BRIAN MINGUS

Collected Research

25 works on learning, computation, intelligence, software security, and cryptography.

Read the complete portfolio 283 pages →

FROM THE ARCHIVE · JUNE 6, 2017

A Self-Optimizing Information and Software-Brokering Platform as a Service

A marketplace for funding, composing and deploying machine-learning ensembles, with a feedback loop that uses its own activity to improve recommendations and guide further development.

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U.S. provisional application 62/515,837, filed June 6, 2017. Inventor: Brian Mingus. Applicant: Latently. Includes a new AI-generated collection cover and the complete 16-page historical application. This is a provisional filing, not a granted patent.

The collection

  1. Added October 24, 2026OpenSSH-Lean: Source-Linked Formal Analysis and Reproducible Crash Discovery10 pages · Formal methods / systems research
  2. Added October 17, 2026Three Coneheads Are All You Need: From Visual Allusion to an Executable Transformer5 pages · Debate Sparks research draft
  3. October 17, 2026The Missing Recipe Behind Bitcoin's Starting Point13 pages · research white paper · source and evidence
  4. Added October 16, 2026A Pending Reply, a Moving Array: The OpenSSH ControlMaster Use-After-Free (CVE-2026-73282)8 pages
  5. October 8, 2026Compact Decision Programs over Frozen Neural Features for Lesion Segmentation4 pages
  6. October 4, 2026Compiling Boosted Trees into Compact, Exact Decision Programs5 pages
  7. October 2026Brute-Force Search and Reinforcement Learning in 12-AX13 pages
  8. July 11, 2026Orthogonal Lesion Avoidance: Game-Theoretic Defection as Extrinsic Regularization in Structurally Compromised MARL16 pages
  9. June 20, 2026Unified Single-Hypersphere Multi-Class Support Vector Machine: Synthesizing Hyperbolic Geometry, RKBS, and Hilbert Spaces12 pages
  10. May 14, 2026Liquid Criticality: Preventing the Autoregressive Collapse of Transformers in Continuous Chaotic Systems9 pages
  11. January 7, 2024Constant TAO With a Data Lake for Delayed Rebalancing5 pages
  12. June 2022Evaluating Off-The-Shelf ML Systems with Hyper-MNIST7 pages
  13. May 2022Trail Blazer 2: A Trained Linear SVM Obtained by Hill Climbing on Uniform Noise in Weight Space4 pages
  14. September 2017The Emergent Platform for Community CCN3 pages
  15. June 6, 2017A Self-Optimizing Information and Software-Brokering Platform as a Service17 pages · U.S. provisional patent application
  16. April 1, 2013Recurrent Processing during Object Recognition15 pages
  17. December 15, 2012An Investigation of Motor Chunking46 pages
  18. June 18, 2012The Role of Competitive Inhibition and Top-Down Feedback in Binding during Object Recognition11 pages
  19. October 2011WikiCite: A Platform for Crowdsourcing and Discussing Citations in Context2 pages
  20. 2011Human-Artificial-Intelligence Hybrid Learning Systems7 pages
  21. July 19, 2011Generalization of Figure-Ground Segmentation from Binocular to Monocular Vision in an Embodied Biological Brain Model12 pages
  22. September 2010Dopamine and Self-Directed Learning7 pages
  23. July 1, 2008The Emergent Neural Modeling System8 pages
  24. April 5, 2008Computational Principles of Infant Reaching Strategies in Developmental Robotics35 pages
  25. 2007Exploring the Feasibility of Automatically Rating Online Article Quality6 pages