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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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G-CARL: Checklist-Aligned Reward Learning for Grounded Medical AI Agents

G-CARL: Checklist-Aligned Reward Learning for Grounded Medical AI Agents

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5 min read
Backpropagation by Hand: Two Layers, a Pen, and Then Autograd Agrees

Backpropagation by Hand: Two Layers, a Pen, and Then Autograd Agrees

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9 min read
Expert-locality-aware decode routing reduces MoE serving latency

Expert-locality-aware decode routing reduces MoE serving latency

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2 min read
Closed‑loop detection improves attribution accuracy

Closed‑loop detection improves attribution accuracy

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2 min read
Peer Selection Cuts Regret in Multi‑Agent Coordination

Peer Selection Cuts Regret in Multi‑Agent Coordination

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2 min read
Skill Entropy reward boosts multi-skill reasoning

Skill Entropy reward boosts multi-skill reasoning

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2 min read
Uncertainty‑guided distillation improves student efficiency

Uncertainty‑guided distillation improves student efficiency

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2 min read
I Tested GLM-5.3-Flash and Qwen3.8-Flash on 24 Real Tasks

I Tested GLM-5.3-Flash and Qwen3.8-Flash on 24 Real Tasks

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6 min read
Self-Hosted RAG: A Production Pipeline on Your Own Hardware

Self-Hosted RAG: A Production Pipeline on Your Own Hardware

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9 min read
Interpretability Built an Instrument to Prove a Signal Is Actually Used. Agent Memory Has Nothing Like It.

Interpretability Built an Instrument to Prove a Signal Is Actually Used. Agent Memory Has Nothing Like It.

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5 min read
Stop Blaming the LLM: Why Your AI Agents Keep Failing (And How to Fix Them)

Stop Blaming the LLM: Why Your AI Agents Keep Failing (And How to Fix Them)

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2 min read
We Taught a 230M Language Model to Keep Learning on Android

We Taught a 230M Language Model to Keep Learning on Android

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5 min read
What Is AI Inference? The Difference Between Training a Model and Actually Using It

What Is AI Inference? The Difference Between Training a Model and Actually Using It

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4 min read
From Massive to Miniature: How Small Language Models Are Engineered

From Massive to Miniature: How Small Language Models Are Engineered

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12 min read
Das System, das sich selbst verbessert

Das System, das sich selbst verbessert

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4 min read
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