1.5 Pro, and the addition of open-source language models to the Vertex AI platform.
By Andrew Hoblitzell ..read more
InfoQ » AI, ML & Data Engineering
1w ago
During his QCon London presentation, Danilo Sato, vice president of data & AI at Thoughtworks, reemphasized the importance of using domain-driven design and Team Topologies principles when implementing data products. This ensures effective data encapsulation in a more complex landscape where data responsibilities are “shifting left” towards the developer.
By Olimpiu Pop ..read more
InfoQ » AI, ML & Data Engineering
1w ago
Neha Narkhede discusses a vision for fraud and risk management that leverages the advancements in generative AI.
By Neha Narkhede ..read more
InfoQ » AI, ML & Data Engineering
1w ago
Elastic announced the alpha release of the Elastic distribution of the OpenTelemetry SDK for .NET. This distribution preconfigures the collection of tracing, metrics and logs. Additionally, the distribution ensures that the OTLP exporter is enabled by default. The project is open-sourced.
By Robert Krzaczyński ..read more
InfoQ » AI, ML & Data Engineering
1w ago
During her keynote at QCon London, Tracy Bannon, architect and researcher at MITRE, argued that AI will be able to enhance the software development lifecycle, though currently it’s at the “code completion” rather than “code generation” phase. Throughout her presentation, she continuously stresses the importance of keeping humans in the loop and fixing your company’s SDLC before embracing AI.
By Olimpiu Pop ..read more