Beyond the Context Window Audience Deck
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Slide 1 — Title
Slide 2 — The Context Window Paradox
Slide 3 — Context Graphs to the Rescue?
Slide 4 — Context Graph Hype and Skepticism
Slide 5 — Context Alone Is Not Enough
Slide 6 — Agents Need Orientation and Anchoring
Slide 7 — Today: Building Toward a World State
Slide 8 — We Don’t Just Read; We Associate
Slide 9 — AI Needs to Connect Complex Data
Slide 10 — Multimodal Graph / mmGraph
Slide 11 — Connecting Multimodal Data
Slide 12 — High-Fidelity Reasoning Within Visual Components
Slide 13 — Multimodal Use Cases
Slide 14 — Hypervectors Are Super Vectors
Slide 15 — From Path and Properties to an SPO Hypervector
Slide 16 — Visual Transition / Hypervector Composition
Slide 17 — Decision Traces
Slide 18 — Context Graph vs. Causal Analysis
Slide 19 — Use Case: OpenSanctions Data
Slide 20 — Three Graphs Working Together
Slide 21 — Scenario: Context and Causal Analysis Together
Slide 22 — Context Graph Workbench
Slide 23 — Exploring the Context Graph
Slide 24 — Decision Trace Detail
Slide 25 — Precedent Comparison
Slide 26 — Causal Proposal
Slide 27 — Visual Transition / Human-Agent Workflow
Slide 28 — Hybrid: Use the Best Tool for the Job
Slide 29 — Blend Vectors and Graphs at the Onset
Slide 30 — Triple Embeddings / SPO Bound Hypervectors
Slide 31 — HDC Traversal Compare
Slide 32 — Quantify Agreement of Exact and Associative Methods
Slide 33 — Manifold Analysis
Slide 34 — Manifolds Bridge Complexities
Slide 35 — Manifold Blending for Neurosymbolic Analysis
Slide 36 — Building a Cognitive World State
Slide 37 — World-State Architecture
Slide 38 — Visual Example: Cognitive Regions
Slide 39 — Meaning Emerges as Regions
Slide 40 — Visual Transition / Home as a Region
Slide 41 — Blend Perspectives for a Cognitive Space
Slide 42 — Anchoring AI in Neurosymbolic Architectures
Slide 43 — Closing / Thank You
Slide 44 — Other Graph Sessions / Community