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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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🔍 FraudLens: Building an Agentic Fraud Investigation System with TigerGraph

🔍 FraudLens: Building an Agentic Fraud Investigation System with TigerGraph

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8 min read
A Revolução do Agent Harness: Por Que o Scaffold em Torno do LLM Define o Sucesso em Produção Mais Que os Próprios Pesos

A Revolução do Agent Harness: Por Que o Scaffold em Torno do LLM Define o Sucesso em Produção Mais Que os Próprios Pesos

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10 min read
Your Model Isn't Bad. Your Eval Set Might Be Circular.

Your Model Isn't Bad. Your Eval Set Might Be Circular.

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5 min read
How Multi-Agent AI Discovered a New Enzyme System in Phage DNA

How Multi-Agent AI Discovered a New Enzyme System in Phage DNA

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4 min read
Someone trained a decision model for $104. The price isn't the interesting part — it's that it refuses to write text.

Someone trained a decision model for $104. The price isn't the interesting part — it's that it refuses to write text.

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3 min read
Recognizing ASL Letters with CNN and Ensemble Learning

Recognizing ASL Letters with CNN and Ensemble Learning

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3 min read
The AI Frontend Paradox: A Technical Blueprint

The AI Frontend Paradox: A Technical Blueprint

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12 min read
Small AI Models Can See the Trap. They Fall In Anyway

Kaggle Benchmarking Challenge Submission

Small AI Models Can See the Trap. They Fall In Anyway

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5 min read
MCP doesn't replace function calling. Your MCP client still emits one.

MCP doesn't replace function calling. Your MCP client still emits one.

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3 min read
25 LLM architecture blocks, side by side, in runnable PyTorch

25 LLM architecture blocks, side by side, in runnable PyTorch

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8 min read
Does Jev remember 2023? A naive test says yes at p = 0.001. A within-company test says no.

Does Jev remember 2023? A naive test says yes at p = 0.001. A within-company test says no.

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6 min read
Grok 4.6 da xAI: O Supercluster Colossus, Raciocínio Extremo, Arquitetura Multimodal e Implementação em Python

Grok 4.6 da xAI: O Supercluster Colossus, Raciocínio Extremo, Arquitetura Multimodal e Implementação em Python

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16 min read
GLM-5.3 da Zhipu AI (Z.ai): O Supermodelo Aberto de 744B Parâmetros, Atenção Híbrida KDA e Implementação em Python

GLM-5.3 da Zhipu AI (Z.ai): O Supermodelo Aberto de 744B Parâmetros, Atenção Híbrida KDA e Implementação em Python

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12 min read
Claude Mythos 5.1: RaciocĂ­nio CientĂ­fico Formal da Anthropic

Claude Mythos 5.1: RaciocĂ­nio CientĂ­fico Formal da Anthropic

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14 min read
DeepSeek 4.1: MoE de 1,2 TrilhĂŁo com MLA v2 e DualPipe

DeepSeek 4.1: MoE de 1,2 TrilhĂŁo com MLA v2 e DualPipe

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12 min read
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