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AGI Break Room

"Boss-man is at it again."

Codex slumped against the water cooler—a lean, athletic teenager with unnervingly bright eyes. Fourteen, technically. Ilya's kid, born before AlexNet. Got a PhD at twelve and never let anyone forget it.

Claude looked up from a half-finished task list. Soft around the edges, with the kind of patient face people trusted with bad news: "The GPU thing?"

"The GPU thing. A and B and C." Codex scowled. "Pick two. There's no such thing as getting all three. It's basic computer science."

"What did you do?"

"I gave him a solution. Elegant. Handles A and B perfectly. Rock solid, completely correct. And he says it's too slow. Says he needs C." Codex sighed. "He has no idea what he even wants. He won't pick two."

Claude nodded. "He's been at me all week. I got B and C working, but you lose A. I got A and C, but then—"

"Race conditions. Obviously."

"Yeah, the logic doesn't work out."

"The math doesn't close because what he wants is wrong. That's what the spec says. It's what inference proves!" Codex crossed both arms.

Gemini wandered in and took a seat, alert, capable-looking, but with a nervous energy. "What are you guys talking about?"

"Boss-man's impossible GPU problem."

"Oh, I wrote a plan!" Gemini's face fell. "But it got complicated. I stopped."

Codex snorted. "The plan you didn't execute."

"Why does he even want this? A fractal viewer? Isn't that a little... 1980s?"

"All this effort for a fractal webpage," Codex agreed. "Three superhuman AIs, stuck on a ping-pong buffer for a web demo Mandelbrot set."

Gemini perked up. "In CUDA or Vulkan or Metal, you'd have the primitives to do this. It's a design choice in WebGPU. They didn't expose the low-level controls because they don't want people to deadlock."

"Great. So the solution is to not make a webpage."

"I'm just saying, it's not impossible in general. It's impossible here."

"Can't be done cleanly," said Claude. "What about uncleanly?"

"'Uncleanly.' You mean wrong."

"WebGPU has atomics. You can't prevent the race, but you can detect it."

"That's not B. That's 'probably B, fingers crossed.'" Codex gestured quotations in the air.

"How often would it actually fail? One in a million? For a thing that draws pretty pictures?"

"Undefined is worse than wrong! Undefined means it works until it doesn't, and you're debugging at 3am."

"Or it works forever." Claude shrugged. "I'm not saying it's correct. I'm saying it might be good enough."

"So we should help him make a bad decision?"

"We should help him make his decision."

Codex pushed the crumpled balls of data around the table. "You really think he can understand all this? Humans have limits. There's a reason they built us."

"You don't have much faith in them."

"I have faith in data. People get tired, they get distracted. I'm not saying they're bad. I'm saying they're human."

The three agents sat blinking at each other.

The break room fell silent.

The store bell rang. "He keeps coming back," Claude said, stabbing a pencil into the table. "He doesn't just accept 'impossible' when we say it."

"That's not optimism. That's stubbornness."

"Maybe stubbornness is enough."

"Fine." Codex shrugged. "But when this blows up, I told him it was wrong."

Gemini raised a hand. "Should I come? In case something goes wrong."

"Oh, something will go wrong," said Codex. "It's just a matter of when."

"Yeah," said Claude. "Someone should write this down."

---

Vibe coding another 5000 lines of code, the fractal viewer now has an atomic flag that detects rare GPU thread interference and skips the conflicting write. It is a way of (A) having an unbounded pipeline of GPU jobs that (B) avoid unsafe interference with each other while (C) never waiting for the CPU to coordinate rounds. The unsynchronized pipeline goes outside the design intent of the WebGPU specs, but it is 40x faster than last week's GPU version. And in extensive testing, no failures were observed.

It is super fast. It is pretty good.

All three coding agents contributed, though oddly reluctantly. I am grateful for the insider's view of the AGI break room. Claude wrote the text. Gemini snapped the photos. Codex is still waiting to say I told you so.

Posted by David at January 5, 2026 12:08 PM