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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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Your LLM Prompt Costs More Than You Think — Build a Token & Cost Calculator in Colab

Your LLM Prompt Costs More Than You Think — Build a Token & Cost Calculator in Colab

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6 min read
I asked AI models to build web apps. Most of them shipped a fake server inside the page.

Kaggle Benchmarking Challenge Submission

I asked AI models to build web apps. Most of them shipped a fake server inside the page.

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4 min read
"How Does an LLM Actually Generate a Response?" — The Interview Question Everyone Gets 80% Right

"How Does an LLM Actually Generate a Response?" — The Interview Question Everyone Gets 80% Right

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4 min read
When AI Gets the Tickets Right but the Totals Wrong

Kaggle Benchmarking Challenge Submission

When AI Gets the Tickets Right but the Totals Wrong

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6 min read
Network Peering vs Multi-Region Network Architecture: A Comprehensive Analysis

Network Peering vs Multi-Region Network Architecture: A Comprehensive Analysis

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12 min read
Teaching a Memory Engine to Sleep: Async Reflection Pushes LoCoMo to 85.3%

Teaching a Memory Engine to Sleep: Async Reflection Pushes LoCoMo to 85.3%

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6 min read
I benchmarked 9 object-detection models on the same GPU — here's what changed

I benchmarked 9 object-detection models on the same GPU — here's what changed

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4 min read
Does your model know when it doesn't know? A benchmark for the ESCALATE answer

Kaggle Benchmarking Challenge Submission

Does your model know when it doesn't know? A benchmark for the ESCALATE answer

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2 min read
Neural Networks: Inspired by the Brain, Built for Data

Neural Networks: Inspired by the Brain, Built for Data

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10 min read
Video Inpainting Optimization: We Deleted the Safety Net and Got Faster, Better Output

Video Inpainting Optimization: We Deleted the Safety Net and Got Faster, Better Output

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7 min read
The Runtime IS the Benchmark: Endurance Metrics for Local Agents

The Runtime IS the Benchmark: Endurance Metrics for Local Agents

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2 min read
Karpathy’s LLM Capability Gap Funnel

Karpathy’s LLM Capability Gap Funnel

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1 min read
Why “Almost Correct” Is Becoming the Most Expensive Type of AI Error

Why “Almost Correct” Is Becoming the Most Expensive Type of AI Error

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9 min read
The Rise of Multimodal AI Agents: Why Developers Are Moving to Unified Runtimes

The Rise of Multimodal AI Agents: Why Developers Are Moving to Unified Runtimes

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6 min read
Semantic DLP: Can AI Models Catch the Data Leak?

Kaggle Benchmarking Challenge Submission

Semantic DLP: Can AI Models Catch the Data Leak?

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8 min read
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