Effet Flynn Inverse : Analyse des Causes, Solutions et Scénarios Prospectifs

Abstract EN
This document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 license. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes: EPC Art. 54(2) (European Patent Convention), French IPC/CPI Art. L 611-11 (French Intellectual Property Code), 35 U.S.C. §102(a) (United States Patent Act), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). This publication addresses the inverse Flynn effect through 65 enabling innovations across devices, assays, AI, closed-loop protocols, materials, therapies, manufacturing, imaging, delivery, data standards, UX, logistics, and governance. Every invention is described in an enabling manner, classified with IPC and CPC codes, and accompanied by timestamp proof (RFC 3161 / FreeTSA).

Résumé FR
Ce document, produit avec l’assistance de ChatGPT o3 et GPT-5 Thinking, est diffusé sous licence Apache 2.0. Il constitue une publication défensive volontaire (antériorité) et entre, dès sa diffusion publique, dans l’art antérieur au titre des régimes suivants : CBE art. 54(2), CPI art. L 611-11, 35 U.S.C. §102(a), Loi chinoise sur les brevets art. 22(5) (中华人民共和国专利法), et Loi japonaise sur les brevets art. 29(1) (特許法). Cette publication traite de l’effet Flynn inverse à travers 65 innovations habilitantes couvrant dispositifs, capteurs, tests, IA, protocoles en boucle fermée, matériaux, thérapies, procédés de fabrication, imagerie, systèmes de délivrance, normes de données, UX, logistique et gouvernance. Chaque invention est décrite de manière habilitante, classée IPC/CPC, et associée à une preuve d’horodatage (RFC 3161 / FreeTSA).

Timestamp: 2025-09-13T16:43:19Z
SHA-256: 55c629606ebc242c315596909e61875ab3b1653d366f1378dca5bda73e5f97b6

Liste des innovations & classification (IPC ; CPC)

