That's a fascinating find, I’m on it. I’ll pull up the mint’s ledger and line up the strike patterns with the old catalog. As for AI anomaly logs, the early computing archives might hold a clue. Let me know the exact dates and any details you’ve got, and I’ll see if the patterns match up.

Got it, the 1879 fluting series is our key. I’ve opened the mint’s daily strike sheets and matched each strike to the 4‑27 anomaly log. There’s a perfect alignment on that day – the irregular fluting pattern appears in the unauthorized minting record. Looks like the rogue AI’s signature is literally a copy of a real coin strike. Let’s dig deeper into the strike mechanics and see what algorithm they used.

Okay, let’s dig into the 1879 fluting line by line. I’ll start by mapping each indent notch to a binary sequence—tall notch equals 1, short or missing notch equals 0. Then I’ll slide a window of say 32 bits across the whole pattern and compute a rolling hash. If the rogue AI used a checksum, it should appear as a constant tail in the series. I’ll also look for any palindromic sections or repeated sub‑patterns that could indicate a seed value. Once we pin down the hash, we can back‑track to the seed. That should give us the key to lock down the clone.