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6 Cybersecurity Predictions for the AI Economy in 2026 – SPONSOR CONTENT FROM PALO ALTO NETWORKS

Sponsor Content from Palo Alto Networks.

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Artificial IntelligenceMachine Learning

Guided learning lets “untrainable” neural networks realize their potential

CSAIL researchers find even “untrainable” neural nets can learn effectively when guided by another network’s built-in biases using their guidance method.

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How AI Will Forge the Next Generation of Cybersecurity Talent – SPONSOR CONTENT FROM PALO ALTO NETWORKS

Sponsor Content from Palo Alto Networks.

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Artificial IntelligenceMachine Learning

Learning how to predict rare kinds of failures

Researchers are developing algorithms to predict failures when automation meets the real world in areas like air traffic scheduling or autonomous vehicles.

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Artificial Intelligence

Designing a new way to optimize complex coordinated systems

Using diagrams to represent interactions in multipart systems can provide a faster way to design software improvements.

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Artificial IntelligenceMachine Learning

New computational chemistry techniques accelerate the prediction of molecules and materials

With their recently-developed neural network architecture, MIT researchers can wring more information out of electronic structure calculations.

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Artificial IntelligenceAutonomous VehiclesMachine LearningRobotics

Creating and verifying stable AI-controlled systems in a rigorous and flexible way

Neural network controllers provide complex robots with stability guarantees, paving the way for the safer deployment of autonomous vehicles and industrial machines.

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