Claudionor Coelho, Chief AI Officer at Zscaler – Interview Series

Claudionor Coelho, Chief AI Officer at Zscaler – Interview Series

Claudionor Coelho is the Chief AI Officer at Zscaler, responsible for leading his team to find new ways to protect data, devices, and users through state-of-the-art applied Machine Learning (ML), Deep Learning and Generative AI techniques. Prior to joining Zscaler, he served as Chief AI Officer and Senior Vice President of engineering at Advantest. Previously,…

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Bridging Reasoning and Action: The Synergy of Large Concept Models (LCMs) and Large Action Models (LAMs) in Agentic Systems

Bridging Reasoning and Action: The Synergy of Large Concept Models (LCMs) and Large Action Models (LAMs) in Agentic Systems

The advent of advanced AI models has led to innovations in how machines process information, interact with humans, and execute tasks in real-world settings. Two emerging pioneering approaches are large concept models (LCMs) and large action models (LAMs). While both extend the foundational capabilities of large language models (LLMs), their objectives and applications diverge. LCMs…

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Grace Yee, Senior Director of Ethical Innovation (AI Ethics and Accessibility) at Adobe – Interview Series

Grace Yee, Senior Director of Ethical Innovation (AI Ethics and Accessibility) at Adobe – Interview Series

Grace Yee is the Senior Director of Ethical Innovation (AI Ethics and Accessibility) at Adobe, driving global, organization-wide work around ethics and developing processes, tools, trainings, and other resources to help ensure that Adobe’s industry-leading AI innovations continually evolve in line with Adobe’s core values and ethical principles. Grace advances Adobe’s commitment to building and…

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A new generation of African talent brings cutting-edge AI to scientific challenges

A new generation of African talent brings cutting-edge AI to scientific challenges

Company Published 5 August 2024 Authors Obum Ekeke OBE, Head of Education Partnerships Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s program aspire to apply AI At Google DeepMind, we’re committed to supporting the next generation of artificial intelligence (AI) leaders to help build a stronger,…

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Asymmetric Certified Robustness via Feature-Convex Neural Networks

Asymmetric Certified Robustness via Feature-Convex Neural Networks

Asymmetric Certified Robustness via Feature-Convex Neural Networks TLDR: We propose the asymmetric certified robustness problem, which requires certified robustness for only one class and reflects real-world adversarial scenarios. This focused setting allows us to introduce feature-convex classifiers, which produce closed-form and deterministic certified radii on the order of milliseconds. Figure 1. Illustration of feature-convex classifiers…

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This AI Paper Explores Reinforced Learning and Process Reward Models: Advancing LLM Reasoning with Scalable Data and Test-Time Scaling

This AI Paper Explores Reinforced Learning and Process Reward Models: Advancing LLM Reasoning with Scalable Data and Test-Time Scaling

Scaling the size of large language models (LLMs) and their training data have now opened up emergent capabilities that allow these models to perform highly structured reasoning, logical deductions, and abstract thought. These are not incremental improvements over previous tools but mark the journey toward reaching Artificial general intelligence (AGI). Training LLMs to reason well…

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