GenAI

How the AI Nobel Prizes Could Change the Focus of Research
09 Oct

How the AI Nobel Prizes Could Change the Focus of Research

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Yet Hodgkinson worries that researchers in the field will pay attention to the technique, rather than the science, when trying to reverse engineer why the trio won the prize this year. “What I hope this doesn’t do is make researchers inappropriately use chatbots, by wrongly thinking that all AI tools are equivalent,” he says.The fear that this could happen is founded in the explosion of interest around other supposedly transformative technologies. “There’s always hype cycles, recent ones being blockchain and graphene,” says Hodgkinson. Following graphene’s discovery in 2004, 45,000 academic papers mentioning the material were published between 2005 and 2009,…
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20% of Generative AI ‘Jailbreak’ Attacks are Successful
09 Oct

20% of Generative AI ‘Jailbreak’ Attacks are Successful

stp2y0 CommentsGenAI
Generative AI jailbreak attacks, where models are instructed to ignore their safeguards, succeed 20% of the time, research has found. On average, adversaries need just 42 seconds and five interactions to break through. In some cases, attacks occur in as little as four seconds. These findings both highlight the significant vulnerabilities in current GenAI algorithms and the difficulty in preventing exploitations in real time. Of the successful attacks, 90% lead to sensitive data leaks, according to the “State of Attacks on GenAI” report from AI security company Pillar Security. Researchers analysed “in the wild” attacks on more than 2,000 production…
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Ring’s New AI Search Tool Lets You Easily Scan Videos—With Mixed Results
09 Oct

Ring’s New AI Search Tool Lets You Easily Scan Videos—With Mixed Results

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Liz Hamren, the CEO of Amazon’s Ring camera business, often wonders whether her husband remembered to grab the package of frozen goods that is regularly delivered to their home. She could nag him, or she could check the footage from their Ring.Historically, the latter option required her to tediously swipe through a video timeline in Ring’s app to identify if and when the box was picked up and by whom. But in recent weeks, Hamren has been able to let AI do the searching. She types “package today” into the app and right away can see the clip of her…
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09 Oct

How to Safeguard Enterprises from Exploitation of AI Applications | TechRepublic

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Artificial intelligence may be about to transform the world. But there are security risks that need to be understood and several areas that can be exploited. Find out what these are and how to protect the enterprise in this TechRepublic Premium feature by Drew Robb. Featured text from the download: LLM SECURITY WEAKNESSES Research by Splunk has highlighted a series of ways that the large language model-based applications that form the basis of gen AI can be exploited by cybercriminals. Many of the threats that need to be addressed are related to the prompts used to query LLMs and the…
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08 Oct

Artificial Intelligence vs Machine Learning vs Deep Learning: What’s the Difference? | TechRepublic

stp2y0 CommentsGenAI
Artificial intelligence, machine learning, and deep learning have become huge buzzwords in the business world. While many people use these terms interchangeably, they actually mean three different things, and it’s critical that business leaders understand the distinctions as we enter this new era of rapid AI development. Kara Sherrer, writing for TechRepublic Premium, defines the three terms and compares them to each other to illuminate the similarities and differences. The feature also explores business use cases for all three kinds of technology to demonstrate how your company could (or already does) benefit from them. Featured text from the download: APPLICATIONS…
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08 Oct

Natural Language Processing Use Cases | TechRepublic

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Machines have learned and are still learning to speak our language. Not just in sci-fi movies, but in banks, hospitals, and call centers around the world. This trend isn’t about robots chatting at the vending machine — it’s a revolution in how computers understand and use human communication. That’s the domain of natural language processing. It’s a vital area of the artificial intelligence takeover, which handles the process by which AI understands and utilizes unstructured language data between humans and technology. To help you understand the technology better, this TechRepublic Premium article by Franklin Okeke explores the practical use cases…
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Scale And Track Your AI/ML Workflows: neptune.ai + Flyte & Union Integration – neptune.ai
08 Oct

Scale And Track Your AI/ML Workflows: neptune.ai + Flyte & Union Integration – neptune.ai

stp2y0 CommentsGenAI
In the machine learning (ML) and artificial intelligence (AI) domain, managing, tracking, and visualizing model training processes is a significant challenge due to the scale and complexity of managed data, models, and resources. Union, an optimized and more performant version of the open-source solution Flyte, provides scalability, declarative infrastructure, and data lineage, allowing AI developers to iterate and productionize AI or ML workflows quickly. Neptune is an experiment tracker that allows AI researchers to monitor their model training in real time, visualize and compare experiments, and collaborate on them with a team. Like Union, Neptune excels in scalability, making it…
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The OpenAI Talent Exodus Gives Rivals an Opening
07 Oct

The OpenAI Talent Exodus Gives Rivals an Opening

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When investors poured $6.6 billion into OpenAI last week, they seemed largely unbothered by the latest drama, which recently saw the company’s chief technology officer, Mira Murati, along with chief research officer Bob McCrew and Barret Zoph, a vice president of research, abruptly quit.And yet those three departures were just the latest in an ongoing exodus of key technical talent. Over the past few years, OpenAI has lost several researchers who played crucial roles in developing the algorithms, techniques, and infrastructure that helped make it the world leader in AI as well as a household name. Several other ex-OpenAI employees…
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11 Free Keyword Research Templates to Streamline SEO
07 Oct

11 Free Keyword Research Templates to Streamline SEO

stp2y0 CommentsGenAI
Keyword research is the backbone of organic growth. While you can certainly create content for purposes other than ranking in search engines, it’s one of the best long-term ways to generate traffic to your website. Like other forms of marketing, ensuring your research is usable and organized is an ongoing challenge. And it only gets more difficult the more data you have. Here’s a look at my favorite keyword research templates to help you stay on track. The best keyword research template for monday.com monday.com is a complete solution for project tracking and team collaboration that comes with additional tools…
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Meta Enters AI Movie Fray With Video Gen and Sounds
07 Oct

Meta Enters AI Movie Fray With Video Gen and Sounds

stp2y0 CommentsGenAI
Meta introduced a foundation model capable of creating realistic-looking videos, rivaling OpenAI’s Sora and Google’s Veo in the emerging generative AI video competition. Two new models were revealed on Oct. 4: The 30B parameter Movie Gen Video. The 13B parameter Movie Gen Audio. Both are based on Meta’s Llama 3 model. The tech giant expects to embed Movie Gen into Instagram in 2025. What is the Movie Gen family of models? The Movie Gen models are text-to-video or text-to-audio generative AI. Meta claims Movie Gen can create videos up to 16 seconds long. In comparison, OpenAI’s Sora, currently unavailable to…
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