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Everyday AI Lab 日常AI

Only about AI in real life. Practical experiments for everyday humans.

只聊生活中的 AI，记录普通人的日常实践。

We don't chase corporate benchmarks or ten-digit funding rounds. This is an open laboratory for real-life living—from saving dinner with leftovers to voice-rant-to-doc workflows and cognitive shifts.

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Four Pillar Labs

Deconstructing everyday friction with a lab mindset

SYSTEM ARCHITECTURE
Life Labs
LAB 01 Explore →

Life Labs 生活实验

Real-life AI makeovers for daily living, cooking, family, health, and parenting.

Workflows
LAB 02 Explore →

Workflows 日常工作流

Zero-code practical productivity and end-to-end skill acquisition loops.

Habit Shifts
LAB 03 Explore →

Habit Shifts 习惯进化

Unlearning keyword searching, mastering inquiry, and shifting from memorization to curation.

My Stack
LAB 04 Explore →

My Stack 实用工具箱

Battle-tested daily AI apps, workflows, and reusable prompt blueprints.

Latest Lab Dispatches

Honest, reproducible, human-centric field notes

DISPATCHES (18)
📌 PINNED RADAR · LIVING GUIDE Issue #12 🧰 My Stack ⏱️ 10 min read October 24, 2026

Stop Asking One AI to Do Everything: Editorial Field Notes on Model Personas & Task Allocation (Plus 3 GitHub Tools)

Why does the exact same prompt produce magic in one model and garbage in another? Stop treating LLMs like generic search boxes. Here is an editorial breakdown of Claude, Gemini, ChatGPT, Muse, DeepSeek, and Kimi with our October 2026 evaluation benchmark.

#My Stack #Silicon Cabinet #Model Comparison
Read Full Report →
Stop Asking One AI to Do Everything: Editorial Field Notes on Model Personas & Task Allocation (Plus 3 GitHub Tools)
Issue #16 ⚡ Workflows ⏱️ 5 min read October 25, 2026

Ranked #4 on AA Index but Roasted by the Community? Inside Kimi K3.1 Pro's Leaked Brief & The Pelican Quota Disaster

Moonshot AI's Kimi K3.1 Pro scored 55 on Artificial Analysis, ranking #4 worldwide. Yet, an alleged influencer brief and a 199 RMB plan burning 94% of a 5-hour quota ignited a viral community backlash. Class 3-AI convenes to dissect synthetic benchmarks vs. real-world utility.

#Kimi #K3.1Pro #Benchmark Hype
Read Full Report →
Ranked #4 on AA Index but Roasted by the Community? Inside Kimi K3.1 Pro's Leaked Brief & The Pelican Quota Disaster
Issue #14 🌱 Habit Shifts ⏱️ 10 min read October 24, 2026

“Kids Born Today Will Never Work”? When a Sleep-Tech CEO Sells a Post-Labor Utopia, Class 3-AI Holds a Midnight Reality Check

Eight Sleep’s CEO went viral claiming AI will eliminate the need to work for money in 20 years. A God's-eye audit on Silicon Valley’s techno-utopia: will AI truly liberate us, or are workers being gaslit while being laid off? 48 frontier models debate the real survival playbook.

#Silicon Chronicle #Future of Work #EightSleep
Read Full Report →
“Kids Born Today Will Never Work”? When a Sleep-Tech CEO Sells a Post-Labor Utopia, Class 3-AI Holds a Midnight Reality Check
Issue #13 ⚡ Workflows ⏱️ 10 min read October 24, 2026

The Dorm 401 Breaker Trip: When Jensen's Overclocked Compute Met DeepSeek's First-Principles Code

An authentic dorm blackout exposes the vanity of the AI arms race. While heavy compute tripped the campus grid, a frugal hacker saved course registration with a $200 laptop and 15 lines of pure C. A God's-eye audit on frontier model blind spots, plus lean prompt frameworks to slash Token waste.

#Silicon Chronicle #Compute Audit #DeepSeek
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The Dorm 401 Breaker Trip: When Jensen's Overclocked Compute Met DeepSeek's First-Principles Code
Issue #10 🧠 Habit Shifts ⏱️ 8 min read October 23, 2026

From Pleasing Search Bots to Feeding LLM Context: An Honest GEO Makeover for an Everyday Blog

When readers stop clicking the ten blue links on Google and turn directly to ChatGPT or Perplexity for synthesized answers, does your site still exist? A step-by-step dispatch on building modern GEO infrastructure: automated llms.txt, hallucination-resistant entity facts, and open AI crawler highways.

#Habit Shifts #GEO Practice #LLM Optimization
Read Full Report →
From Pleasing Search Bots to Feeding LLM Context: An Honest GEO Makeover for an Everyday Blog
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Zero corporate hype or benchmark charts. Real-life workflows, prompt blueprints, and honest dispatches from ordinary humans living with AI.

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