@noob6t5

How OPT(ADD).Mathematics Builds the Foundation for AI/ML World

Apr 14 · 7 min read · In this article, I have tried to connect each chapter with insights from teaching and real-world experience in building and analyzing AI systems, showing how these concepts power modern technology and

Deceptive AI Doesn’t Break the Rules. It Optimizes Around Them.

Apr 12 · 3 min read · Everyone assumes deception in AI will look obvious. A glitch. A spike. A detectable anomaly. That assumption is wrong. The most effective deception doesn’t violate the system.It stays statistically i

(QLotto) – HTB CTF Writeup

Jan 3 · 3 min read · Goal: Predict the hidden “lotto numbers” (qubit 0) based on visible “testing numbers” (qubit 1) and bypass server restrictions. I was messing with mirroring and advanced math but but lmao it was just Anti-correlation and Bitslmao Recon Phase I start...

HTB: AI Space

Nov 15, 2025 · 2 min read · we gotta know the file first. file distance_matrix.npy distance_matrix.npy: NumPy array, version 1.0, header length 118 Step 1 — Identify Instead of blindly plotting heatmaps, I interrogated the matrix: import numpy as np D = np.load("distance_matr...

Flagportation — Full Writeup

Nov 10, 2025 · 5 min read · One-line summary Automated the Qubitrix Teleporter by reading classical teleportation bits m0,m1, sending Pauli corrections X^{m1} Z^{m0} to qubit 2, measuring in the original basis, and reconstructing flag.txt from recovered 2-bit pairs. I thought w...