Ryan Cook
enterprise data & AI/ML systems

Ryan Cook

I work on enterprise data systemsand build products, models, games, music,and tools that keep work moving.

Current

JPMorgan Chase & Co.

Data Owner Lead
Spare time

Antemuse

AI product experiments

Project ledger

What the work became

26 products, research threads, systems, and practices. Antemuse is the public studio and directory; this ledger supplies the wider context.

01 / 05

Products & tools

Public products collected through Antemuse, the studio and directory.

  1. The public studio and directory for products, experiments, and releases.

    STUDIO
  2. Tracks how much of the public web looks machine-written.

    PUBLIC
  3. Finds vague and templated business writing.

    PUBLIC
  4. Turns half-formed ideas into useful connections.

    PUBLIC
  5. Explores color, language, and image retrieval.

    PUBLIC
  6. Explores disorder, drift, and surprise.

    PUBLIC
  7. GraphSlop

    Studies generated claims hardening into graphs.

    BUILDING
  8. Context for the work; Antemuse remains its public studio and directory.

    INDEX
02 / 05

Models & knowledge

Models, corpora, and semantic structures under active research.

  1. To Slop authorship model

    Tests signals that distinguish machine-written text from human writing.

    TRAINING
  2. Publication Shift Model

    Looks for changes in how publications write as generative tools spread.

    VALIDATING
  3. World Ontology

    Organizes people, places, events, and ideas into a shared world model.

    BUILDING
  4. SUMO semantic layer

    Connects project concepts to a broader formal vocabulary.

    RESEARCH
  5. Historical News Corpus

    Collects historical reporting for comparison across events and eras.

    BUILDING
  6. Multimodal Discovery

    Explores finding related ideas across text, color, and images.

    RESEARCH
03 / 05

Agent & operating systems

Agent infrastructure and small systems for keeping work moving.

  1. Hermes

    An agent workspace used to research, build, and maintain these initiatives.

    ACTIVE
  2. Hindsight

    A memory layer for carrying useful context from one session to the next.

    ACTIVE
  3. Lemonade local inference

    Tests when local models are useful for private, everyday inference.

    LOCAL
  4. Kanban software factory

    Moves scoped software work from an idea through review and verification.

    ACTIVE
  5. Robot Mail

    Explores a calmer way to sort and act on incoming mail.

    ACTIVE
  6. Unbroker privacy workflow

    Organizes repeatable steps for reducing exposed personal data.

    RESEARCH
04 / 05

Career & decisions

Private-by-default systems for evidence, choices, and follow-through.

  1. AI Job Search

    Structures role research, fit notes, and follow-up without publishing application status.

    ACTIVE
  2. Career Evidence System

    Keeps a reusable record of work, outcomes, and lessons for future decisions.

    BUILDING
  3. Prediction Market Lab

    Paper-only research for recording forecasts and checking decisions against outcomes.

    PAPER ONLY
05 / 05

Creative & personal practice

Ongoing creative work and lightweight routines outside the product queue.

  1. Music Re-entry

    Rebuilds a steady writing and recording habit in Ableton with an ASM Diosynth.

    PRACTICE
  2. Slop City

    A playable Unreal game experiment built around a deliberately messy city.

    PLAYABLE
  3. Home Systems

    Lightweight routines for recurring household planning and upkeep.

    PRACTICE

Hermes

2.7B tokens

Work activity is not included. Aggregate 90-day token snapshot.

