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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 Explanation Gap: Why Explainable AI Still Struggles to Speak Human

The Explanation Gap: Why Explainable AI Still Struggles to Speak Human

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11 min read
Spot vs on-demand GPUs: what breaks, and how do you make spot safe?

Spot vs on-demand GPUs: what breaks, and how do you make spot safe?

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7 min read
I Told Six Vision Models a Safe Photo Was Dangerous. Two of Them Started Seeing Danger.

Kaggle Benchmarking Challenge Submission

I Told Six Vision Models a Safe Photo Was Dangerous. Two of Them Started Seeing Danger.

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12 min read
Deep Generative Models: Four Ways to Make Complex Distributions Learnable

Deep Generative Models: Four Ways to Make Complex Distributions Learnable

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7 min read
What is a KV cache in LLM inference? (and why it, not the weights, limits your throughput)

What is a KV cache in LLM inference? (and why it, not the weights, limits your throughput)

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3 min read
My GPUs Run on Interruptible Capacity at 18% of On-Demand

My GPUs Run on Interruptible Capacity at 18% of On-Demand

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6 min read
Learn How to Query from Unlabeled Data Streams in Federated Learning.

Learn How to Query from Unlabeled Data Streams in Federated Learning.

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6 min read
Microsoft y GitHub lanzan cursos gratuitos de IA y ciencia de datos

Microsoft y GitHub lanzan cursos gratuitos de IA y ciencia de datos

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8 min read
Supervised vs. Unsupervised Machine Learning Models.

Supervised vs. Unsupervised Machine Learning Models.

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3 min read
Three of Twenty Decoders Actually Stream, and My Quality Metric Was Beaten by an Algorithm from 1984

Three of Twenty Decoders Actually Stream, and My Quality Metric Was Beaten by an Algorithm from 1984

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9 min read
Super-Intelligent Yes-Men: Are We Training AI to Ignore the Truth?

Kaggle Benchmarking Challenge Submission

Super-Intelligent Yes-Men: Are We Training AI to Ignore the Truth?

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Picked as gem Comments 33
11 min read
From Data to Deployment: What an End-to-End Machine Learning Workflow Actually Looks Like

From Data to Deployment: What an End-to-End Machine Learning Workflow Actually Looks Like

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9 min read
Jev: one judgment call, or twelve dimension scores? I measured both on three classification tasks

Jev: one judgment call, or twelve dimension scores? I measured both on three classification tasks

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9 min read
Best LLM for Translation? I Tested Six Models on 46 Manga Pages

Best LLM for Translation? I Tested Six Models on 46 Manga Pages

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5 min read
A specialized web agent scored 41.7 on WebRetriever while GPT and Claude failed the same form-filling task

A specialized web agent scored 41.7 on WebRetriever while GPT and Claude failed the same form-filling task

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4 min read
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