Library · Season 1
Building & deploying domain intelligence.
Tutorials and engineering labs, organized as libraries. Every video comes with its chapters, the written version, and the code, data or evaluation behind it — including what failed.
Latest · Lab · Fine-Tuning LabDeploy Your Own AI Model to the Cloud — Qwen + Modal + vLLMRun Qwen locally with Unsloth, then deploy it to an NVIDIA T4 on Modal with vLLM behind an authenticated API and call it from Python — with the cold-start wait, token usage, access checks and the ten-cent bill measured on screen.Watch with chapters →Libraries
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Start hereIntelligence from ZeroThe model is not the AI system.2 published · 9 plannedFine-Tuning LabFine-Tuning LabBaseline first. Held-out eval before adaptation.2 published · 10 plannedFor companiesAI Integration for CompaniesSystematize → Automate → Track → Scale with Agents.0 published · 5 plannedHarnessHarness & Production AIModels create capability. Harnesses create reliability. Evals create evidence.0 published · 12 plannedBuild JournalIntelligenceOS Build JournalWhat was attempted, what failed, what the evidence showed.0 published · 3 planned
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28 Oct 2026Language Is Not ProofIntelligence from ZeroSystems
31 Oct 2026QLoRA and 4-Bit Fine-TuningFine-Tuning LabLab
4 Nov 2026The Deterministic Boundary: Where AI Reasoning Must StopIntelligence from ZeroSystems
7 Nov 2026Choosing the Right Base ModelFine-Tuning LabLab