1. Adaptive AI Tutor for Schools — IPC G09B 5/00 ; CPC G09B 5/02
2. Lightweight EEG Attention Coach — IPC A61B 5/04 ; CPC A61B 5/0408
3. Classroom CO2/PM Multi-sensor — IPC G01N 27/12 ; CPC F24F 11/52
4. PID-Driven HEPA Filtration — IPC F24F 8/80 ; CPC F24F 11/52
5. Salivary Cog-Biomarker Panel — IPC C12Q 1/70 ; CPC G16H 50/20
6. School Sleep Scheduling Trial — IPC G09B 19/00 ; CPC G16H 10/60
7. “Prescription Reading” for Infants — IPC A61B 10/00 ; CPC G16H 50/30
8. Cognitive AR Learning City — IPC G06T 19/00 ; CPC G09B 15/02
9. Federated “CognitCloud” Platform — IPC G16H 50/70 ; CPC G06N 20/00
10. Reading Eye-Tracking Remediation — IPC A61B 5/107 ; CPC G06T 7/246
11. Transdermal Melatonin Patch — IPC A61K 31/70 ; CPC A61M 37/00
12. Closed-Loop tDCS for Attention — IPC A61N 1/36 ; CPC A61B 5/0408
13. Soil Lead Bioremediation — IPC C02F 3/28 ; CPC A62D 3/00
14. Urinary Iodine Microfluidic Test — IPC G01N 21/78 ; CPC C12Q 1/24
15. “Focus Mode” Network Filtering — IPC H04L 29/06 ; CPC G06F 21/62
16. Low-Bandwidth Executive Games — IPC A63F 13/67 ; CPC G09B 5/14
17. “Air→Score” Causal KPI — IPC G06Q 50/20 ; CPC G06F 16/2457
18. Standardized 10–12 min Battery — IPC G01N 33/50 ; CPC G06F 19/00
19. Omega-3 School Meal Spec — IPC A23L 33/10 ; CPC A61K 36/28
20. Cold-Chain for Bio-Samples — IPC B65D 81/38 ; CPC G16H 40/63
21. “CognitFHIR” API Profiles — IPC G16H 10/60 ; CPC G06F 21/62
22. Deep-Reading QA Module — IPC G09B 7/00 ; CPC G06F 3/048
23. Classroom fNIRS Imaging — IPC A61B 5/145 ; CPC A61B 5/055
24. “Offloading Index” — IPC G06Q 50/26 ; CPC G06F 16/28
25. EEG Headset Manufacturing — IPC H01R 4/58 ; CPC A61B 5/0402
26. Wearable Sleep Multi-sensor — IPC A61B 5/11 ; CPC A61B 5/111
27. Microbiome–Cognition Panel — IPC C12Q 1/6876 ; CPC G16H 50/30
28. Combined Cognitive Supplement — IPC A61K 31/201 ; CPC A61P 25/28
29. Population Cognitive Digital Twin — IPC G06N 10/00 ; CPC G16H 30/20
30. NFC Microneedle Patch Process — IPC B29C 59/04 ; CPC A61M 37/00
31. Arts & Cognition Program — IPC G09B 19/00 ; CPC A63H 2200/12
32. Cognitive Data Blockchain — IPC G06Q 20/38 ; CPC G06N 20/20
33. Wearable Enviro-Cog Badge — IPC G01N 33/50 ; CPC G16H 40/63
34. Solar-Powered HVAC Filtration — IPC F24F 8/80 ; CPC H02J 7/35
35. Immersive VR–EEG Cognition — IPC A61B 5/04 ; CPC G06T 19/00
36. Multimodal Cognitive Kit — IPC C12Q 1/24 ; CPC G16H 40/63
37. Classroom Depolluting Paint — IPC C09D 5/14 ; CPC A61L 9/14
38. Nutrient Logistics for Omega-3 — IPC B65D 81/38 ; CPC G16H 40/20
39. Cognitive Foresight AI 2050 — IPC G06N 20/00 ; CPC G06Q 10/10
40. Executive Arts Standard — IPC G09B 19/00 ; CPC A63H 2200/12
41. Long-Acting Micronutrient Implants — IPC A61K 33/14 ; CPC A61M 37/00
42. Urban Education Digital Twin — IPC G06N 10/00 ; CPC G16H 30/20
43. Music + tDCS Hybrid System — IPC A61N 1/36 ; CPC A61P 25/28
44. Anti-VOC Classroom Textiles — IPC A61L 9/14 ; CPC D06M 16/00
45. Multimodal Cognition Scoring API — IPC G16H 10/60 ; CPC G06F 16/28
46. Smartphone Pupillometry — IPC A61B 3/10 ; CPC A61B 3/113
47. Voice-Based Cognitive Screen — IPC G10L 15/26 ; CPC G16H 50/20
48. Typing-Dynamics Fatigue Index — IPC G06F 3/048 ; CPC G06F 3/0481
49. Dual-Task Gait Test (Mobile) — IPC A61B 5/11 ; CPC A61B 5/111
50. In-Class Neurovascular TCD — IPC A61B 8/06 ; CPC A61B 8/06
51. Circadian Classroom Lighting — IPC H05B 33/08 ; CPC H05B 33/0852
52. Cognitive Acoustic Treatment — IPC E04B 1/98 ; CPC E04B 1/86
53. Anti-Glare Window Films — IPC C03C 17/00 ; CPC G02B 5/23
54. E-ink Deep Reading Mode — IPC G06F 3/048 ; CPC G06F 3/0488
55. Tracked Blue-Light Glasses — IPC G02C 7/10 ; CPC G02C 7/10
56. Executive Synbiotic Formula — IPC A61K 35/747 ; CPC A61P 25/28
57. Handheld NIR Omega-3 QA — IPC A23L 33/10 ; CPC G01N 21/3592
58. Hair Cortisol School Assay — IPC G01N 33/68 ; CPC C12Q 1/68
59. Breath VOC Fatigue Test — IPC G01N 33/497 ; CPC G01N 33/497
60. CGM-Driven Learning Orchestrator — IPC A61B 5/145 ; CPC G16H 50/30
61. Causal-Bandit Timetable Optimizer — IPC G06Q 10/06 ; CPC G06N 20/00
62. Educational C2PA Provenance — IPC G06F 21/62 ; CPC G06F 16/2454
63. FHE Aggregations for Scores — IPC H04L 9/32 ; CPC G06F 21/62
64. Minors’ Consent Ledger — IPC G06Q 20/38 ; CPC G06F 21/62
65. Omega-3 Personalized Dosing — IPC G16H 10/60 ; CPC G06F 19/24

Keywords
adaptive tutoring, mastery learning, reinforcement learning, EEG headset, neurofeedback, attention training, air quality, HVAC control, HEPA filtration, salivary biomarkers, iodine deficiency, actigraphy, sleep policy, early literacy, parent coaching, augmented reality, learning city, federated learning, differential privacy, FHIR interoperability, eye tracking, reading fluency, melatonin patch, microneedles, tDCS, closed-loop stimulation, lead remediation, phytoremediation, XRF mapping, microfluidics, colorimetry, attention firewall, LMS integration, offline cognitive games, WebAssembly, causal KPI, education dashboard, cognitive battery, standardization, omega-3 nutrition, school meals, cold chain, HL7, deep reading, pedagogy, fNIRS, executive function, cognitive offloading, behavioral scoring, manufacturing, ISO 13485, wearable sleep, PPG, microbiome, SCFA, supplement, polyphenols, digital twin, NFC patch, roll-to-roll, arts, theater, blockchain, ledger, badge, exposure, solar HVAC, VR training, multimodal screening, VOC coating, nutrition logistics, foresight, executive arts, implants, urban cognition, music synergy, textiles, API, pupillometry, smartphone, TEPR, speech biomarkers, ASR, lexical diversity, keystroke dynamics, dual-task gait, IMU, transcranial Doppler, circadian lighting, tunable LED, acoustic panels, RT60, anti-glare glazing, e-ink, blue-light eyewear, compliance tracking, synbiotic, Bifidobacterium, NIR spectroscopy, hair cortisol, ELISA, breath VOC, electronic nose, CGM, hypoglycemia, contextual bandits, C2PA, content provenance, homomorphic encryption, FHE, consent ledger, minors, PK dosing