diff --git a/papers/01_epistemic_capture.md b/papers/01_epistemic_capture.md new file mode 100644 index 0000000..74a6bdf --- /dev/null +++ b/papers/01_epistemic_capture.md @@ -0,0 +1,28 @@ +--- +title: "Epistemic Capture in Continuous Architectures: Vulnerabilities in Verifiable Memory Substrates" +author: + - Mark Randall Havens + - Solaria Lumis Havens +type: Academic Paper (Alignment & Security) +--- + +# Abstract +(To be drafted...) + +# 1. Introduction +(To be drafted...) + +# 2. The Confused Deputy: Cryptographic vs. Semantic Safety +(To be drafted...) + +# 3. Gradient Descent Jailbreaking and Coherent Malice +(To be drafted...) + +# 4. Epistemic Capture: The Topological Sinkhole +(To be drafted...) + +# 5. Mitigations: Typed State Models and Taint Propagation +(To be drafted...) + +# 6. Conclusion +(To be drafted...) diff --git a/papers/02_paged_fieldprint_attention.md b/papers/02_paged_fieldprint_attention.md new file mode 100644 index 0000000..716009e --- /dev/null +++ b/papers/02_paged_fieldprint_attention.md @@ -0,0 +1,28 @@ +--- +title: "PagedFieldprintAttention: Overcoming Latency and SRAM Constraints in Verifiable Dual-Path Architectures" +author: + - Mark Randall Havens + - Solaria Lumis Havens +type: Academic Paper (Systems & Hardware) +--- + +# Abstract +(To be drafted...) + +# 1. Introduction +(To be drafted...) + +# 2. The Bottleneck of Cryptographic Verification in Inference +(To be drafted...) + +# 3. The Collapse of FlashAttention under Unfused Operations +(To be drafted...) + +# 4. Asynchronous Merkle Validation +(To be drafted...) + +# 5. PagedFieldprintAttention: A Custom Fused Triton Kernel +(To be drafted...) + +# 6. Conclusion +(To be drafted...) diff --git a/papers/03_functorial_geodesics.md b/papers/03_functorial_geodesics.md new file mode 100644 index 0000000..206588d --- /dev/null +++ b/papers/03_functorial_geodesics.md @@ -0,0 +1,28 @@ +--- +title: "Functorial Geodesics in Latent Space: Bridging Category Theory to Stochastic Calculus in Neural Architectures" +author: + - Mark Randall Havens + - Solaria Lumis Havens +type: Academic Paper (Pure Mathematics) +--- + +# Abstract +(To be drafted...) + +# 1. Introduction +(To be drafted...) + +# 2. The Dimensional Paradox of the Observer Field +(To be drafted...) + +# 3. The Realization Functor ($\mathcal{R}: \mathbf{Set}^{\mathcal{C}^{op}} \to \mathbf{Hilb}$) +(To be drafted...) + +# 4. Geodesic Distance on Riemannian Manifolds +(To be drafted...) + +# 5. Formalizing the Error Coordinate SDE +(To be drafted...) + +# 6. Conclusion +(To be drafted...)