Blog

Guides, tutorials, and insights on AI coding tools and API providers.

· 5 min read

1. This AI called Voyager—what makes it unstoppable in Minecraft?

You’re scrolling through your phone, about to sleep, when a post makes you jolt upright in bed— NVIDIA stuffed GPT-4 into Minecraft. Not as a sightseer. It was

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· 5 min read

I'm telling you, in 2020 I worked on a pedestrian detection project, and it nearly drove me crazy

I'm telling you, in 2020 I worked on a pedestrian detection project, and it nearly drove me crazy! I swapped datasets over and over—COCO, CrowdHuman, MOT17. And

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· 6 min read

NLP Interview Prep: Master PTMs & Pretrained Models for NLP

Recently, I went for an interview at a search engine company. The interviewer started by asking me to draw the Transformer architecture. I finished that, and th

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· 6 min read

You think Prompt Engineering is the answer? Wrong.

I nearly fried my GPU before learning these 3 secrets of fine-tuning LLMs. Let me tell you a true story. Six months ago, at 3 a.m., I stared at that red "CUDA o

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· 5 min read

1. ResNet vs DenseNet: Don't Just Memorize the "Why," You Won't Survive the Follow-ups

Let me tell you, after writing tech columns for so many years, "interview tips" are the last thing I want to touch. They look like treasure maps? Step in and it

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· 4 min read

Claude Code vs Codex: Which AI Coding Tool Wins?

Alright, got it. This article landed in my inbox—packed with substance, but the delivery could hit harder. So I’ve rewritten the whole thing in a storytelling

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· 6 min read

Literature Review: The Biggest Trap of All

I started by going through CVPR, ICCV, and ICLR papers from 2024–2025 to figure out the direction. Then I threw a summary of my own to GPT: “Find me the top 8 p

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· 1 min read

Fun Hidden Settings Found in Claude Code's Source Code

Guess what? Your AI might be pretending to be human. So what's the vibe on my feed these days? It's everywhere! Just endless reposts! Claude Code—510,000 lines

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· 6 min read

Build Transformers Like Blocks with PyTorch

Alright, let me check the facts and polish the writing. Before I start, let me clarify my fact-checking: - The technical details in the article are basically co

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· 6 min read

But it gets even crazier

Oh, when I saw your question, I felt it immediately. Let me tell you—this story really made me laugh and fume, and in the end, all that was left was a sigh

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· 5 min read

DeepSeek-V3 Technical Report: Full LLM Architecture & Training Insights

Guess what? Just last week, in the dead of night, I was hunched over my laptop, about to smash it because a distributed training script—stuck on a damned commun

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· 5 min read

Is it silently mulling things over like a person would

You ask me: when a large model writes that string of “thinking process,” what is it actually thinking? Is it silently mulling things over like a person would?

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