AI Insights - December edition

Here's what you missed! ??

Improving AI inference performance with hardware accelerators

As AI permeates industries, the demand for powerful AI inference—making predictions using trained models—grows, necessitating specialized hardware accelerators like GPUs and ASICs.?

These accelerators enhance flexibility, performance, and reduce iteration times, which is essential for real-time AI applications. By optimizing computational power and addressing memory bandwidth bottlenecks, these devices enable efficient processing of complex models.?

This exploration details their architecture, deployment, and impact on modern AI applications, highlighting their crucial role in advancing AI technology.

Security and privacy issues in cloud computing

Cloud computing revolutionizes data management by providing scalable internet-based services, moving away from traditional storage devices.?

This shift brings substantial benefits, including cost reduction, enhanced efficiency, and the flexibility to adjust resources dynamically. However, it also introduces significant security challenges such as data leaks, insecure APIs, account hijacking, and insider threats.?

Addressing these vulnerabilities requires robust encryption, vigilant access control, and continuous security monitoring to safeguard sensitive information effectively in a shared, globally distributed infrastructure.

What does the EU competitiveness report say about developments in AI and Competition Law?

The EU Competitiveness Report, issued by Mario Draghi in September 2024, addresses the bloc's lag in technology innovation, recommending €750-800 billion investment, particularly €450 billion for energy transition, to boost Europe’s economic growth and innovation potential.?

The report also advises reforms in Competition Law to facilitate mergers and enhance competitiveness against the US and China. It underscores the need for strategic investment and legislative reforms to ensure Europe remains competitive in the rapidly evolving AI landscape, with upcoming budget discussions and US political shifts influencing its implementation.

Google just launched Veo — are you ready?

Google's Veo is a highly advanced generative video model developed by DeepMind, designed to create high-quality, high-resolution videos up to 1080p that can exceed a minute in duration.?

It can handle a wide array of cinematic and visual styles, offering unprecedented creative control over video content. Veo stands out for its deep understanding of language and visual cues, allowing it to generate videos that accurately align with user prompts, encompassing various cinematic effects such as time lapses or aerial shots.?

Its capabilities are built on a foundation of significant research in video generation models, ensuring consistent visual quality and reducing inconsistencies across frames.

What you don't want to miss!

Missed us at the Generative AI Summit in Tornto? Don’t worry, we’ve got you covered! We’re putting the finishing touches on exclusive footage featuring key insights from industry leaders like IBM, Paramount, and CVS Health.?

Soon, all the highlights will be available on-demand in the members' dashboard. Sign up now to be the first to watch them as soon as they’re released.

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