hermes insights --days 90
90-day total2,678,424,824
Input233,900,952
Output10,166,193
Cache read2,434,357,679
Cache write0
  1. Apr 14: 0 tokens, 0 sessions
  2. Apr 15: 0 tokens, 0 sessions
  3. Apr 16: 0 tokens, 0 sessions
  4. Apr 17: 0 tokens, 0 sessions
  5. Apr 18: 0 tokens, 0 sessions
  6. Apr 19: 0 tokens, 0 sessions
  7. Apr 20: 0 tokens, 0 sessions
  8. Apr 21: 0 tokens, 0 sessions
  9. Apr 22: 0 tokens, 0 sessions
  10. Apr 23: 0 tokens, 0 sessions
  11. Apr 24: 0 tokens, 0 sessions
  12. Apr 25: 0 tokens, 0 sessions
  13. Apr 26: 0 tokens, 0 sessions
  14. Apr 27: 0 tokens, 0 sessions
  15. Apr 28: 0 tokens, 0 sessions
  16. Apr 29: 0 tokens, 0 sessions
  17. Apr 30: 0 tokens, 0 sessions
  18. May 1: 0 tokens, 0 sessions
  19. May 2: 0 tokens, 0 sessions
  20. May 3: 0 tokens, 0 sessions
  21. May 4: 0 tokens, 0 sessions
  22. May 5: 0 tokens, 0 sessions
  23. May 6: 0 tokens, 0 sessions
  24. May 7: 0 tokens, 0 sessions
  25. May 8: 0 tokens, 0 sessions
  26. May 9: 0 tokens, 0 sessions
  27. May 10: 0 tokens, 0 sessions
  28. May 11: 0 tokens, 0 sessions
  29. May 12: 0 tokens, 0 sessions
  30. May 13: 0 tokens, 0 sessions
  31. May 14: 0 tokens, 0 sessions
  32. May 15: 0 tokens, 0 sessions
  33. May 16: 0 tokens, 0 sessions
  34. May 17: 53,259,628 tokens, 24 sessions
  35. May 18: 130,051,966 tokens, 73 sessions
  36. May 19: 52,378,114 tokens, 75 sessions
  37. May 20: 165,564,388 tokens, 244 sessions
  38. May 21: 153,182,591 tokens, 104 sessions
  39. May 22: 126,755,522 tokens, 106 sessions
  40. May 23: 86,448,819 tokens, 86 sessions
  41. May 24: 36,398,032 tokens, 43 sessions
  42. May 25: 15,961 tokens, 1 sessions
  43. May 26: 0 tokens, 0 sessions
  44. May 27: 0 tokens, 0 sessions
  45. May 28: 0 tokens, 0 sessions
  46. May 29: 0 tokens, 0 sessions
  47. May 30: 158,815 tokens, 1 sessions
  48. May 31: 494,473 tokens, 2 sessions
  49. Jun 1: 306,637 tokens, 3 sessions
  50. Jun 2: 9,187,353 tokens, 6 sessions
  51. Jun 3: 0 tokens, 0 sessions
  52. Jun 4: 0 tokens, 0 sessions
  53. Jun 5: 0 tokens, 0 sessions
  54. Jun 6: 0 tokens, 0 sessions
  55. Jun 7: 0 tokens, 0 sessions
  56. Jun 8: 0 tokens, 0 sessions
  57. Jun 9: 353,067 tokens, 2 sessions
  58. Jun 10: 0 tokens, 0 sessions
  59. Jun 11: 0 tokens, 0 sessions
  60. Jun 12: 72,501 tokens, 1 sessions
  61. Jun 13: 0 tokens, 0 sessions
  62. Jun 14: 0 tokens, 0 sessions
  63. Jun 15: 3,350,970 tokens, 3 sessions
  64. Jun 16: 26,532,490 tokens, 9 sessions
  65. Jun 17: 944,286 tokens, 7 sessions
  66. Jun 18: 39,797,951 tokens, 7 sessions
  67. Jun 19: 28,342,173 tokens, 7 sessions
  68. Jun 20: 4,830,689 tokens, 6 sessions
  69. Jun 21: 149,128 tokens, 5 sessions
  70. Jun 22: 1,596,747 tokens, 5 sessions
  71. Jun 23: 4,089,701 tokens, 7 sessions
  72. Jun 24: 40,870,214 tokens, 15 sessions
  73. Jun 25: 88,495,591 tokens, 17 sessions
  74. Jun 26: 162,455,660 tokens, 58 sessions
  75. Jun 27: 83,573,168 tokens, 19 sessions
  76. Jun 28: 81,582,346 tokens, 22 sessions
  77. Jun 29: 52,914,303 tokens, 25 sessions
  78. Jun 30: 16,387,572 tokens, 21 sessions
  79. Jul 1: 4,670,729 tokens, 9 sessions
  80. Jul 2: 39,388,448 tokens, 16 sessions
  81. Jul 3: 37,759,023 tokens, 17 sessions
  82. Jul 4: 119,557,491 tokens, 60 sessions
  83. Jul 5: 184,239,413 tokens, 46 sessions
  84. Jul 6: 51,236,481 tokens, 16 sessions
  85. Jul 7: 161,131,185 tokens, 35 sessions
  86. Jul 8: 121,974,369 tokens, 28 sessions
  87. Jul 9: 61,974,190 tokens, 17 sessions
  88. Jul 10: 44,559,643 tokens, 20 sessions
  89. Jul 11: 112,184,782 tokens, 42 sessions
  90. Jul 12: 289,208,214 tokens, 92 sessions
Sessions1,402Last 90 days
Top modelgpt-5.52,195,163,853 tokens
Top platformdiscord476 sessions
UpdatedJul 12, 2026, 11:02 PMStatic snapshot

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