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Episode 44 — Quantum Computing and AI

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Manage episode 505486195 series 3689029
Content provided by Jason Edwards. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Jason Edwards or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Quantum computing represents a radical shift in computation that could accelerate AI research. This episode introduces the basics of qubits, superposition, and entanglement, explaining how quantum systems differ from classical binary logic. We cover quantum gates, circuits, and algorithms such as Shor’s and Grover’s, showing their relevance to search, optimization, and cryptography. The idea of quantum machine learning is introduced, where quantum processors handle parts of tasks like training or optimization, potentially offering speedups.

The second half focuses on applications and challenges. Early experiments in quantum-enhanced AI target drug discovery, financial modeling, and climate simulation. Quantum-inspired algorithms demonstrate how concepts from quantum physics can improve classical computation. We also cover major barriers, including decoherence, error correction, and high infrastructure costs. Industry investment by companies and government programs illustrate global competition in quantum research. Finally, we consider ethical and security implications, including the possibility of breaking existing encryption systems. By the end, listeners will understand quantum computing as both a potential breakthrough for AI and a disruptive technology requiring governance. Produced by BareMetalCyber.com, where you’ll find more cyber prepcasts, books, and information to strengthen your certification path.

  continue reading

48 episodes

Artwork
iconShare
 
Manage episode 505486195 series 3689029
Content provided by Jason Edwards. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Jason Edwards or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

Quantum computing represents a radical shift in computation that could accelerate AI research. This episode introduces the basics of qubits, superposition, and entanglement, explaining how quantum systems differ from classical binary logic. We cover quantum gates, circuits, and algorithms such as Shor’s and Grover’s, showing their relevance to search, optimization, and cryptography. The idea of quantum machine learning is introduced, where quantum processors handle parts of tasks like training or optimization, potentially offering speedups.

The second half focuses on applications and challenges. Early experiments in quantum-enhanced AI target drug discovery, financial modeling, and climate simulation. Quantum-inspired algorithms demonstrate how concepts from quantum physics can improve classical computation. We also cover major barriers, including decoherence, error correction, and high infrastructure costs. Industry investment by companies and government programs illustrate global competition in quantum research. Finally, we consider ethical and security implications, including the possibility of breaking existing encryption systems. By the end, listeners will understand quantum computing as both a potential breakthrough for AI and a disruptive technology requiring governance. Produced by BareMetalCyber.com, where you’ll find more cyber prepcasts, books, and information to strengthen your certification path.

  continue reading

48 episodes

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