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Thousand Miles AI

Thousand Miles is a group of engineers dedicated to empowering the masses to understand AI and software engineering. We believe that education is the foundational stone for building a knowledgeable so

Location Bengaluru, India Joined Joined on  Personal website https://thousandmiles.ai
Qwen3-Coder-Next: 80B total, 3B active, 70.6 on SWE-Bench

Qwen3-Coder-Next: 80B total, 3B active, 70.6 on SWE-Bench

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4 min read
WebMCP in Chrome 149: web pages get a tool API for AI agents

WebMCP in Chrome 149: web pages get a tool API for AI agents

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4 min read
ZAYA1-8B: a 760M-active MoE trained on AMD MI300x

ZAYA1-8B: a 760M-active MoE trained on AMD MI300x

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5 min read
Cola DLM — Text Generation That Plans Before It Writes

Cola DLM — Text Generation That Plans Before It Writes

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4 min read
Your "Claude Opus" API Might Not Be Claude Opus

Your "Claude Opus" API Might Not Be Claude Opus

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4 min read
What "Subquadratic Attention" Actually Means

What "Subquadratic Attention" Actually Means

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4 min read
Three RAG failures that look like model problems but aren't

Three RAG failures that look like model problems but aren't

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6 min read
The silent sequential skip: a failure class every AI pipeline should name

The silent sequential skip: a failure class every AI pipeline should name

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5 min read
The graduation AI that skipped names — and what it taught us about silent failure

The graduation AI that skipped names — and what it taught us about silent failure

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5 min read
The boring engineering you skipped is the headline you'll wear

The boring engineering you skipped is the headline you'll wear

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5 min read
Sharing your prompts is the new telling people your dreams

Sharing your prompts is the new telling people your dreams

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3 min read
Your model speed benchmark is measuring the wrong thing

Your model speed benchmark is measuring the wrong thing

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3 min read
Your AI speed benchmark is measuring the one workload you don't run

Your AI speed benchmark is measuring the one workload you don't run

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3 min read
Context engineering is an architecture strategy, not a model swap

Context engineering is an architecture strategy, not a model swap

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6 min read
The cracked mirror: why AI hallucination is structural, not a bug

The cracked mirror: why AI hallucination is structural, not a bug

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6 min read
Hallucination is not a bug — it is the shape of the machine

Hallucination is not a bug — it is the shape of the machine

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4 min read
How LLMs Actually Generate Text — Temperature, Top-K, Top-P, and the Dice Rolls You Never See

How LLMs Actually Generate Text — Temperature, Top-K, Top-P, and the Dice Rolls You Never See

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7 min read
The LLM Interview Cheat Sheet — 10 Questions That Actually Come Up

The LLM Interview Cheat Sheet — 10 Questions That Actually Come Up

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11 min read
How AI Agents Actually Execute Multi-Step Tasks — The Orchestration Nobody Talks About

How AI Agents Actually Execute Multi-Step Tasks — The Orchestration Nobody Talks About

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7 min read
How to Evaluate LLM Outputs — Beyond 'Looks Good to Me'

How to Evaluate LLM Outputs — Beyond 'Looks Good to Me'

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8 min read
How DeepSeek R1 Shocked the World (And Why It Matters to You)

How DeepSeek R1 Shocked the World (And Why It Matters to You)

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9 min read
Context Engineering Is the New Prompt Engineering

Context Engineering Is the New Prompt Engineering

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7 min read
Running LLMs on Your Laptop Without a $10K GPU

Running LLMs on Your Laptop Without a $10K GPU

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7 min read
What Are Reasoning Models and Why Do They Think Before Answering?

What Are Reasoning Models and Why Do They Think Before Answering?

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7 min read
The 'Lost in the Middle' Problem — Why LLMs Ignore the Middle of Your Context Window

The 'Lost in the Middle' Problem — Why LLMs Ignore the Middle of Your Context Window

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7 min read
LoRA and QLoRA Explained — Fine-Tune LLMs Without Selling Your Kidney for GPUs

LoRA and QLoRA Explained — Fine-Tune LLMs Without Selling Your Kidney for GPUs

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8 min read
Chunking Strategies That Actually Work — Why Your RAG App Retrieves Garbage

Chunking Strategies That Actually Work — Why Your RAG App Retrieves Garbage

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7 min read
Build Your First MCP Server in Python — A Weekend Project That Actually Impresses

Build Your First MCP Server in Python — A Weekend Project That Actually Impresses

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7 min read
AI-Generated Code Fails in Production (and Why Your Manager Won't Notice)

AI-Generated Code Fails in Production (and Why Your Manager Won't Notice)

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6 min read
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