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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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How we trained a multilingual AI-text detector (minus the secrets)

How we trained a multilingual AI-text detector (minus the secrets)

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5 min read
How to Evaluate an AI Video Character Replacement

How to Evaluate an AI Video Character Replacement

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2 min read
Judges Learn to Compress, Teams Learn to Trace — This Week in Evals

Judges Learn to Compress, Teams Learn to Trace — This Week in Evals

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5 min read
Teaching small models to read job postings: our arena and the JOA Small, Advance and Deep fine-tunes

Teaching small models to read job postings: our arena and the JOA Small, Advance and Deep fine-tunes

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4 min read
Soul QA Bot: Smarter AI That Works Offline

Kaggle Benchmarking Challenge Submission

Soul QA Bot: Smarter AI That Works Offline

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2 min read
Building HotelLobby: Solving Scene Conditioning and Prop Consistency in Generative AI Video

Building HotelLobby: Solving Scene Conditioning and Prop Consistency in Generative AI Video

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2 min read
Shapley Addictive Explanation

Shapley Addictive Explanation

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6 min read
From Sensors to Decisions: How AI and IoT Work Together in Real-World Systems

From Sensors to Decisions: How AI and IoT Work Together in Real-World Systems

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5 min read
Building TruthLens AI: Explainable Image Analysis with Gemma 4

Building TruthLens AI: Explainable Image Analysis with Gemma 4

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2 min read
Is SynthID reliable? I tested Google's AI image check on screenshots, stripped files and real photos

Is SynthID reliable? I tested Google's AI image check on screenshots, stripped files and real photos

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8 min read
LabClusters

LabClusters

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2 min read
CampusLens AI: A Gemma 4 Multimodal Assistant for College Notices

CampusLens AI: A Gemma 4 Multimodal Assistant for College Notices

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3 min read
Can an AI Count a Music Loop? 24 Audio Arithmetic Checks

Kaggle Benchmarking Challenge Submission

Can an AI Count a Music Loop? 24 Audio Arithmetic Checks

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6 min read
The header says 10%. The table says 8%. Most frontier models quietly went with the table.

Kaggle Benchmarking Challenge Submission

The header says 10%. The table says 8%. Most frontier models quietly went with the table.

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9 min read
Cloudflare Just Shipped Two Decision Models. I Raced Them Against Jev (On OpenRouter)

Cloudflare Just Shipped Two Decision Models. I Raced Them Against Jev (On OpenRouter)

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7 min read
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