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The Training Decision Tree: Should You Build Your Own Language Model?
Every few months, someone announces they’re training a language model from scratch. Sometimes it works beautifully. Other times, millions of dollars evaporate into a model that can’t compete with what...
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Why Your AI Agent Keeps Failing in Production (And How to Fix It)
The hidden architecture pattern that makes AI agents crash-proof — used by companies scaling to billions of workflows Picture this: You’ve built an AI agent that handles customer refunds. It’s brilli...
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How Do LLMs Actually Work?
The intuition, and just enough math. Continue reading on Towards AI
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From Single Brains to Team Intelligence: Mastering AI Agent Systems with LangGraph in 2025
🚀 Dive into the complete GitHub tutorial for the LangGraph Multi-Agent System — learn how to design, build, and orchestrate intelligent agents step-by-step: LangGraph_Multi_Agent_System 🧠 Part 1: Un...
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Digesting AI Research: Day 4 — Graph Neural Networks
The journey to deep Learning on graphs: How GCNs overcame transductive limitations and the Over-smoothing problems Continue reading on Towards AI
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A dive into Bitnet. The art of quantization.
We can see that the model achieves performance near a full-precision transformer, but only for very deep models (+30B models). That’s why in 2024, they published another research paper, “ The Era of 1...
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Sync or Async? This Python Library Handles Both
Listen to the full episode at https://realpython.com/podcasts/rpp/261 or wherever you get podcasts -- with Chris Trudeau (hosted by Chris Bailey). Want to keep learning Python? Explore these free reso...
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How Kuaishou Mitigated Duration Bias in Video Recommendations?
Let’s get started. What is Duration Bias? Duration bias arises because longer videos tend to have higher watch times. This creates a spurious correlation in watch-time prediction models, leading them ...
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Advanced Azure DevOps Pull Request Reviewer Agent
Making Azure DevOps Smarter: Advanced PR Reviews with Azure OpenAI and MCP Code review is like the janitor of a software team: always needed, seldom championed, and often stepping in after the mess i...
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Deep Dive into LangGraph: Building Agentic Workflows That Scale
In the rapidly evolving world of AI, we’re seeing a shift from building single-shot LLM prompts to constructing agentic workflows, systems where AI models act as orchestrators, tools, and collaborator...
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[Recording+Solution] GPU by Hand ✍️ Together
Keynote Lecture Sponsored by Together AI
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I Built an AI From Scratch — Here’s What I Learned That No Tutorial Tells You
1. Why I Decided to Build an AI From Zero Most tutorials make building AI look glamorous — a few lines of Python, some TensorFlow imports, and voilà — intelligence in a box. I wanted more than that. I...
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