I don't use tla+ to model real-world systems anymore, Claude is able to model systems in Lean 4 and the binary executable can handle real input or I can directly generate c / rust on proofs with numeric types that have ring structure (integers, rationals, bits).
Ah! So it's the total light output of the light not the specific color. So it means I can use regular colours but dimmer. That would make late night color editing better.
I for one welcome everyone to the tarpit where a normal person is seen as a robot in an endless poison pit and sounds like a Black Mirror television episode.
At the Ise Jingu, the shrine is not built to last; it is built to be reconstructed from scratch every twenty years.
If we want our systems to last, we would need the "process knowledge"—the actual mastery of the craft—to be in human hands rather than decaying in a dead system.
I don't think we can afford to process-knowledge-transfer many of our essential systems... without machine assistance.
Most of the platforms were successfully petitioned to have rust sdk mandatory added so that rust code can be added to the platforms. The previously situation was rust was not allowed because the external dependency of the rust sdk was blocked.
Note that the rust having no stable api is not fixed, so I think there's a bunch of internal systems on each platform to hard lock the rust dependencies across multiple rust users.
There's some friction between platform packagers and the code that the author wrote exactly as it was written.
My approach for a game sandbox https://github.com/libriscv/godot-sandbox for user generated content was to experiment with standardizing on a riscv 64 bit linux ISA.
https://bellard.org/jslinux/ bellard is notable for this approach where you write a riscv execution layer and then write a windows / linux / dos etc emulator on top.
I thought the latest advance in computing (spring 2025 - last year) is self-play / reinforcement learning. Like we've ran out of training data a few years ago.
Reinforcement learning having the large language model devise puzzles that they solve via llm-as-judge.
The definition of llm-as-judge is your llm generate 8-12 trajectories and a different llm judges the result. I'd use an oracle like windows or linux operating system execution for the problem of ISA-assembly creation.
The winning entries are used to train the large language model.
https://platform.claude.com/docs/en/about-claude/pricing
Model Base Input Tokens 5m Cache Writes 1h Cache Writes Cache Hits & Refreshes Output Tokens
Claude Fable 5 $10 / MTok $12.50 / MTok $20 / MTok $1 / MTok $50 / MTok
Claude Opus 4.8 $5 / MTok $6.25 / MTok $10 / MTok $0.50 / MTok $25 / MTok
Note Fable costs $50 MTok and Opus 4.8 costs $25 / MTok.