Trevian Kelthorne

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Explainable AI In Healthcare And Finance Applications

Why Explainability Matters Explainable AI, or XAI, is about pulling back the curtain. Instead of just knowing what a model predicted, XAI helps users understand why it made that prediction. It’s transparency in action showing the logic, rules, or patterns the system used so that humans don’t have to just trust the black box. In

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voice assistant technology

How Voice Assistants Understand You: An NLP Review

Voice, Data, and the Magic of Understanding Five years ago, asking your voice assistant for anything beyond weather or a playlist felt like rolling dice. You’d get something vaguely correct maybe helpful, maybe not. That’s changed. Today, assistants like Alexa, Siri, and Google Assistant respond faster, sound more human, and get context that once flew

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Why Your Computer is Overheating and How to Cool It Down

Spotting the Signs Understanding when your computer is overheating isn’t always straightforward, but there are clear warning signals. Recognizing these early can help you prevent damage to internal components and avoid the inconvenience of sudden shutdowns. Constantly Running Fans If your computer’s fan sounds like it’s working overtime even when you’re just browsing the web

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10 Common Smartphone Issues and How to Fix Them

Battery Drains Fast If your phone’s battery feels like it’s sprinting to zero, there’s usually a short list of culprits. Background apps are one of the biggest drains especially if you never close them or you’ve given them permission to refresh constantly. Outdated software can also work against battery life, since old code doesn’t always

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shors algorithm impact

Understanding Shor’s Algorithm and Its Cybersecurity Impact

What Shor’s Algorithm Actually Does Back in 1994, mathematician Peter Shor dropped a bombshell in the form of an algorithm. It wasn’t flashy. Just math and a big threat to almost every security system on the internet today. Shor’s algorithm can factor large integers fast, something classical computers struggle with when the numbers get big

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quantum blockchain threats

Quantum Threats to Blockchain Networks Explained

What Quantum Computing Means for Blockchain Quantum computing isn’t just an upgrade it represents a fundamental shift in how computational problems are solved. This monumental change brings both opportunities and critical risks, particularly to blockchain networks, which rely heavily on cryptographic protections. Quantum vs. Classical: A Quick Breakdown To understand the threat to blockchain, it’s

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