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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 Geometry of Shadows: What a Bridge Railing Taught Me About the Mathematics of LLMs

The Geometry of Shadows: What a Bridge Railing Taught Me About the Mathematics of LLMs

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4 min read
Perspective API ends Dec 31 — I built a Perspective-compatible toxicity scorer at $0.005 a call

Perspective API ends Dec 31 — I built a Perspective-compatible toxicity scorer at $0.005 a call

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2 min read
Accelerator certification speeds VLA models 10

Accelerator certification speeds VLA models 10

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2 min read
SQuAD's answer normalizer can mark a wrong answer correct: three verified hazards

SQuAD's answer normalizer can mark a wrong answer correct: three verified hazards

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2 min read
Time-Aware Healthcare AI: Detecting Stale Recommendations

Time-Aware Healthcare AI: Detecting Stale Recommendations

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1 min read
Meta Builds the Models. Apple Sells the Rig.

Meta Builds the Models. Apple Sells the Rig.

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11 min read
Contains: I built an allergen checker for home bakers that says “I’m not sure” instead of guessing

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Contains: I built an allergen checker for home bakers that says “I’m not sure” instead of guessing

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16 min read
Looking for lateral movement with a neural network trained on synthetic data

Looking for lateral movement with a neural network trained on synthetic data

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46 min read
What Is TimesFM? Google's Time-Series Foundation Model Explained, and How to Run It in Your Browser

What Is TimesFM? Google's Time-Series Foundation Model Explained, and How to Run It in Your Browser

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10 min read
Magnitude vs Ollama: Hardware-Tuned Kernels Cut Inference Latency in Half

Magnitude vs Ollama: Hardware-Tuned Kernels Cut Inference Latency in Half

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3 min read
RL 7: How Machines Learned to Guess Better — Sutton, Barto & Temporal Difference Learning

RL 7: How Machines Learned to Guess Better — Sutton, Barto & Temporal Difference Learning

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14 min read
What $10 of Tinker credit bought: a fine-tuned Qwen3-8B that builds small-business sites, with Gemma 4 as its art director

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

What $10 of Tinker credit bought: a fine-tuned Qwen3-8B that builds small-business sites, with Gemma 4 as its art director

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11 min read
Stop Giving Channel Bios a Vote in Every Video Search

Stop Giving Channel Bios a Vote in Every Video Search

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8 min read
Budgeting memory for a local language model: weights, KV cache, and room to run

Budgeting memory for a local language model: weights, KV cache, and room to run

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4 min read
Whisper Hallucinations: 'Thanks for Watching' in 9% of My Transcripts

Whisper Hallucinations: 'Thanks for Watching' in 9% of My Transcripts

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6 min read
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