Presentations & Media
Deep dives into epistemic AI architecture
Slide decks, infographics, and research papers that explain how Empirica enables AI systems to track their own knowledge state, maintain context across sessions, and operate with measurable epistemic integrity.
Slide Decks
One presentation per topic area. Download the PDF or view inline.
Why Empirica
PDF10 slides
The problem of AI overconfidence, the missing architectural layer, and why measurable epistemic state matters.
How It Works
PDF12 slides
CASCADE workflow, noetic-praxic framework, 13 epistemic vectors, 4-layer storage, and epistemic transactions.
Integrations
PDF10 slides
Claude Code hooks, CLI commands, MCP tools, Python API, database schema, and platform compatibility.
Architecture
PDF12 slides
Git-native design, 4-layer storage, Sentinel gating, dual-track calibration, autonomy calibration, and the Turtle Principle.
Advanced
PDF12 slides
Multi-agent coordination, calibration science, cognitive immune system, epistemic training data, and research applications.
Infographics
Visual deep dives into key Empirica concepts. Click to view full size.
Training Course
Video and audio walkthroughs covering how to use Empirica, the CASCADE workflow, and how everything fits together. You guide the AI with natural language — the AI handles the CLI, measurement, and artifact logging.
Video Overviews
Visual introductions for evaluating Empirica. Watch before you install.
Why Empirica
The problem every developer knows: AI tools that act before understanding, lose context mid-session, and repeat mistakes.
Empirica in Action
What a real session looks like: natural language driving the CASCADE workflow, the Sentinel gating action, and artifacts compounding.
Under the Hood
The architecture that makes it work: hooks, Sentinel, dual-track calibration, and 4-layer storage.
Audio Companion Guides
Deep-dive podcast episodes to listen to while working with Empirica. Two AI hosts walk through each topic.
Getting Started
Install Empirica with pip install empirica
and empirica setup-claude-code.
Follow along as the hosts walk through your first session.
The CASCADE Workflow
How transactions work: investigation before action, with CHECK as the gate. The hosts walk through a complete two-transaction example step by step.
How It All Fits Together
The architecture deep dive: hooks, Sentinel, calibration, storage, and context recovery. The hosts explain why everything in Modules 1 and 2 works.
Research
Research Paper v2.0.0
Zenodo54-page paper covering the epistemic framework, CASCADE workflow, dual-track calibration, and grounded verification. Includes 1,200,000+ observation dataset (CC-BY-4.0).
DOI: 10.5281/zenodo.18838643
Epistemic Security Kill Chain
PDFSSH-IT attack taxonomy, VSIF defense scoring, and the epistemic kill chain for AI security — from manipulation to full compromise.
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