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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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The AI Trustworthiness Pareto: Balancing Compression, Accuracy, and Identifiability by Arvind Sundararajan

The AI Trustworthiness Pareto: Balancing Compression, Accuracy, and Identifiability by Arvind Sundararajan

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2 min read
Challenges to adapt AI-based Video Codecs

Challenges to adapt AI-based Video Codecs

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5 min read
Decoding the Black Box: Visualizing LLM Thought Processes with Vector Spaces by Arvind Sundararajan

Decoding the Black Box: Visualizing LLM Thought Processes with Vector Spaces by Arvind Sundararajan

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2 min read
Adaptive AI: Unleash the Power of Dynamic Block Decoding for Faster, Smarter LLMs

Adaptive AI: Unleash the Power of Dynamic Block Decoding for Faster, Smarter LLMs

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2 min read
Unlocking Data Efficiency: The Compression Sweet Spot with Pareto Optimization by Arvind Sundararajan

Unlocking Data Efficiency: The Compression Sweet Spot with Pareto Optimization by Arvind Sundararajan

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2 min read
GPU Container Checkpoint/Restore with CRIUgpu: Zero-Downtime Live Migration for ML Workloads

GPU Container Checkpoint/Restore with CRIUgpu: Zero-Downtime Live Migration for ML Workloads

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5 min read
AI-Driven DevOps: How AIOps is Transforming Observability, Incident Response, and Automation

AI-Driven DevOps: How AIOps is Transforming Observability, Incident Response, and Automation

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3 min read
What is AGI? A Simple Guide to Artificial General Intelligence

What is AGI? A Simple Guide to Artificial General Intelligence

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2 min read
How We Used RAG to Power an AI-First Internal Tool Builder

How We Used RAG to Power an AI-First Internal Tool Builder

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2 min read
Comprehension Debt: The Ticking Time Bomb of LLM-Generated Code

Comprehension Debt: The Ticking Time Bomb of LLM-Generated Code

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4 min read
**Unlocking Efficient Fine-Tuning with Adaptive Pruning: A G

**Unlocking Efficient Fine-Tuning with Adaptive Pruning: A G

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1 min read
Imagine a chatbot that uses sound to understand and respond

Imagine a chatbot that uses sound to understand and respond

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1 min read
Semantic Code Mapping: When AI Finally 'Gets' Your Code

Semantic Code Mapping: When AI Finally 'Gets' Your Code

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2 min read
Core Concepts: Decoding Human Language

Core Concepts: Decoding Human Language

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3 min read
From Pixels to 3D: Demystifying COLMAP and Building Real-World Reconstructions

From Pixels to 3D: Demystifying COLMAP and Building Real-World Reconstructions

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8 min read
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