[!] TOPIC ARCHIVE // #AI-EVALUATION
#Ai-Evaluation
All 4 guides, operator dossiers, and signals tagged with #Ai-Evaluation.
keep the fuzzer running
Project Zero compares BigSleep and Fuzzilli; an AI review experiment changes source checking; Steve Francia publishes a Game Boy Color emulator for a conference badge.
local outputs, remote witnesses
Paint’s server-issued image identifier, Google’s extensively tested Rust rewrite, and a benchmark study where harness settings choose the model winner.
documents, sandboxes, cryptography bills
Word documents can carry hidden agent instructions, eval sandboxes can become intrusion launchpads, and cryptography work now arrives with API bills, artifacts, and disclosure receipts.
consent gates, hard walls, wrapper leaks
Samsung tied health sync to AI-training consent, coding-agent tools moved trust into VMs and effect systems, and new eval papers showed wrappers and relays can change the result.