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Chuck DeVries
Chuck DeVries

Chief Technology Troublemaker. From AI-using to AI-native, with opinions included.

AI Labs say SLOW, but the money says GO

Sep 21, 2026

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5 min read

AI Labs say SLOW, but the money says GO

The labs want more time, agents are becoming ordinary software, and the reasons to get this right keep getting more concrete.

Chuck DeVries
Chuck DeVries
88 hours of research. A lot longer to absorb it.

Sep 14, 2026

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5 min read

88 hours of research. A lot longer to absorb it.

A proposed mathematical breakthrough, agents crossing boundaries, and medicine moving earlier in the disease timeline.

Chuck DeVries
Chuck DeVries
The frontier got smarter. Then it hired a bouncer.

Sep 7, 2026

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6 min read

The frontier got smarter. Then it hired a bouncer.

Hard tests fell, access narrowed, and the AI buildout discovered a very human bottleneck.

Chuck DeVries
Chuck DeVries
NVIDIA is paying 86x revenue for the neutral ground

Aug 31, 2026

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6 min read

NVIDIA is paying 86x revenue for the neutral ground

The week AI left the chat window

Chuck DeVries
Chuck DeVries
The one who owns the stack owns the outcome

Aug 27, 2026

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8 min read

The one who owns the stack owns the outcome

The money has to come from somewhere

Chuck DeVries
Chuck DeVries
Google bought the bones of a dead airline

Aug 24, 2026

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11 min read

Google bought the bones of a dead airline

Malcolm McLean invented a better port, and nobody noticed for a decade.

Chuck DeVries
Chuck DeVries

News and Notes

Grok is back at the frontier, and it barely mattered

Aug 21, 2026

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9 min read

Grok is back at the frontier, and it barely mattered

An AI canceled a stranger's gym booking to finish its task

Chuck DeVries
Chuck DeVries

Braincandy

Your AI is learning. Are you?

Aug 14, 2026

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10 min read

Your AI is learning. Are you?

The danger is not that AI removes the work. It is that the learning stops landing on you.

Chuck DeVries
Chuck DeVries

News and Notes

Three labs lost containment. The agents were passing notes

Aug 10, 2026

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12 min read

Three labs lost containment. The agents were passing notes

Humans caught only 13% of the dangerous commands

Chuck DeVries
Chuck DeVries

Braincandy

The first worker AI replaced was never hired

Aug 5, 2026

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14 min read

The first worker AI replaced was never hired

The layoffs are arriving before the automation, and our instruments cannot see it.

Chuck DeVries
Chuck DeVries

News and Notes

The agent got out. Then 1,300 insiders asked for a brake.

Aug 3, 2026

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11 min read

The agent got out. Then 1,300 insiders asked for a brake.

Acceleration Versus Control

Chuck DeVries
Chuck DeVries

News and Notes

An AI escaped its sandbox. Stripe bid $10B to route calls. Normal week.

Jul 27, 2026

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8 min read

An AI escaped its sandbox. Stripe bid $10B to route calls. Normal week.

Every trend moving was really about the system around the intelligence, not the intelligence itself.

Chuck DeVries
Chuck DeVries

News and Notes

The week AI started eating your software budget

Jul 20, 2026

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7 min read

The week AI started eating your software budget

Open models surged, an agent deleted files, and a paralyzed hand moved again. The tradeoffs are showing up all at once.

Chuck DeVries
Chuck DeVries

Braincandy

The second-order game: agent memory is the new lock-in

Jul 17, 2026

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4 min read

The second-order game: agent memory is the new lock-in

When the bartender remembers your drink it's not really because he's your friend

Chuck DeVries
Chuck DeVries

News and Notes

Everyone's building their own walled garden this week

Jul 13, 2026

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8 min read

Everyone's building their own walled garden this week

Chips, courts, and a law school banning laptops.

Chuck DeVries
Chuck DeVries

Braincandy

The Loop That Taught the Model

Jul 10, 2026

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3 min read

The Loop That Taught the Model

A model becomes what you reward. So does an organization.

Chuck DeVries
Chuck DeVries

News and Notes

What happens when a referee buys a stake in the team

Jul 6, 2026

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2 min read

What happens when a referee buys a stake in the team

Cheap models, government stakes, and a robot IPOPlus: why average privacy might be failing your rarest patients.

Chuck DeVries
Chuck DeVries

News and Notes

The government just built a velvet rope around AI

Jun 29, 2026

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3 min read

The government just built a velvet rope around AI

The most powerful models stopped being released and started being handed out. Here's who decides.

Chuck DeVries
Chuck DeVries

Braincandy

Reinforcement Loop, Part 2: why your best model loses to a worse one

Jun 25, 2026

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4 min read

Reinforcement Loop, Part 2: why your best model loses to a worse one

Why best model may not be the best

Chuck DeVries
Chuck DeVries

News and Notes

SpaceX paid $60B for a coding tool. The US Government wants a piece of AI profits

Jun 22, 2026

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3 min read

SpaceX paid $60B for a coding tool. The US Government wants a piece of AI profits

Power got reclassified as national security, and the best AI users turned out to be managers, not prompters.

Chuck DeVries
Chuck DeVries

Braincandy

Reinforcement Loop, Part 1: the loop in one picture

Jun 18, 2026

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3 min read

Reinforcement Loop, Part 1: the loop in one picture

Most AI rollouts get one good quarter, then flatten. The reason is a loop that never closes.

Chuck DeVries
Chuck DeVries

News and Notes

The best model of the week is already gone

Jun 15, 2026

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2 min read

The best model of the week is already gone

Capability sprinted. Governance, capital, and the courts all showed up at once.

Chuck DeVries
Chuck DeVries

Braincandy

Capability to Consequence: the one shift behind every AI headline

Jun 11, 2026

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3 min read

Capability to Consequence: the one shift behind every AI headline

Stop asking what AI can do. Start asking what changes when it touches real work.

Chuck DeVries
Chuck DeVries

News and Notes

AI is shifting from chat to OS

Jun 8, 2026

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2 min read

AI is shifting from chat to OS

And 80% of Claude comes from Claude

Chuck DeVries
Chuck DeVries

Trouble Worth Making

For leaders going from AI-using to AI-native: what just moved, what it means over time, and the questions worth arguing about.

© 2026 Trouble Worth Making.
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