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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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ML Observability & Monitoring — The Missing Layer in ML Systems (Part 7)
Cover image for ML Observability & Monitoring — The Missing Layer in ML Systems (Part 7)

ML Observability & Monitoring — The Missing Layer in ML Systems (Part 7)

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3 min read
How to Build an End‑to‑End LLM Evaluation Pipeline

How to Build an End‑to‑End LLM Evaluation Pipeline

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2 min read
Hacking the Gridlock: AI's Fight Against Silent Traffic Attacks

Hacking the Gridlock: AI's Fight Against Silent Traffic Attacks

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2 min read
Overfitting & Underfitting — Beyond Textbook Definitions (Part 5)

Overfitting & Underfitting — Beyond Textbook Definitions (Part 5)

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2 min read
AI vs. Machine Learning vs. Deep Learning
Cover image for AI vs. Machine Learning vs. Deep Learning

AI vs. Machine Learning vs. Deep Learning

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2 min read
Why Mixup Works (Even When It Blends Everything Into Goo)

Why Mixup Works (Even When It Blends Everything Into Goo)

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2 min read
How I Achieved 70% Autonomous Code Generation with Constitutional AI Governance

How I Achieved 70% Autonomous Code Generation with Constitutional AI Governance

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4 min read
How to Detect Model Drift and Set Up Real-Time Alerts for AI Systems

How to Detect Model Drift and Set Up Real-Time Alerts for AI Systems

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8 min read
AI Takes the Helm: Autonomous Task Assignment Revolutionizes Construction by Arvind Sundararajan

AI Takes the Helm: Autonomous Task Assignment Revolutionizes Construction by Arvind Sundararajan

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2 min read
Maglev-Pentabot: From Factory Floor to Surgical Precision? The Future of Non-Contact Manipulation

Maglev-Pentabot: From Factory Floor to Surgical Precision? The Future of Non-Contact Manipulation

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2 min read
Mithridatium: An Open-Source Toolkit for Verifying the Integrity of Pretrained Machine Learning Models
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Mithridatium: An Open-Source Toolkit for Verifying the Integrity of Pretrained Machine Learning Models

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2 min read
Quantum Feature Alchemy: Transmuting Data into AI Gold

Quantum Feature Alchemy: Transmuting Data into AI Gold

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2 min read
Part 1: Resuming my journey on learning the basics of AI

Part 1: Resuming my journey on learning the basics of AI

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4 min read
Algorithmic Audio Workflows: From Source Separation to Generative Synthesis

Algorithmic Audio Workflows: From Source Separation to Generative Synthesis

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4 min read
Nov28, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab

Nov28, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab

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4 min read
Levitating Precision: Reinforcement Learning for Non-Contact Robotics

Levitating Precision: Reinforcement Learning for Non-Contact Robotics

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2 min read
Unmasking Bias: How Vocal Cues Skew Speech Translation

Unmasking Bias: How Vocal Cues Skew Speech Translation

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2 min read
Self-corrective Code Generation: A Basic Understanding and Real-life Application
Cover image for Self-corrective Code Generation: A Basic Understanding and Real-life Application

Self-corrective Code Generation: A Basic Understanding and Real-life Application

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10 min read
Decision Tree vs KNN: The No-BS Truth Every Developer Needs to Know (3-Minute Read)
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Decision Tree vs KNN: The No-BS Truth Every Developer Needs to Know (3-Minute Read)

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2 min read
Why CutMix Works (Even When It Breaks the Image Apart)

Why CutMix Works (Even When It Breaks the Image Apart)

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2 min read
Galactic Genesis: Can Neural Nets Unravel the Secrets of Galaxy Formation?

Galactic Genesis: Can Neural Nets Unravel the Secrets of Galaxy Formation?

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2 min read
Seeing Through the Shine: AI That 'Sculpts' 3D from Reflections

Seeing Through the Shine: AI That 'Sculpts' 3D from Reflections

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2 min read
🧑‍🚀 LLM Engine Telemetry: How to Profile Models and See Where Performance is Lost
Cover image for 🧑‍🚀 LLM Engine Telemetry: How to Profile Models and See Where Performance is Lost

🧑‍🚀 LLM Engine Telemetry: How to Profile Models and See Where Performance is Lost

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5 min read
Speaker Diarization Frameworks in Python: Tutorial and Code Walkthrough

Speaker Diarization Frameworks in Python: Tutorial and Code Walkthrough

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3 min read
Decoding Urban Chaos: AI's Edge in Real-Time Traffic Anomaly Detection

Decoding Urban Chaos: AI's Edge in Real-Time Traffic Anomaly Detection

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2 min read
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