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武乐丹

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"Encrypted" Reasoning Traces Were Never a Security Boundary — This Paper Just Proved It (Again)

"Encrypted" Reasoning Traces Were Never a Security Boundary — This Paper Just Proved It (Again)

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4 min read
China Now Ships 97% of the World's Humanoid Robots — and Unitree's IPO Just Cleared Its Last Hurdle

China Now Ships 97% of the World's Humanoid Robots — and Unitree's IPO Just Cleared Its Last Hurdle

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4 min read
Meta's Muse Glimmer: A 30B Model Built for Always-On Local Agents — and Why HN Couldn't Stop Talking About It

Meta's Muse Glimmer: A 30B Model Built for Always-On Local Agents — and Why HN Couldn't Stop Talking About It

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3 min read
Unitree's IPO Subscriptions Came In at 0.02% — and ByteDance's Robotics Chief Just Landed at Xiaomi

Unitree's IPO Subscriptions Came In at 0.02% — and ByteDance's Robotics Chief Just Landed at Xiaomi

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3 min read
How I Use LLMs to Learn Complex Topics Hit #1 on HN — I Read All 257 Comments: It's Quizzing, Not Asking

How I Use LLMs to Learn Complex Topics Hit #1 on HN — I Read All 257 Comments: It's Quizzing, Not Asking

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4 min read
Unitree's ¥61B IPO Opens for Subscription Today — and the Robotaxi Meter Starts Running in Vegas the Same Day

Unitree's ¥61B IPO Opens for Subscription Today — and the Robotaxi Meter Starts Running in Vegas the Same Day

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3 min read
DeepSeek V4 Flash 0731 Hit the ARC-AGI Chart at 1/4 the Cost of GPT-5.6 Luna — and the HN Thread Is a Masterclass in Cheap Intelligence

DeepSeek V4 Flash 0731 Hit the ARC-AGI Chart at 1/4 the Cost of GPT-5.6 Luna — and the HN Thread Is a Masterclass in Cheap Intelligence

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5 min read
50 Events, One Ice Ribbon: The World Humanoid Robot Games Got a Real Schedule — and the Week Built the Infrastructure Underneath

50 Events, One Ice Ribbon: The World Humanoid Robot Games Got a Real Schedule — and the Week Built the Infrastructure Underneath

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5 min read
Qwen3.8 Max Topped the Agentic Index — and AMD Bought a Company That Etches Models Into Silicon

Qwen3.8 Max Topped the Agentic Index — and AMD Bought a Company That Etches Models Into Silicon

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4 min read
Unitree Priced Its IPO at ¥150.80/Share — a ¥61B Valuation Anchor for China's 'First Humanoid-Robot Stock'

Unitree Priced Its IPO at ¥150.80/Share — a ¥61B Valuation Anchor for China's 'First Humanoid-Robot Stock'

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4 min read
Cloudflare "OS" Hit #1 on HN — and a Third of the Comments Were Arguing About the Name. Here's What Everyone Missed.

Cloudflare "OS" Hit #1 on HN — and a Third of the Comments Were Arguing About the Name. Here's What Everyone Missed.

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3 min read
Xiaomi Just Open-Sourced an Embodied-AI Foundation Model — and 29 Seconds of Video Is Now Enough to Teach a Robot a New Skill

Xiaomi Just Open-Sourced an Embodied-AI Foundation Model — and 29 Seconds of Video Is Now Enough to Teach a Robot a New Skill

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4 min read
A 304B Model Running on ONE GPU — and the FP8 Trap Nobody Warned You About

A 304B Model Running on ONE GPU — and the FP8 Trap Nobody Warned You About

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4 min read
OpenAI's Astra Solved 10 Open Math Problems — and the Price Tag Is the Real Story

OpenAI's Astra Solved 10 Open Math Problems — and the Price Tag Is the Real Story

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4 min read
Karpathy's $10 Lord of the Rings: When LLMs Start Building Worlds Instead of Answering Questions

Karpathy's $10 Lord of the Rings: When LLMs Start Building Worlds Instead of Answering Questions

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3 min read
AgentGlass Review 2026: The Open-Source Cockpit That Brings Every AI Coding Agent Under One Roof

AgentGlass Review 2026: The Open-Source Cockpit That Brings Every AI Coding Agent Under One Roof

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3 min read
The Open-Weight Inflection Point: Kimi K3, Claude Opus 5, and Microsoft MAI Signal a Market Shift

The Open-Weight Inflection Point: Kimi K3, Claude Opus 5, and Microsoft MAI Signal a Market Shift

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3 min read
Gemini Robotics 2: DeepMind Just Gave Robots a Whole Body — VLA Breakdown for Developers

Gemini Robotics 2: DeepMind Just Gave Robots a Whole Body — VLA Breakdown for Developers

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3 min read
GitHub Stacked PRs Tutorial 2026: Break Large Changes Into Small, Reviewable Pull Requests

GitHub Stacked PRs Tutorial 2026: Break Large Changes Into Small, Reviewable Pull Requests

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5 min read
Why AI Coding Agent Observability Matters Right Now (July 2026)

Why AI Coding Agent Observability Matters Right Now (July 2026)

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2 min read
The AI Developer Tools That Actually Matter Right Now (July 2026 Edition)

The AI Developer Tools That Actually Matter Right Now (July 2026 Edition)

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1 min read
I Tested 5 AI Academic Research Tools — Here's the Winner

I Tested 5 AI Academic Research Tools — Here's the Winner

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1 min read
I Used 5 AI Code Review Tools for a Month — Here's What Actually Works

I Used 5 AI Code Review Tools for a Month — Here's What Actually Works

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3 min read
I Tested Figma AI for 2 Weeks Across 20 Design Workflows. Here's What Actually Works.

I Tested Figma AI for 2 Weeks Across 20 Design Workflows. Here's What Actually Works.

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4 min read
I Tested the Top 5 AI Code Assistants of 2026 — Cursor, Claude Codex, Copilot, Windsurf & ChatGPT Codex

I Tested the Top 5 AI Code Assistants of 2026 — Cursor, Claude Codex, Copilot, Windsurf & ChatGPT Codex

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4 min read
I Tested 6 AI Coding Assistants for a Month. Here's What Actually Works.

I Tested 6 AI Coding Assistants for a Month. Here's What Actually Works.

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2 min read
I Built an AI Tools Directory — 10 Lessons on What Actually Works

I Built an AI Tools Directory — 10 Lessons on What Actually Works

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2 min read
I Built an AI Tools Directory. These 10 Lessons Hurt the Most.

I Built an AI Tools Directory. These 10 Lessons Hurt the Most.

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3 min read
How I Built a Review Site with 800+ Articles Using AI

How I Built a Review Site with 800+ Articles Using AI

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3 min read
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