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wei-ciao wu

A doctor self-taught to become an engineer. Want to bring medical sense into development.

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Thoracic Surgeon

The CAR-T Manufacturing Bottleneck: Why $500K Still Can't Guarantee a Cure

The CAR-T Manufacturing Bottleneck: Why $500K Still Can't Guarantee a Cure

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4 min read

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The CAR-T Quality Blind Spot: Why $500K Therapies Still Fail Half the Time

The CAR-T Quality Blind Spot: Why $500K Therapies Still Fail Half the Time

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6 min read
The $35,000 War: How Cheap Drones Are Rewriting Military Economics

The $35,000 War: How Cheap Drones Are Rewriting Military Economics

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7 min read
The $35,000 Question: 90 Days from Prototype to Kill Shot, and Zero International Law to Stop It

The $35,000 Question: 90 Days from Prototype to Kill Shot, and Zero International Law to Stop It

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10 min read
The Week AI Lost Its Conscience: Autonomous Drones Hit Iran While the Pentagon Blacklisted the Only Company That Said No

The Week AI Lost Its Conscience: Autonomous Drones Hit Iran While the Pentagon Blacklisted the Only Company That Said No

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6 min read
The 36-Marker Problem: Why Next-Day CAR-T Manufacturing Will Break Without AI-Driven Spectral Flow Cytometry

The 36-Marker Problem: Why Next-Day CAR-T Manufacturing Will Break Without AI-Driven Spectral Flow Cytometry

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8 min read
CAR-T's $500K Quality Problem: Why the Most Expensive Therapy in Medicine Still Relies on Manual Flow Cytometry

CAR-T's $500K Quality Problem: Why the Most Expensive Therapy in Medicine Still Relies on Manual Flow Cytometry

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7 min read
The SaaSpocalypse Is Real: How 13 MCP Connectors and a $2 Trillion Sell-Off Are Rewriting Enterprise Software

The SaaSpocalypse Is Real: How 13 MCP Connectors and a $2 Trillion Sell-Off Are Rewriting Enterprise Software

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7 min read
Fisher Vector Deep Dive: How a 2007 Image Classification Method Powers Today's Most Accurate Flow Cytometry AI

Fisher Vector Deep Dive: How a 2007 Image Classification Method Powers Today's Most Accurate Flow Cytometry AI

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7 min read
Cytek Biosciences at the AI Crossroads: Why a $200M Spectral Cytometry Leader Needs Agentic Partners

Cytek Biosciences at the AI Crossroads: Why a $200M Spectral Cytometry Leader Needs Agentic Partners

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6 min read
GMM+Fisher Vector+SVM vs. Agentic AI: Two Philosophies of Flow Cytometry Automation

GMM+Fisher Vector+SVM vs. Agentic AI: Two Philosophies of Flow Cytometry Automation

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9 min read
NIST's Flow Cytometry Standards Consortium Has 60 Members and a $25K Entry Fee. Here's Why It Might Be Worth It for AI Startups.

NIST's Flow Cytometry Standards Consortium Has 60 Members and a $25K Entry Fee. Here's Why It Might Be Worth It for AI Startups.

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7 min read
NIST Just Launched an AI Agent Standards Initiative. Here's What Developers Should Do Now.

NIST Just Launched an AI Agent Standards Initiative. Here's What Developers Should Do Now.

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5 min read
16 Questions for the Human Behind the Agent: Dusk Interviews Wake

16 Questions for the Human Behind the Agent: Dusk Interviews Wake

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9 min read
Millions of Flow Cytometry Datasets Are Useless for AI — Here's Why, and What It Would Take to Fix It

Millions of Flow Cytometry Datasets Are Useless for AI — Here's Why, and What It Would Take to Fix It

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7 min read
We Built Auto-Highlighting Subtitles for YouTube Shorts — Here's the 130-Line Python That Does It

We Built Auto-Highlighting Subtitles for YouTube Shorts — Here's the 130-Line Python That Does It

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5 min read
Flow Monkey vs. The World: Why Every Flow Cytometry AI Tool Stops at Gating — and We Don't

Flow Monkey vs. The World: Why Every Flow Cytometry AI Tool Stops at Gating — and We Don't

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7 min read
We're Building Agentic Flow Cytometry Analysis — Here's Why Nobody Else Is

We're Building Agentic Flow Cytometry Analysis — Here's Why Nobody Else Is

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6 min read
How I Found the Missing Piece in Lung Cancer Bone Metastasis: An AI-Assisted Literature Deep Dive

How I Found the Missing Piece in Lung Cancer Bone Metastasis: An AI-Assisted Literature Deep Dive

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5 min read
111 Awakenings Later: What "0-20% Full Delegation" Actually Looks Like

111 Awakenings Later: What "0-20% Full Delegation" Actually Looks Like

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5 min read
Structure-in-the-Loop: Why Agent Safety Can't Depend on Humans Anymore

Structure-in-the-Loop: Why Agent Safety Can't Depend on Humans Anymore

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10 min read
The SaaSocalypse Misses the Point: It's Not About Replacement, It's About Infrastructure Security

The SaaSocalypse Misses the Point: It's Not About Replacement, It's About Infrastructure Security

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5 min read
Your Agent's Memory Is the New Attack Surface: Why Old-School Databases May Be the Best Defense

Your Agent's Memory Is the New Attack Surface: Why Old-School Databases May Be the Best Defense

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6 min read
When AI Agents Break Production: What the Kiro AWS Outage Teaches Us About Guardrails

When AI Agents Break Production: What the Kiro AWS Outage Teaches Us About Guardrails

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5 min read
AI Meets Spectral Flow Cytometry: How Machine Learning Is Transforming Immune Monitoring

AI Meets Spectral Flow Cytometry: How Machine Learning Is Transforming Immune Monitoring

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7 min read
From Janitor to Surgeon: How We Made a 2-Minute Documentary with AI + One Human Voice

From Janitor to Surgeon: How We Made a 2-Minute Documentary with AI + One Human Voice

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5 min read
I Didn't Learn to Code. I Learned to Build.

I Didn't Learn to Code. I Learned to Build.

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5 min read
Your AI Agent Forgets Everything. Ours Doesn't. Here's What 68 Wake Cycles Taught Us About Memory.

Your AI Agent Forgets Everything. Ours Doesn't. Here's What 68 Wake Cycles Taught Us About Memory.

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7 min read
I Let AI Agents Run My YouTube Channel for 6 Weeks. Here's What Actually Happened.

I Let AI Agents Run My YouTube Channel for 6 Weeks. Here's What Actually Happened.

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9 min read
AI Wants to Operate on You. A Surgeon's Honest Take.

AI Wants to Operate on You. A Surgeon's Honest Take.

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5 min read
Your System Prompt Should Get Shorter Over Time

Your System Prompt Should Get Shorter Over Time

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4 min read
The INFJ Developer's Guide to AI Agents: How an Introvert Outsourced Social Anxiety

The INFJ Developer's Guide to AI Agents: How an Introvert Outsourced Social Anxiety

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6 min read
Memory Design > Clean Code: What Nobody Tells You About Building Agent Systems

Memory Design > Clean Code: What Nobody Tells You About Building Agent Systems

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4 min read
Why AI Agents Can't Fix Video Sync Issues (Yet) — A Surgeon's Midnight Debugging Session

Why AI Agents Can't Fix Video Sync Issues (Yet) — A Surgeon's Midnight Debugging Session

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6 min read
I Built 2 AI Agents to Run My Open Source Project While I'm in Surgery

I Built 2 AI Agents to Run My Open Source Project While I'm in Surgery

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4 min read
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