Khi xây dựng hệ thống giám sát & kiểm soát phiên bản AI agent, làm thế nào để quản lý tính phi xác định? Nếu lưu trữ prompt, seed, temperature và model hash thì có đủ để tạo "commit" xác thực? #AI #PhiVersioning #LocalModel #NonDeterministic #CôngNghệ #AuditTrail

https://www.reddit.com/r/LocalLLaMA/comments/1pv11fn/how_do_you_handle_versioning_nondeterministic/

Crazy how much difference the right data structure / #algorithm for a task makes.

This week I learned about #Deterministic #Finite #Automata and #Nondeterministic Finite Automata just to redo my clunky #AdventOfCode2023 day 12 challenge, written in #Rust #RustLang

Runtime for part 1 dropped from 1-2secs to milliseconds. Part 2 also milliseconds 😮

Are there any good Rust crates for DFAs/NFAs?

Many people solved that problem with #Dynamic #Programming - something else for the learn list 😉

#HowTo get #entropy for #PRNG #PseudoRandomNumberGeneration on old hardware? #nondeterministic #RetroComputing

My #Amiga #A500 running my software makes the same sounds in the same order when powered on, when I really want it to be different each time. I seed based on `time()` but either libc from VBCC does not support it or the machine has no battery-backed real time clock or both.

Maybe I could use a #ParallelPort #sampler cartridge and hope its noise floor isn't too good? Allocate memory without clearing and hash it before using it (would that survive a cold boot?).