This register is updated periodically, so please check the latest version for the most current information. For older maps and live viz, see also LifeArchitect.ai/viz.
| # | Preview | Visualisation | Rev | First published | Last updated | Image | |
|---|---|---|---|---|---|---|---|
| 1 |  |
1T+ THE TRILLION-PARAMETER AI MODEL CLUB | 2 | 2026-07-28 | 2026-08-08 | 🔗 | 🔗 |
| 2 |  |
MAJOR STEP CHANGES IN LLM CAPABILITY | 1 | 2026-06-22 | 2026-06-28 | 🔗 | 🔗 |
| 3 |  |
LLM RELEASES COMPRESS FROM MONTHS TO HOURS | 0 | 2026-04-30 | 2026-04-30 | 🔗 | 🔗 |
| 4 |  |
A MAJOR AI MODEL IS CURRENTLY GENERATING… | 1 | 2026-02-23 | 2026-02-23 | 🔗 | 🔗 |
| 5 |  |
BRAIN-MACHINE INTERFACE PATIENTS 2020-2025 | 1 | 2026-02-21 | 2026-06-18 | 🔗 | |
| 6 |  |
GENESIS MISSION: DATASETS BY TYPE | 1 | 2026-01-18 | 2026-01-20 | 🔗 | 🔗 |
| 7 |  |
PREDICTED IMPACT OF GENESIS MISSION ON ASI | 1 | 2026-01-13 | 2026-01-13 | 🔗 | 🔗 |
| 8 |  |
GENESIS MISSION: LABS AT A GLANCE | 0 | 2026-01-12 | 2026-01-12 | 🔗 | 🔗 |
| 9 |  |
GENESIS MISSION: 17 US NATIONAL LABS | 1 | 2026-01-06 | 2026-01-06 | 🔗 | 🔗 |
| 10 |  |
Genesis Mission Dataset Header Rev 3 comp | 2025-12-31 | 2025-12-31 | 🔗 | ||
| 11 |  |
GENESIS MISSION DATASETS | 1 | 2025-12-24 | 2025-12-24 | 🔗 | 🔗 |
| 12 |  |
DATASET SCALING: GPT TO GENESIS MISSION 2026 | 3 | 2025-12-22 | 2026-01-11 | 🔗 | 🔗 |
| 13 |  |
Genesis Mission Dataset Header | 1 | 2025-12-18 | 2025-12-18 | 🔗 | |
| 14 |  |
AI PAPERS PUBLISHED: CHINA VS USA (2000-2025) | 0 | 2025-11-08 | 2025-11-08 | 🔗 | 🔗 |
| 15 |  |
OPENAI ENTERPRISE CUSTOMERS PROGRESS | 0b | 2025-11-07 | 2025-11-07 | 🔗 | 🔗 |
| 16 |  |
GPT-5 ENTERPRISE CUSTOMERS (1 MILLION CLIENTS) | 0 | 2025-11-06 | 2025-11-06 | 🔗 | 🔗 |
| 17 |  |
ALAN’S UBI THOUGHT EXPERIMENT (OCT/2025) | 0 | 2025-11-02 | 2025-11-02 | 🔗 | |
| 18 |  |
OPENAI GPT FAMILIES 2018-2026 (COMPLETE) | 0b | 2025-09-26 | 2025-09-26 | 🔗 | 🔗 |
| 19 |  |
FRONTIER AI MODEL HIGHLIGHTS IN CHINA (2025) | 0 | 2025-08-17 | 2025-12-10 | 🔗 | 🔗 |
| 20 |  |
The GPT-4x and o Model Family: Varied Intelligence Scores 2024-2025 | 2025-08-07 | 2025-08-07 | 🔗 | ||
| 21 |  |
OPENAI GPT FAMILIES 2018-2026 (SIMPLE) | 1 | 2025-08-07 | 2025-08-11 | 🔗 | 🔗 |
| 22 |  |
imagen 4 ultra solace lantern 750 | 2025-07-31 | 2025-07-31 | 🔗 | ||
| 23 |  |
HUMAN VS AI ETHICS SCORES (DEFINING ISSUES TEST) | 0 | 2025-07-31 | 2025-07-31 | 🔗 | |
| 24 |  |
CLAUDE’S CONSTITUTION | 0 | 2025-07-31 | 2025-07-31 | 🔗 | |
| 25 |  |
HUMAN IQ CHART | 0 | 2025-07-31 | 2025-07-31 | 🔗 | |
