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31122 Posts
Gartner’s 7 Cloud Computing Predictions for Australia & Globally

Gartner’s 7 Cloud Computing Predictions for Australia & Globally

Cloud computing will account for 70% of global enterprise workloads by 2028, up from about 25% now, according to Gartner, and issues like sustainability, AI computing and data sovereignty will play greater roles in how Australian enterprises use and procure cloud vendors. At the Gartner IT infrastructure, Operations & Cloud Strategies Conference in Sydney, Dennis Smith, a leading cloud computing analyst, told Australian cloud computing executives the cloud had moved from being a technology disrupter to a business disrupter and was now becoming a business essential. “If you don’t have a cloud strategy that’s solid and aren’t executing on it,…
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Managing and Understanding Player Feedback at Scale

Managing and Understanding Player Feedback at Scale

Whether you are working on a live title, pre/post production, ongoing maintenance, future releases, another version of a game, or a brand new title for the market, you're always looking for feedback from the community. There's no shortage of it out there, but it can be overwhelming and hard to sift through. For games shipped on PC and sold through Valve's Steam Store, a great source of player feedback for your title can be found in Steam's game reviews. We have built a new solution accelerator for Player Review Analysis that combines natural languages and machine learning techniques to help…
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Open AI with Vercel: Solution to Gateway Timeouts

Open AI with Vercel: Solution to Gateway Timeouts

Vercel and OpenAI: Not a Perfect Match. Vercel is great for starting small projects quickly and for free. However, using AI, like OpenAI, with Vercel can cause issues that only show up when you deploy. Fixing these errors can take up a lot of our precioussss time. Here’s a quick checklist before we start: Are enviromental variables set? Is database access allowed? Does CORS allow origin? The Solution To avoid Vercel's Gateway Timeout problems, split the OpenAI API call into two endpoints and one async function: Endpoint /request/initiate Function processRequestInBackground Endpoint /request/status/:hash Starting a Request The endpoint /request/initiate begins a…
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OpenAI says Russian and Israeli groups used its tools to spread disinformation

OpenAI says Russian and Israeli groups used its tools to spread disinformation

OpenAI on Thursday released its first ever report on how its artificial intelligence tools are being used for covert influence operations, revealing that the company had disrupted disinformation campaigns originating from Russia, China, Israel and Iran.Malicious actors used the company’s generative AI models to create and post propaganda content across social media platforms, and to translate their content into different languages. None of the campaigns gained traction or reached large audiences, according to the report.As generative AI has become a booming industry, there has been widespread concern among researchers and lawmakers over its potential for increasing the quantity and quality…
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Bio-inspired cameras and AI help drivers detect pedestrians and obstacles faster

Bio-inspired cameras and AI help drivers detect pedestrians and obstacles faster

It's every driver's nightmare: a pedestrian stepping out in front of the car seemingly out of nowhere, leaving only a fraction of a second to brake or steer the wheel and avoid the worst. Some cars now have camera systems that can alert the driver or activate emergency braking. But these systems are not yet fast or reliable enough, and they will need to improve dramatically if they are to be used in autonomous vehicles where there is no human behind the wheel. Quicker detection using less computational power Now, Daniel Gehrig and Davide Scaramuzza from the Department of Informatics…
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Foreign Influence Campaigns Don’t Know How to Use AI Yet Either

Foreign Influence Campaigns Don’t Know How to Use AI Yet Either

Today, OpenAI released its first threat report, detailing how actors from Russia, Iran, China, and Israel have attempted to use its technology for foreign influence operations across the globe. The report named five different networks that OpenAI identified and shut down between 2023 and 2024. In the report, OpenAI reveals that established networks like Russia’s Doppleganger and China’s Spamoflauge are experimenting with how to use generative AI to automate their operations. They're also not very good at it.And while it’s a modest relief that these actors haven’t mastered generative AI to become unstoppable forces for disinformation, it’s clear that they’re…
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Understanding Transformer Reasoning Capabilities via Graph Algorithms

Understanding Transformer Reasoning Capabilities via Graph Algorithms

arXiv:2405.18512v1 Announce Type: new Abstract: Which transformer scaling regimes are able to perfectly solve different classes of algorithmic problems? While tremendous empirical advances have been attained by transformer-based neural networks, a theoretical understanding of their algorithmic reasoning capabilities in realistic parameter regimes is lacking. We investigate this question in terms of the network's depth, width, and number of extra tokens for algorithm execution. Our novel representational hierarchy separates 9 algorithmic reasoning problems into classes solvable by transformers in different realistic parameter scaling regimes. We prove that logarithmic depth is necessary and sufficient for tasks like graph connectivity, while single-layer transformers…
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Millions of new materials discovered with deep learning

Millions of new materials discovered with deep learning

Research Published 29 November 2023 Authors Amil Merchant and Ekin Dogus Cubuk AI tool GNoME finds 2.2 million new crystals, including 380,000 stable materials that could power future technologiesModern technologies from computer chips and batteries to solar panels rely on inorganic crystals. To enable new technologies, crystals must be stable otherwise they can decompose, and behind each new, stable crystal can be months of painstaking experimentation.Today, in a paper published in Nature, we share the discovery of 2.2 million new crystals – equivalent to nearly 800 years’ worth of knowledge. We introduce Graph Networks for Materials Exploration (GNoME), our new…
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CBRE and AWS perform natural language queries of structured data using Amazon Bedrock | Amazon Web Services

CBRE and AWS perform natural language queries of structured data using Amazon Bedrock | Amazon Web Services

This is a guest post co-written with CBRE. CBRE is the world’s largest commercial real estate services and investment firm, with 130,000 professionals serving clients in more than 100 countries. Services range from financing and investment to property management. CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings. The opportunities to unlock value using AI in the commercial real estate lifecycle starts with data at scale. CBRE’s data environment, with 39 billion data points from over 300 sources, combined with a suite of enterprise-grade…
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Perplexity goes beyond AI search, launches publishing platform ‘Pages’

Perplexity goes beyond AI search, launches publishing platform ‘Pages’

Time's almost up! There's only one week left to request an invite to The AI Impact Tour on June 5th. Don't miss out on this incredible opportunity to explore various methods for auditing AI models. Find out how you can attend here. Even as Google continues to struggle with the roll-out of AI Overviews, competitor Perplexity, which has built an AI-native search experience from scratch, is picking up pace with a focus on utility-driven capabilities. Today, as the next step in this work, the Aravind Srinivas-led startup announced the launch of Pages, a tool to transform disorganized AI knowledge and…
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