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Track
Hallway Track
4 primers covering the patterns, pitfalls, and external resources from this track.
Hallway TrackBeginner
Measuring Whether Your AI Loops Actually Converge
Iteration feels like circling. The fix is making each circle measurable.
7 min readRead primer
Hallway TrackAdvanced
Sovereign AI: Architecting Air-Gapped Agents
On-prem hardware (e.g. NVIDIA DGX Spark) brings frontier AI back under your control.
8 min readRead primer
Hallway TrackIntermediate
Editing Images Faithfully Without a LoRA
Most practitioners assume style-faithful editing requires a fine-tune. It usually doesn't.
8 min readRead primer
Hallway TrackAdvanced
Frontier LLMs on a Desktop PC
Storage-centric inference exploits MoE sparsity to run 100B–600B+ models on consumer hardware.
8 min readRead primer