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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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I built a deep learning framework in Rust from scratch — Part 3: the road to crates.io

I built a deep learning framework in Rust from scratch — Part 3: the road to crates.io

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10 min read
We don't need to copy the human brain — we need to learn from it

We don't need to copy the human brain — we need to learn from it

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3 min read
Model Registry as a Service: Design Patterns & Best Practices

Model Registry as a Service: Design Patterns & Best Practices

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8 min read
Beyond the API Call: Engineering EloDtx, the Deep Learning Core of Baeyond

Beyond the API Call: Engineering EloDtx, the Deep Learning Core of Baeyond

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1 min read
The Operator is the Mirror: A Protocol for Reflected Cognition

The Operator is the Mirror: A Protocol for Reflected Cognition

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3 min read
How We Built an AI Agent Pipeline for a Healthcare Client Using CrewAI

How We Built an AI Agent Pipeline for a Healthcare Client Using CrewAI

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5 min read
AIGQ: Taobao's End-to-End Generative Architecture for E-commerce Query Recommendation

AIGQ: Taobao's End-to-End Generative Architecture for E-commerce Query Recommendation

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4 min read
Teaching Alfred to Remember with a Neuroscience-Inspired Memory System for AI Agents

Teaching Alfred to Remember with a Neuroscience-Inspired Memory System for AI Agents

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36 min read
Hindsight Made My Study Agent Learn

Hindsight Made My Study Agent Learn

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5 min read
Deepfake Laws Won't Protect Your Cases. Broken Identity Verification Already Risks Them.

Deepfake Laws Won't Protect Your Cases. Broken Identity Verification Already Risks Them.

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3 min read
The Challenge of Unverifiable AI Rewards

The Challenge of Unverifiable AI Rewards

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7 min read
How to Build a Self-Improving AI Agent (Using Its Own Memory)

How to Build a Self-Improving AI Agent (Using Its Own Memory)

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3 min read
Transformers Are Not Dead — But Hybrids Are the Future. Here's Why.

Transformers Are Not Dead — But Hybrids Are the Future. Here's Why.

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13 min read
I Was So Tired of My AI Agent Starting From Zero Every Single Session

I Was So Tired of My AI Agent Starting From Zero Every Single Session

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6 min read
How I Built an Offline AI Tutor That Actually Understands Textbooks (LFM2 + RAG)

How I Built an Offline AI Tutor That Actually Understands Textbooks (LFM2 + RAG)

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1 min read
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