| 26 |  |
imagen 4 solace lantern 750 | 2025-07-30 | 2025-07-30 | 🔗 | ||
| 27 |  |
The GPT-4x and o Model Family: Varied Intelligence Scores 2024-2025 | 2025-07-07 | 2025-07-07 | 🔗 | ||
| 28 |  |
INTEGRATED AI: SOLACE | 1 | 2025-06-26 | 2025-06-27 | 🔗 | 🔗 |
| 29 |  |
ASI: EARLY DISCOVERIES BY LLM SYSTEMS (2025) | 1 | 2025-06-03 | 2025-06-22 | 🔗 | 🔗 |
| 30 |  |
OPENAI: SCALING REINFORCEMENT LEARNING | 0 | 2025-05-20 | 2025-05-20 | 🔗 | 🔗 |
| 31 |  |
Closer to the source of intelligence itself….. | 2025-05-12 | 2025-05-12 | 🔗 | ||
| 32 |  |
AI TRAINING DATA COMPARED TO TOTAL BOOKS (2025) | 0 | 2025-05-12 | 2025-05-12 | 🔗 | 🔗 |
| 33 |  |
The 31st International Symposium on Controversies in Psychiatry | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 34 |  |
BMI TIMELINE | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 35 |  |
Closer to the source of intelligence itself….. | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 36 |  |
The Synchron BCI | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 37 |  |
‘SUPER WICKED’ BMI QUESTIONS (2025Q2) | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 38 |  |
INVASIVE VS NON-INVASIVE BMIs | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 39 |  |
ADAPTIVE NEUROMORPHIC DECODER FOR BCIs | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 40 |  |
BMI DIRECTIONALITY | 2025-04-11 | 2025-04-11 | 🔗 | ||
| 41 |  |
EXPONENTIAL GROWTH IN AI | 0 | 2025-04-06 | 2025-04-06 | 🔗 | |
| 42 |  |
IQ TEST SCORES FOR 2025 FRONTIER AI MODELS | 1 | 2025-03-09 | 2025-05-21 | 🔗 | 🔗 |
| 43 |  |
JOURNEY TO GROK-5 (2023-2026) | 3 | 2025-02-17 | 2025-11-23 | 🔗 | 🔗 |
| 44 |  |
HUMAN VS AI PROCESSING SPEED (FEB/2025) | 0 | 2025-02-16 | 2025-02-16 | 🔗 | 🔗 |
| 45 |  |
whats in grok hero 7 comp | 2025-01-19 | 2025-01-19 | 🔗 | ||
| 46 |  |
IGOR BABUSCHKIN: AI PAPER HIGHLIGHTS | 0 | 2025-01-16 | 2025-01-16 | 🔗 | |
| 47 |  |
WHAT’S IN | 2025-01-13 | 2025-01-13 | 🔗 | ||
| 48 |  |
ind wically sendened | 2025-01-08 | 2025-01-08 | 🔗 | ||
| 49 |  |
EMPLOYEE HEADCOUNTS AT BIG 5 AI LABS (2025) | 0b | 2025-01-06 | 2025-01-06 | 🔗 | |
| 50 |  |
XAI GROK SERIES: MMLU SCORES (2023-2025) | 0b | 2025-01-05 | 2025-01-05 | 🔗 | |
| 51 |  |
REASONING MODEL SCORES: o1, o3, o4 (DEC/2024) | 0j | 2024-12-22 | 2025-01-11 | 🔗 | |
| 52 |  |
EARLY 21″ CENTURY | 1 | 2024-12-22 | 2024-12-22 | 🔗 | |
| 53 |  |
TORO ACTORY | 0 | 2024-12-22 | 2024-12-22 | 🔗 | |
| 54 |  |
