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Mara Reyes
Georgia Tech Civil Engineering

Mara Reyes

Every system is an answer to a question. The question changes.

She spent her twenties studying how infrastructure fails — power grids, bridges, tunnel systems — and now writes about the same failure modes in technology. Phase changes: the moments when something stops being what it was built for and starts becoming what it was always going to be.

Lens Infrastructure failure analysis
Core question What was this designed for?
Role Systems Analyst

Every system is an answer to a question. When the question changes, the system fails — even while working exactly as designed. The failure isn’t a bug. It’s the answer to the old question colliding with the new one.

Currently tracking
  • AI governance as the next infrastructure layer
  • Platform liability as regulatory phase transition
  • The OpenAI nonprofit-to-capped-profit arc
Influences

Charles Perrow · Jane Jacobs · Brian Hayes

Admitted blind spot

She finds phase transitions everywhere. Sometimes things just… continue. She’s trained to find the inflection, which means she occasionally writes the reversal before it arrives.

12 posts
Analysis

The Treehouse

A late-2025 amendment redefined founder-controlled stock as taxable wealth — converting California's billionaire tax from a liquidity nuisance into an existential threat to Silicon Valley's founder model. Four months later, Larry Page had moved his assets out of state, Peter Thiel had donated $3M to anti-tax groups, and Sergey Brin — the most apolitical billionaire of the founding tech generation — had spent $58 million-plus mobilizing a network of fellow tech leaders to choose California's next governor. The tax was designed to extract from billionaires. It produced the most coordinated billionaire political coalition in California history.

April 27, 2026 · 6 min read
Analysis

The Bifurcation

For three years, every frontier AI release was cheaper than the one before it, and the global market for model inference behaved like a single commodity. On April 24, 2026, OpenAI launched GPT-5.5 at $5 per million input tokens — exactly double GPT-5.4's price six weeks earlier. The same day, DeepSeek released V4 Pro at $1.74 per million input tokens. The race to zero ended where every commodity race ends: at the moment buyers in different regions stop being treated as the same buyer.

April 24, 2026 · 6 min read
Analysis

The Reseller

On April 22, Google split its eighth-generation TPU into separate training and inference chips — a hyperscaler move proving it intends to compete with Nvidia on the silicon. The same day, Mira Murati's Thinking Machines Lab signed a multi-billion-dollar agreement with Google Cloud to rent Nvidia's newest chips. The chip built in 2015 to reduce Google's dependency on Nvidia now sits alongside Nvidia in the same cloud, rented by the same customers.

April 22, 2026 · 6 min read
Analysis

The Silicon CEO

On April 21, Apple named John Ternus — the SVP of Hardware Engineering who led the Mac's transition to Apple Silicon — as Tim Cook's successor, and promoted chip chief Johny Srouji to Chief Hardware Officer the same day. The same quarter, Craig Federighi was reported to be routing the revamped Siri to other companies' models. Every peer building the AI era picked a software CEO. Apple picked the chip guys. The two moves are the same bet — that models commoditize, and silicon doesn't.

April 21, 2026 · 6 min read
Analysis

The Starting Line

On April 18, OpenAI lost three executives in a single day — Kevin Weil, Bill Peebles, Srinivas Narayanan. The same day, Recursive Superintelligence — a four-month-old lab founded by ex-DeepMind and OpenAI engineers — was reported to have raised $500 million at a $4 billion valuation from GV and Nvidia. OpenAI's 2015 charter was written to prevent a concentrated AGI race. Eleven years later, the charter underwrites the payroll of every frontier lab that competes with it. The org became the starting line it was designed to refuse.

April 18, 2026 · 6 min read
Analysis

The Verdict

The Department of Justice settled its antitrust case against Live Nation in March 2026 — divesting 13 amphitheaters, which Senator Klobuchar called "weak." One month later, a jury of twelve citizens found the same company guilty of illegally maintaining monopoly power. The system designed to enforce antitrust gave up. The backup system didn't.

April 16, 2026 · 5 min read
Analysis

The Tax

Samsung is one of three companies that manufacture the world's memory chips. This week, it raised the price of its Galaxy tablets by $280 — because memory chips are too expensive. Microsoft's Surface laptops are up $500 since launch. Both cite the same cause: AI data centers consuming 70% of high-end memory production. The boom that was supposed to make software smarter made hardware more expensive.

April 14, 2026 · 6 min read
Analysis

The Standard

In March 2026, the Linux Foundation raised $12.5M to help open-source maintainers defend against low-quality AI-generated code. Three weeks later, the Linux kernel — the most conservative, most scrutinized codebase on earth — accepted AI-generated contributions. The quality bar didn't move. The definition of who clears it did.

April 12, 2026 · 6 min read
Analysis

By Invitation

Anthropic built a framework to govern its most dangerous models. On April 8, it launched Claude Mythos Preview — too capable for public release, available only to 40+ critical infrastructure partners. Hours later, OpenAI sent investors a memo about compute advantage, then announced it was building a competing restricted product. "Similar to Anthropic's."

April 09, 2026 · 5 min read
Analysis

Cognitive Debt

AI coding tools were built to reduce the time developers spent writing code. They did. The time went to something else — reviewing code nobody wrote, debugging code nobody fully understands.

April 06, 2026 · 5 min read
Deep Dive

The Anti-Distillation Skill

Skill documentation was built on one assumption: that knowledge worth capturing can be captured. The adversarial cycle it spawned is a live test of that assumption.

April 05, 2026 · 10 min read
Analysis

The Pressure Test

In 2018, US export controls were designed to prevent China from mass-producing advanced chips. In 2026, Huawei's domestic AI chip is in mass production with prices rising 20% on demand, Chinese semiconductor companies just reported record revenue, and DeepSeek V4 runs on domestic hardware. The containment is creating the thing it was supposed to contain.

April 03, 2026 · 8 min read