AI
24 articles
2026
Questions without Answers
I recently became a parent, which has made me look backward as much as forward. I have been thinking about my own childhood, and about the lessons, habits, and struggles that shaped the person I became. I’m sure most parents do this. We…
Your Loop is your Leverage
The debate about AI and software engineering is focused on the wrong thing. One side says AI will make engineers far more productive. The other says it will fill codebases with AI slop. Both sides are right. AI is not good or bad by…
The AI Engineer Hiring Guide: Why Most Candidates Are Lying
A motley gang of venture capitalists, LinkedIn influencers, and recently-laid-off product managers have hijacked your company’s hiring pipeline and are threatening to sink it in 30 days with "AI strategy" unless their demands are met. The…
2025
A Journey into the Machine: The Evolution of Simulating Human Behavior
The Age-Old Quest for a "What-If Machine" Whether you are a business leader, a policymaker, or a team manager, you face a fundamental challenge: making decisions with incomplete information about how people will react. We launch new…
Why DeepSeek OCR Is Getting So Much Attention
Over the weekend, I was scrolling through Twitter to see what was happening in the AI community. Once again, DeepSeek was at the center of attention. But this time, it wasn’t just another OCR (optical character recognition) model. DeepSeek…
Demystifying MCP: How the LLM, Client, and Server Actually Work Together (It’s so simple)
Reading the MCP (Model Context Protocol) specification can be intimidating. People see “Protocol” and “Specification” and think you have to be a compiler developer or networking expert to understand it. You have to implement some complex…
Decision Velocity: The Insight That’s Reshaped How I Build and Lead
I’ve always been fascinated by how some teams seem to bend time—turning what should take years into mere months or even days—while others, including some I’ve been part of, grind to a halt under the weight of endless meetings and…
Introducing the “GO FAST 🔥 STACK”: The Best AI-First Tech Stack in 2025
Lately, I’ve been thinking a lot about how weird it feels to ship software the same way we did five years ago—especially when the tools we use today can practically read our minds. AI is here. Not in the “sci-fi overlords” sense. In the…
LLMs are the weather models for humanity
We stand at a peculiar moment in history. The rapid advancement of artificial intelligence has left us simultaneously exhilarated and anxious, caught between dreams of utopia and nightmares of obsolescence. But while much of the discourse…
The Next Amazon Will Build on AI, Not Be AI
Every major tech shift follows a pattern: the initial excitement centers on the foundational infrastructure, but the enduring giants are those who apply that technology to solve real problems. Infrastructure vs. Applications: The Internet…
2024
2024 Reflection: What I Learned About Myself While Building AI Systems
Building AI systems that simulate human behavior is a technical challenge and an exploration of what drives us as people. As the head of engineering at Vurvey, my work centers on creating human behavior models that help us predict and…
A Month with Cursor and Claude-Dev: My Thoughts
I’ve been using two new tools recently—Cursor and Claude-Dev—both of which have been getting a fair bit of attention in the developer community. They’re each built to make coding faster and more intuitive through AI-powered assistance, but…
Top 20 Machine Learning Metrics: A Practical Countdown to the Best Metric for Your Models
Let’s face it—choosing the right metric to evaluate your machine learning model can be just as tricky as building the model itself. We’ve all been there, running a model that claims 99% accuracy, only to realize it completely misses the…
The Ultimate Guide: RNNs vs. Transformers vs. Diffusion Models
(More of My Ultimate Guides) In the ever-evolving landscape of machine learning, the quest for the most efficient and powerful models is a continuous journey. As we delve into the intricate world of algorithms, we often find ourselves at a…
2023
How to Measure the Unmeasurable: Explorations into Quantum Computing Readouts
I haven’t written much lately about Quantum Computing, not because it’s less interesting, just because I’ve been so preoccupied with all of the breakthroughs in the Artificial Intelligence research, that frankly its consumed all of my time…
Super Powers with Puppeteer
Today you are going to aquire a new super power… the power to control your browser with your thoughts! Okay, well not exactly with your thoughts, but with these scripts that I will show you how to use with Puppetteer (the most popular and…
Vector Databases: What are they, and why have they gotten so much interest lately?
If you’re like me, you’ve started to see the term “Vector Database” start popping up all over your technology news feeds. However, is this actually something that is useful to understand, or is this just another hyped up technology trying…
The Top 100 “AI” Terms Every Developer Needs to Know
If you’re like me, you probably have a hard time keeping up with all the new buzzwords and acronyms that are popping up in the world of technology. Machine learning, artificial intelligence, deep learning, neural networks, natural language…
2017
Why AlphaGo is a bigger game changer for Artificial Intelligence than many realize
What’s all this fuss about the AI AlphaGo’s recent victory against the masters? While it’s seemed like AI had hit a dead-end as much as a decade ago, if you’re like many of us sci-fi enthusiasts and have always wanted an AI best friend,…
The Simply Deep, Yet Convoluted World of Supervised vs Unsupervised Learning
Artificial intelligence (AI) is a lot like life’s relationships. Sometimes what you put into it is pretty straightforward, leading to the output or outcome that you wanted. Other times, let’s just say, the process gets a bit more…
Understanding Recurrent Neural Networks: The Preferred Neural Network for Time-Series Data
Artificial intelligence has been in the background for decades, kicking up dust in the distance, but never quite arriving. Well that era is over. In 2017, AI has broken through the dust cloud and arrived in a big way. But why? What’s the…
How do Computers See?
(This is part 3 in a series of posts on artificial intelligence and deep learning/neural networks. You can check out part 1 and part 2 if you haven’t yet read them and are new to AI) There was a time when artificial intelligence was only…
From Fiction to Reality: A Beginner’s Guide to Artificial Neural Networks
Interest in artificial intelligence is reaching new heights. 2016 was a record year for AI startups and funding, and 2017 will certainly surpass it, if it hasn’t already. According to IDC, spending on cognitive systems and AI will rise…
The AI Winter is Over. Here’s Why.
Unless you’re living under a rock, you’ve probably noticed Artificial Intelligence (AI) is popping up more and more in technology talks and business strategies. I’ve even noticed among my friends an increased interest in “cognifying” their…