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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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Slicing the Cost: Democratizing LLM Training with Fine-Grained Data Packing by Arvind Sundararajan

Slicing the Cost: Democratizing LLM Training with Fine-Grained Data Packing by Arvind Sundararajan

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2 min read
Designing agentic loops
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Designing agentic loops

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4 min read
The complete guide to evals
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The complete guide to evals

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3 min read
AI Models: Small vs. Large - Choosing the Right Scale for ROI
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AI Models: Small vs. Large - Choosing the Right Scale for ROI

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3 min read
Understanding Classification in Supervised Learning

Understanding Classification in Supervised Learning

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3 min read
Cracking the Code: Decoding LLM Thought with Vector Symbolic Bridges

Cracking the Code: Decoding LLM Thought with Vector Symbolic Bridges

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2 min read
The Machines That Hear What You Feel
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The Machines That Hear What You Feel

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

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2 min read
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