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Quantifying intrinsic causal contributions via structure preserving interventions - Amazon Science

We propose a notion of causal influence that describes the ‘intrinsic’ part of the contribution of a node on a target node in a DAG. By recursively writing each node as a function of the upstream noise terms, we separate the intrinsic information added by each node from the one obtained from its…

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Amazon invests another $2.75B in Anthropic — reportedly 'largest' | VentureBeat

Anthropic has been on a tear lately, releasing its powerful, new Claude 3 family of large language models (LLMs).

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Nvidia triples and Intel doubles generative AI inference performance on new MLPerf benchmark | VentureBeat

There are more than 8,500 performance results in the MLCommons' latest benchmark, testing all manner of combinations and permutations of hardware, software and AI inference use cases.

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'ShadowRay' vulnerability on Ray framework exposes thousands of AI workloads, compute power and data | VentureBeat

For months, this flaw has allowed attackers to exploit AI production workloads, computing power, credentials and other sensitive data on Ray.

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Effect size estimation for duration recommendation in online experiments: Leveraging hierarchical models and objective utility approaches - Amazon Science

The selection of the assumed effect size (AES) critically determines the duration of an experiment, and hence its accuracy and efficiency. Traditionally, experimenters determine AES based on domain knowledge. However, this method becomes impractical for online experimentation services managing…

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Adobe introduces GenStudio and structure reference for Firefly AI | VentureBeat

These attributes may be especially helpful for artists and designers working at creative agencies, on their own for clients...

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Sakana AI unveils evolutionary algorithm for generative AI | VentureBeat

With more than 500,000 models available on Hugging Face, model merging offers vast possibilities for researchers, developers and others...

Companies are about to waste billions on AI — here's how not to become one of them | VentureBeat

The excitement around AI is real and justified. But with hype cycles come not only sound investment, but also loads of waste.

Video Highlights: Open-Source LLM Libraries and Techniques — with Dr. Sebastian Raschka - insideBIGDATA

In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, sits down with industry luminary Sebastian Raschka to discuss his latest book, Machine Learning Q and AI, the open-source libraries developed by Lightning AI, how to exploit the greatest opportunities for LLM development, and what’s on the horizon for LLMs.

Accenture's $1 billion LearnVantage platform tackles the growing AI skills gap | VentureBeat

Accenture's $1 billion investment in LearnVantage, an AI-powered learning platform, aims to bridge the growing skills gap and help businesses upskill their workforces to capitalize on emerging technologies like generative AI, cloud computing, and cybersecurity.

Multi-modal hallucination control by visual information grounding - Amazon Science

Generative Vision-Language Models (VLMs) are prone to generate plausible-sounding textual answers that, however, are not always grounded in the input image. We investigate this phenomenon, usually referred to as “hallucination” and show that it stems from an excessive reliance on the language…

Hierarchical query classification in e-commerce search - Amazon Science

E-commerce platforms typically store and structure product information and search data in a hierarchy. Efficiently categorizing user search queries into a similar hierarchical structure is paramount in enhancing user experience on e-commerce platforms as well as news curation and academic research.…

Security expert Chris Krebs on TikTok, AI and the key to survival (part 2) | VentureBeat

In Part II of VentureBeat's virtual interview, Krebs emphasizes the need for organizations to improve their infrastructure's cyber and physical security.

Kinetica Delivers Real-Time Vector Similarity Search - insideBIGDATA

Kinetica, the real-time GPU-accelerated database for analytics and generative AI, unveiled at NVIDIA GTC its real-time vector similarity search engine that can ingest vector embeddings 5X faster than the previous market leader, based on the popular VectorDBBench benchmark.

The AI beat goes on...with a farewell | The AI Beat | VentureBeat

On the AI beat, the beat never stops — so as the industry gathered this week at Nvidia GTC, the AI news cycle continued apace.

Runway partners with lyrics giant Musixmatch on AI music visuals | VentureBeat

The partnership will give the more than a million musicians and artists using Musixmatch access to Gen-2, Runway's model.

Microsoft announces new AI division led by Mustafa Suleyman | VentureBeat

While most of the parties celebrated the move, others on social media had a dimmer view, pointing out past accusations of Suleyman's bullying

Bidirectional long-range parser for sequential data understanding - Amazon Science

The transformer is a powerful data-modeling framework responsible for remarkable performance on a wide range of tasks. However, transformers are limited in terms of scalability as it is suboptimal and inefficient to process long-sequence data. To this purpose we introduce BLRP (Bidirectional…

Adaptive batch sizes for active learning: A probabilistic numerics approach - Amazon Science

Active learning parallelization is widely used, but typically relies on fixing the batch size throughout experimentation. This fixed ap-proach is inefficient because of a dynamic trade-off between cost and speed—larger batches are more costly, smaller batches lead to slower wall-clock run-times—and…

Hitachi Vantara Announces Collaboration with NVIDIA to Create New Portfolio of Industrial AI Solutions - insideBIGDATA

Hitachi Vantara, the data storage, infrastructure, and hybrid cloud management subsidiary of Hitachi, Ltd. (TSE: 6501), today announced a collaboration with NVIDIA to create a new generation of transformational artificial intelligence (AI) solutions. Hitachi Vantara will develop a portfolio of solutions, Hitachi iQ, to drive targeted AI outcomes by layering industry-specific capabilities on top of its AI solution stack, so outcomes can be more specific and relevant to an organization’s business. 

Nvidia enables high-res Omniverse Cloud imagery on Apple Vision Pro | VentureBeat

Nvidia showed off its Omniverse digital twin technology, viewed through the new prism of the Apple Vision Pro headset.

Nvidia partners with Shutterstock, Getty Images on AI-generated 3D content | VentureBeat

Nvidia's Edify generative AI model can now create 3D content, with Shutterstock and Getty Images offering tools for branding and ideation.

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