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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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Darwin-27B-ZTC-v5 Tops the Typed Decisions Leaderboard with a 0.81 Accuracy Score

Darwin-27B-ZTC-v5 Tops the Typed Decisions Leaderboard with a 0.81 Accuracy Score

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4 min read
Statically catching ONNX external_data path traversal before a model loads

Statically catching ONNX external_data path traversal before a model loads

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2 min read
Zero to Cited in Six Days: I Put a Brand-New Author Online and Measured How Fast AI Started Citing Him

Zero to Cited in Six Days: I Put a Brand-New Author Online and Measured How Fast AI Started Citing Him

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11 min read
Invoice-Check JP: A 3B Model Reads the Invoice, Checks Decide Whether to Trust It

Invoice-Check JP: A 3B Model Reads the Invoice, Checks Decide Whether to Trust It

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4 min read
Why your video search keeps returning the wrong scene

Why your video search keeps returning the wrong scene

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2 min read
Browser Image Upscaling: How We Got 4 Super-Resolution 14 Faster — Then Made It Slower on Purpose

Browser Image Upscaling: How We Got 4 Super-Resolution 14 Faster — Then Made It Slower on Purpose

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6 min read
Consequence-weighted impact: not all failures cost the same

Consequence-weighted impact: not all failures cost the same

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5 min read
Statically catching the CVE-2026-34445 ONNX external_data attribute-injection vector before the model loads

Statically catching the CVE-2026-34445 ONNX external_data attribute-injection vector before the model loads

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3 min read
What is Overfitting: How Can an AI Model Score 99% on Training Data and Still Fail in the Real World?

What is Overfitting: How Can an AI Model Score 99% on Training Data and Still Fail in the Real World?

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10 min read
From GPT-2 to Llama: four changes and the reason for each

From GPT-2 to Llama: four changes and the reason for each

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9 min read
Stop Guessing Your RAG Chunking Strategy. Inspect It

Stop Guessing Your RAG Chunking Strategy. Inspect It

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2 min read
VIDRAFT Trains a 46M-Parameter Model Entirely on Inference-Only NPUs — No CUDA Required

VIDRAFT Trains a 46M-Parameter Model Entirely on Inference-Only NPUs — No CUDA Required

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4 min read
HackerRank Chakra: The AI That Runs Your Job Interview

HackerRank Chakra: The AI That Runs Your Job Interview

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2 min read
"Fingerprint, iris, or voice: which biometric fails first, and why fusion saves you"

"Fingerprint, iris, or voice: which biometric fails first, and why fusion saves you"

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7 min read
My LoRA improved routing and made JSON less reliable

My LoRA improved routing and made JSON less reliable

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6 min read
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