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This puts the human even more out of the loop I'll guess?

That's kinda the goal. Imagine all the automation in the world being able to embed intelligence directly inside it - factories could route based on more complicated questions, hardware could anticipate your needs. Customer support could be done without humans 90% of the time.

Benchmarks saturate faster than they can be constructed by humans. Isn't that a sign of an impending singularity?


I just turned my PTZ security camera into a VAR booth for my kid. Lawn (soccer) / Driveway (Floorball) / End. Live view, step back 10s, slowmo, frame step, scrubbing.

GLM 5.3 helped to root my camera so I could get proper endpoints for PTZ and stream. Claude built the api and frontend, hosted on Home Assistant.


I'm building https://fridayfika.com/

One week in.


This is cool, what's the stack?


For someone interested in this topic and happens to pass by, I can highly recommend a visit to Grimeton Radio Station[1], Sweden, which is still operational.

[1] https://en.wikipedia.org/wiki/Grimeton_Radio_Station


Coding agent that seems to beat Claude Code on SWE-bench at half the cost.

8/15 on SWE-bench Verified vs Claude Code's 5/15, ~$0.06/instance vs ~$0.12. Small sample, single repo, lots of caveats. But the direction feels right. Event-sourced reducer, no framework deps beyond the Anthropic SDK.


One could try:

> export CLAUDE_AUTOCOMPACT_PCT_OVERRIDE=50

Which will have Claude Code auto compact at ~500k window size.


One could argue that subscription based inference might differ from per-token billed API usage.


Not really.

> Z-mode means the front and rear wings are closed which generates more downforce for the corners. In X-mode, the drivers can open the flaps which will reduce drag and increase speed.


Driver-controlled aero has the potential to be way more interesting than the strictly-limited current DRS implementation.

The most interesting DRS era was in 2011-2012 when drivers could operate it (almost) anywhere they wanted in practice and qualifying. There was an element of risk in how early you could open it exiting a corner, and we saw real mistakes from drivers pushing that limit.

More driver controls leads to more opportunities for talented drivers to make a difference, which leads to a better sports product.


The problem with DRS is the zones and only being able to use it when close behind another car. My understanding is the X-Mode can be used pretty much anywhere and anytime.


Sure, but it's no longer about a gap to the car in front.


Clearly, it just leaked the election results from the wrong branch of the wavefunction.


A real Trump fan-boy wouldn't trust what the mainstream media says. It's not because the media says that Trump won the election that it is true.


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