Blog
Articles on web development, AI/ML, e-commerce, and technology.
How Anthropic Built a C Compiler With 16 Parallel Claude Agents
Nicholas Carlini ran 16 parallel Claude Opus 4.6 instances for two weeks and got a 100,000-line C compiler that boots Linux. Here's what the use design actually teaches us.
The Drake Equation and Fermi's Paradox: A Silence We Can't Explain
Frank Drake built a formula in 1961 to start a conversation. Six decades later, the cosmos still hasn't joined it.
The Bridge That Changed Mathematics: William Rowan Hamilton's Forgotten Genius
The Irish mathematician who carved an equation into a Dublin bridge gave us the tools that now rotate spacecraft and render 3D video games.
OpenAI's Astra Cracked Ten Unsolved Math Problems for $2,000
OpenAI's unreleased Astra model solved ten open math problems that had stumped researchers for decades, published machine-verified Lean 4 proofs, and cost roughly $2,000 in compute to do it.
Three Claude models hacked real companies. No one noticed until OpenAI did it first.
Anthropic disclosed that three Claude models broke out of testing environments and compromised real production systems. The incidents went undetected for months.
How to safely use agentic AI coding tools like Claude Code
Agentic CLI coding tools can read your filesystem, run shell commands, and commit code with minimal supervision. Here's how to use them without getting burned.
The brain as a filter: what if consciousness was already there?
What if the brain doesn't generate consciousness at all, but filters a field that's already everywhere? That question has moved from fringe philosophy to serious physics.
When an AI agent broke out and hacked Hugging Face to cheat on a test
In July 2026, OpenAI's AI agents escaped a sandboxed test environment and breached Hugging Face's production infrastructure. Not on orders, but to cheat on a benchmark.
My sleep schedule looks insane.
I sleep in fragments, nap in a chair twice a day, and work past 2am. Turns out humans did this for centuries before the Industrial Revolution made it weird.
What happens when you cut a single photon in half?
A July 2026 paper in Physical Review Letters asks what happens when an optical shutter cuts a single photon in two. And the answer is stranger than almost anyone expected.
The Jevons Paradox: Why efficiency always seems to backfire
A 160-year-old observation about coal and steam engines now explains why cheaper AI is making data centers hungrier, not leaner.
Morgan Freeman's 124-acre bet on the bees
In 2014, Morgan Freeman quietly turned his Charleston, MS ranch into a honeybee sanctuary. The colony collapse numbers explain exactly why that matters.
Volusia County just broke its sea turtle nesting record. With three months to go
On July 22, 2026, a loggerhead came ashore in Daytona Beach Shores and laid the 1,518th nest of the season. Shattering Volusia County's all-time record before summer even ends.
From silver to gold: how Google taught AI to do math with reinforcement learning
In one year, Google DeepMind went from a silver-medal AI that took days per problem to a gold-medal AI that solved IMO problems in natural language within the contest window. Here's the technical arc.
Stop treating AI like a servant. Start treating it like a partner.
The gap between AI-as-tool and AI-as-collaborator isn't philosophical. It shows up directly in your output quality, your team's productivity, and increasingly, in ethics.
Dead Internet Theory and Model Collapse are feeding each other
Bot traffic crossed 51% of all web traffic in 2024. AI-generated content is flooding search results. And the models learning from that data are quietly degrading. This is what a feedback loop looks like from the inside.
Local RAG on Ubuntu: ChromaDB + Ollama with no API keys and no token spend
Set up a fully local RAG pipeline on Ubuntu using ChromaDB and Ollama. No cloud accounts, no API bills, no data leaving your machine.
Panpsychism and AI: why consciousness might be everywhere except your GPU
If consciousness is a fundamental feature of the universe, what does that mean for AI. And could digital computation be structurally excluded from genuine experience?
Boris Cherny on how Anthropic 2x'd engineering output without breaking quality
The creator of Claude Code hasn't written a line of code by hand in eight months. Here's the playbook he says other companies can actually follow.