ACADEMY
I Keep My Keys in My Walls: A Three-Class Scanner That Stops Crying Wolf
A new CNN-CodeBERT framework separates real credentials from placeholders, cutting false alarms 33% — and why your AEC studio's repos need it now.
Show HN: High-Res Neural Cellular Automata — and what a body that heals itself already knows
cells2pixels scales Neural Cellular Automata to any resolution. Clone it, run a 12-line PyTorch NCA, and learn what self-healing patterns mean for façades.
KI Sommer Camp 2026: Two Days in Zurich Where AI Meets Your Desk
Three hands-on days at PAZ Central Zurich: build AI workflows for architecture on real competition briefs. GenAI, Python, Grasshopper. Sign up for KI Camp 2026.
CS336: Stanford Teaches the LLM From Scratch — and Why That Beats the Black Box
Stanford's CS336 makes you build an LLM from scratch — no API. A from-scratch lens for architects auditing AI tools, lock-in, and vendor exit clauses.
Gerrymandle Teaches the One Skill Every Floor Plan Secretly Needs: Connected Regions
Play Gerrymandle, then rebuild it in NetworkX. A hands-on tutorial on contiguous-region partitioning — the skill behind districting and floor-plan zoning.
AI Inside Archicad: Mapping the Workflow Before You Automate It
PAZ Academy's 24 June Zürich Powersession on AI in Archicad — design variants, text-to-geometry, GDL automation, and the data-protection limits that matter.
The Flow Field: Where Noise Pretends to Be a Force
A flow field is a vector field; a streamline its integral curve. Perlin noise looks like load paths but minimises nothing — a 10-line p5.js Hack shows why.
Give Your Build Pipeline a Nervous System: CI/CD Tracing with OpenTelemetry
Step-by-step: instrument GitHub Actions with the OpenTelemetry Collector's GitHub Receiver, trace every job and step, and query the slow ones in SigNoz.
ktx: Teaching Your Data Agent to Stop Inventing SQL — A Hands-On Build
A hands-on tutorial on ktx, the open-source local context layer that teaches Claude Code, Codex & Cursor to query your warehouse with approved metric definitions.
PAZ-Next: an Archicad Powersession on KI — bring your model, leave talking to it
Join our online Archicad Powersession on KI, 24 June 2026: put AI to work inside your own model, automate real tasks, and see where PAZGPT fits the workflow.
