Blog & Articles

Thoughts on AI, retail technology, enterprise trends, and STEM education.

AI Is Becoming Retail’s Operating SystemTech Observations
May 19, 20261 min read

AI Is Becoming Retail’s Operating System

SAP Sapphire and Amazon’s Alexa pivot signal that AI is no longer a capability layer — it’s the operating layer.

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The 9% Bug Tax: What AI-Generated Code Is Actually Costing Your Engineering TeamTech Observations
May 16, 20261 min read

The 9% Bug Tax: What AI-Generated Code Is Actually Costing Your Engineering Team

Speed is up, quality is down—and most engineering leaders are only now measuring the real tradeoff.

Substack
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OpenAI Is Becoming a Systems Integrator—and It Should Worry Accenture, Deloitte, and AWSTech Observations
May 16, 20261 min read

OpenAI Is Becoming a Systems Integrator—and It Should Worry Accenture, Deloitte, and AWS

OpenAI’s Deployment Company is not just a new SKU. It’s a bid for the enterprise transformation market the Big Four thought they owned.

Substack
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The Forward-Deployed Era: Why Anthropic and OpenAI Are Building Like Professional Services FirmsTech Observations
May 6, 20261 min read

The Forward-Deployed Era: Why Anthropic and OpenAI Are Building Like Professional Services Firms

Two $1B+ joint ventures in one day signals that foundation model companies are done waiting for enterprise adoption to happen organically.

Substack
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Salesforce Headless Signals the End of UI-First Enterprise SoftwareTech Observations
May 3, 20261 min read

Salesforce Headless Signals the End of UI-First Enterprise Software

Headless 360 is more than a feature launch — it’s a preview of how enterprise systems will work when agents, not humans, become the primary operators.

Substack
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Claude Code Is Now the #1 AI Coding Tool — 8 Months In. Here's What the Data Really Shows.Tech Observations
May 3, 20261 min read

Claude Code Is Now the #1 AI Coding Tool — 8 Months In. Here's What the Data Really Shows.

95% of engineers use AI weekly. PR sizes grew 150%. Bug counts rose 9%. The 2026 AI Tooling Report has both good news and a warning for engineering...

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Big Tech's $700 Billion AI Bet: The Infrastructure Arms Race With No Finish LineTech Observations
May 3, 20261 min read

Big Tech's $700 Billion AI Bet: The Infrastructure Arms Race With No Finish Line

Four tech giants are on pace to spend $700B on AI infrastructure in 2026 — nearly double last year — and Wall Street is starting to ask whether dem...

Substack
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$1.1 Billion to Build AI That Learns Without Human Data: The Bet Behind Ineffable IntelligenceTech Observations
May 3, 20261 min read

$1.1 Billion to Build AI That Learns Without Human Data: The Bet Behind Ineffable Intelligence

David Silver, the creator of AlphaGo, just raised Europe's largest-ever seed round. His thesis: the human data dependency is the real ceiling on AI...

Substack
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100x More Energy-Efficient AI: The Tufts Neuro-Symbolic Breakthrough That Changes the EquationTech Observations
May 3, 20261 min read

100x More Energy-Efficient AI: The Tufts Neuro-Symbolic Breakthrough That Changes the Equation

Tufts researchers built a visual learning agent that uses 1% of conventional training energy with a 95% success rate. The hybrid AI approach may be...

Substack
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The Multi-Agent Era Is Here: What Anthropic's 2026 Agentic Coding Report Means for Engineering LeadersTech Observations
Apr 15, 20261 min read

The Multi-Agent Era Is Here: What Anthropic's 2026 Agentic Coding Report Means for Engineering Leaders

AI now covers 60% of developer work. Task horizons have stretched from minutes to days. And 27% of AI-assisted work is net new. Here's what enginee...

Substack
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Stanford's AI Index 2026: The US Leads China by 2.7% — and AI Is Now Fundamentally MainstreamTech Observations
Apr 15, 20261 min read

Stanford's AI Index 2026: The US Leads China by 2.7% — and AI Is Now Fundamentally Mainstream

Frontier models hit human-level performance on coding and science benchmarks, 88% of organizations have adopted AI — and model transparency is quie...

Substack
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75% of AI's Economic Gains Go to 20% of Companies — PwC's New Study Shows Who's Actually WinningTech Observations
Apr 15, 20261 min read

75% of AI's Economic Gains Go to 20% of Companies — PwC's New Study Shows Who's Actually Winning

The AI value gap isn't about access to tools — it's about strategic intent. New PwC data reveals who is pulling ahead and why.

