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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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AI Engineering vs ML Engineering

AI Engineering vs ML Engineering

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2 min read
A Guardrail That Cuts Attack Success 10x Can Still Be the Wrong Guardrail: Reading AgentDojo Numbers Like an Engineer

A Guardrail That Cuts Attack Success 10x Can Still Be the Wrong Guardrail: Reading AgentDojo Numbers Like an Engineer

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11 min read
Spark-X2.6-4B: stronger on-device agents, coding and controllable thinking

Spark-X2.6-4B: stronger on-device agents, coding and controllable thinking

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2 min read
Do 66 Terminal Tasks and a 45% Private Weight Settle AI Rankings? Reading Artificial Analysis Index v4.3

Do 66 Terminal Tasks and a 45% Private Weight Settle AI Rankings? Reading Artificial Analysis Index v4.3

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12 min read
Can a 12 GB GPU Handle Local AI Dubbing? A Practical Way to Find Out

Can a 12 GB GPU Handle Local AI Dubbing? A Practical Way to Find Out

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3 min read
Step 5 open weights: what 8,000 tokens/sec/GPU does and doesn't mean

Step 5 open weights: what 8,000 tokens/sec/GPU does and doesn't mean

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5 min read
105 Agent-Readiness Report Cards Later: Not One SaaS Job Is Fully Hands-Off

105 Agent-Readiness Report Cards Later: Not One SaaS Job Is Fully Hands-Off

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4 min read
How RAG lets an AI answer from your company documents (and what it does not fix)

How RAG lets an AI answer from your company documents (and what it does not fix)

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7 min read
Cross-validation fails when data leaks between folds

Cross-validation fails when data leaks between folds

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5 min read
CRM verisiyle lead skorlama modeli kurmak: Etiket tanımı, zaman sızıntısı, kalibrasyon ve geri bildirim döngüsü

CRM verisiyle lead skorlama modeli kurmak: Etiket tanımı, zaman sızıntısı, kalibrasyon ve geri bildirim döngüsü

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10 min read
Can a Cap Pass Your Intentions to AI? What Sabi's $50 Million Seed Round Has to Prove

Can a Cap Pass Your Intentions to AI? What Sabi's $50 Million Seed Round Has to Prove

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6 min read
Why TinyML on ESP32-S3 Bottlenecks on Memory, Quantization, and Real-Time Inference

Why TinyML on ESP32-S3 Bottlenecks on Memory, Quantization, and Real-Time Inference

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8 min read
My AI Model Was 89% Accurate. It Missed 99% of the State I Cared About

My AI Model Was 89% Accurate. It Missed 99% of the State I Cared About

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2 min read
My semantic search recommended Sharktopus to Jaws fans

My semantic search recommended Sharktopus to Jaws fans

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7 min read
Section 4a: From the variational bound to a trainable min-max game

Section 4a: From the variational bound to a trainable min-max game

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11 min read
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