#Appendix

We develop a simple method for learning goal-directed behavior from pretraining on internet-scale video, and use it to train a model capable of achieving diverse and out-of-distribution goals in Minecraft.…

v0.3 (2026-05-11) supplies methodological-consistency cross-reference complementing v0.1-v0.2 operational evidence. New finding F7: same discipline (uniform abstraction + honest scope + structurally-enforced naming) propagates outside OctaTheoria's…

From Dev.to - machinelearning: Vertical Cognitive Depth: Why A11 Changes How Models Handle Contradictions

TL;DR I try to keep my eyes on the AI agents. I gave one too much rope once, and the...

From Dev.to - tutorial: I Built a Portable AI Dev Environment on a USB Drive (Works on Almost Any PC)

Procedural / infrastructural paper. Documents three intertwined operational achievements completed 2026-04-30 in Rei-AIOS: (1) Paper 33 (Braille x D-FUMT-8) retrofit publication via 11-platform pipeline including Harvard, executed via newly created Zenodo…

In this article we will talk about STM32 microcontrollers with a built-in Ethernet controller. That includes microcontrollers from F1, F2, F4, F7, H5, H7 series. We will cover both the hardware part, and the software part.

The Go standard library provides crypto/tls, a robust implementation of Transport Layer Security (TLS), the most important security protocol on the Internet, and the fundamental component of HTTPS.…

Part one of this three-part cryptominers’ anatomy series examines cryptocurrency fundamentals, including which mining topologies used by attackers and why.

Akamai researchers created a new technique for detecting process injection by analyzing network anomalies. Read on for a real-world example of this methodology.

In part 2 of this two-part series, Akamai researchers detail the sound-parsing vulnerability that could lead to remote code execution against Outlook clients.