Substack
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The First AI Hiring Discrimination Class Action Is Certified. Your HR Team Is Next.Tech Observations
Apr 14, 20261 min read

The First AI Hiring Discrimination Class Action Is Certified. Your HR Team Is Next.

Agentic AI has moved into the HR operating layer — and on April 14, 2026, the legal stakes arrived with it.

Substack
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Rhoda AI Raises $450M to Put Robots in the Real World — Not Just the LabTech Observations
Apr 14, 20261 min read

Rhoda AI Raises $450M to Put Robots in the Real World — Not Just the Lab

After 18 months in stealth, Rhoda AI's FutureVision platform signals that industrial robotics is entering a new phase — one with major implications...

Substack
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OpenAI's $122 Billion Round and What It Means for Every Enterprise AI BudgetTech Observations
Apr 14, 20261 min read

OpenAI's $122 Billion Round and What It Means for Every Enterprise AI Budget

Q1 2026 saw $300 billion flow into AI startups — 80% of all global venture capital. The implications for enterprise technology strategy are profound.

Substack
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Microsoft Open-Sources GigaTIME: The AI That Reads Tumors From a $15 SlideTech Observations
Apr 14, 20261 min read

Microsoft Open-Sources GigaTIME: The AI That Reads Tumors From a $15 Slide

A new open-source model trained on 40 million cancer cells could democratize cancer diagnostics for hospitals worldwide — and it's available right ...

Substack
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95% of Developers Use AI Coding Tools. Only 29% Trust Them.Tech Observations
Apr 14, 20261 min read

95% of Developers Use AI Coding Tools. Only 29% Trust Them.

The 2026 Agentic Coding Trends Report reveals a paradox at the heart of AI-powered software engineering — and what enterprise leaders need to do ab...

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The 2026 Agentic Coding Report Is Out — And Every Engineering Leader Needs to Read ItTech Observations
Apr 11, 20261 min read

The 2026 Agentic Coding Report Is Out — And Every Engineering Leader Needs to Read It

Claude Code hit #1 in 8 months. Session lengths jumped from 4 to 23 minutes. Engineers are no longer writing code — they're orchestrating it. Anthr...

Substack
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Google's TurboQuant Just Cut LLM Memory Costs by 6x — With Zero Accuracy LossTech Observations
Apr 11, 20261 min read

Google's TurboQuant Just Cut LLM Memory Costs by 6x — With Zero Accuracy Loss

The algorithm reshaping enterprise AI infrastructure economics is training-free, model-agnostic, and works on any transformer. Your current GPU har...

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$300 Billion Into AI in One Quarter: What the Q1 2026 Funding Numbers Actually MeanTech Observations
Apr 11, 20261 min read

$300 Billion Into AI in One Quarter: What the Q1 2026 Funding Numbers Actually Mean

Four of the five largest VC rounds in history closed in 90 days. This isn't a funding cycle — it's a structural bet on AI infrastructure that will ...

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The Quant Investor's Log (Technical Edition): A Deep Dive into Rebuilding a DCF Valuation EngineAI
Feb 23, 202610 min read

The Quant Investor's Log (Technical Edition): A Deep Dive into Rebuilding a DCF Valuation Engine

For those of us who live at the intersection of code and capital, building our own financial models is the ultimate intellectual challenge. This series is the technical deep-dive into my journey of transforming a simplistic Python-based DCF and Magic Formula tool into a nuanced, risk-aware valuation engine.

DCFWACCMonte-Carlo-Simulation
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The Quant Investor's Log: Building a Smarter Stock Valuation ModelAI
Feb 23, 202612 min read

The Quant Investor's Log: Building a Smarter Stock Valuation Model

Welcome to my new series, "The Quant Investor's Log." As a Retail AI Leader, I'm passionate about two things: coding and investing. This series will document my journey of building, refining, and using my own proprietary quantitative models to navigate the complexities of the stock market.

AIPythonStock
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Fixing OpenClaw Docker's "Pairing Required" Dead End on UbuntuAI
Feb 23, 20263 min read

Fixing OpenClaw Docker's "Pairing Required" Dead End on Ubuntu

I recently set up [OpenClaw](https://openclaw.com/) using Docker and followed [Simon Willison's excellent TIL post](https://til.simonwillison.net/llms/openclaw-docker) as my starting point. It's a fantastic first guide and I highly recommend it for getting the containers up and running. Everything went smoothly until I hit this in the browser:

openclawaiagenticai
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