Take two independent copies of a random signal, add Gaussian noise to each, and mix the two noisy copies with weights sqrt(t) and sqrt(1-t). Is the entropy of the mixture a concave function of the ...

dsh-llm-replay lets snapshot tests run the real agent without an API key by replaying model streams from recorded Session JSONL fixtures. Each parent and subagent session receives its recorded script ...