LARGE LANGUAGE MODEL HIGHLIGHTS 2017-2024 | 0 | 2024-12-20 | 2024-12-20 | 🔗 | 🔗 |
| 55 |  |
CONTEXT RECALL: NEEDLE IN THE HAYSTACK: 2023-2024 | 1 | 2024-11-20 | 2024-11-21 | 🔗 | |
| 56 |  |
LLMS RELEASED PER MONTH (2024) | 4 | 2024-09-30 | 2024-12-17 | 🔗 | |
| 57 |  |
LLMS: SMARTER THAN WE THINK (SEP/2024) | D | 2024-09-18 | 2025-02-07 | 🔗 | 🔗 |
| 58 |  |
IQ/MMLU/-PRO/GPQA: FRONTIER MODELS | 9 | 2024-09-14 | 2025-02-01 | 🔗 | 🔗 |
| 59 |  |
GPT MODALITIES (2024) | 0 | 2024-08-12 | 2024-08-12 | 🔗 | |
| 60 |  |
aurora header 1 comp | 2024-07-22 | 2024-07-22 | 🔗 | ||
| 61 |  |
aurora header 0 comp | 2024-07-22 | 2024-07-22 | 🔗 | ||
| 62 |  |
MODELS TABLE: LifeArchitect.ai | 2024-07-19 | 2024-07-19 | 🔗 | ||
| 63 |  |
LLMS: NEXT PUBLIC RELEASES IN 2025 | 4 | 2024-07-16 | 2025-12-09 | 🔗 | |
| 64 |  |
AGI LEVELS: DEEPMIND & OPENAI | 2 | 2024-07-14 | 2026-02-08 | 🔗 | 🔗 |
| 65 |  |
GPT + HUMOR (JUL/2024) | 0 | 2024-07-05 | 2024-07-05 | 🔗 | 🔗 |
| 66 |  |
2024 USE CASES FOR AI MODELS: QUOTES | 2024-06-29 | 2024-06-29 | 🔗 | ||
| 67 |  |
2024 USE CASES FOR AI MODELS | 2024-06-29 | 2024-06-29 | 🔗 | ||
| 68 |  |
THE GPT-4 MODEL FAMILY: IN PLAIN ENGLISH | 1 | 2024-06-20 | 2024-07-20 | 🔗 | 🔗 |
| 69 |  |
WORLD | 0world | 2024-06-16 | 2024-06-16 | 🔗 | |
| 70 |  |
LARGE LANGUAGE MODELS + GPQA (FEB/2025) | 9d | 2024-04-29 | 2025-02-20 | 🔗 | |
| 71 |  |
THE GAP: MEASURING THE AI TIME LAG (FEB/2024) | 0 | 2024-02-18 | 2024-02-18 | 🔗 | |
| 72 |  |
OUTPUT PER FRONTIER AI MODEL (2026) | 3 | 2024-02-13 | 2026-02-23 | 🔗 | 🔗 |
| 73 |  |
Thon Model Training Chip Chip Total Retail MMLU | 9 | 2024-02-12 | 2024-05-26 | 🔗 | |
| 74 |  |
LLMS: SMARTER THAN WE THINK (JAN/2024) | 2024-01-13 | 2024-06-08 | 🔗 | 🔗 | |
| 75 |  |
FRONTIER AI MODELS + HIGHLIGHTS | 16 | 2023-12-15 | 2026-07-09 | 🔗 | 🔗 |
| 76 |  |
2023 AI RETROSPECTIVE | 2023-12-15 | 2023-12-15 | 🔗 | 🔗 | |
| 77 |  |
HUMANOID ROBOTS READY FOR LLMS (DEC/2023) | 2023-12-14 | 2023-12-14 | 🔗 | ||
| 78 |  |
CHATBOT VS DOCTOR: QUALITY/EMPATHY RATINGS | 1 | 2023-12-05 | 2025-07-31 | 🔗 | 🔗 |
| 79 |  |
LARGE LANGUAGE MODELS ACROSS INDUSTRIES | 0b | 2023-11-25 | 2023-11-25 | 🔗 | 🔗 |
| 80 |  |
BASIS: BENCHMARKING SUPERINTELLIGENCE | 0 | 2023-11-23 | 2023-11-23 | 🔗 | 🔗 |
| 81 |  |
2023 CONTEXT WINDOWS (MAX IN/OUT LENGTH) | 0 | 2023-11-06 | 2023-11-06 | 🔗 | 🔗 |
| 82 |  |
AI + SIX THINKING HATS | 0b | 2023-11-05 | 2023-11-05 | 🔗 | |
| 83 |  |
GPT-4 VS DOCTOR: MEDICAL SOFT SKILLS (OCT/2023) | 0b | 2023-10-05 | 2023-10-05 | 🔗 | 🔗 |
| 84 |  |
HARVARD: BCG CONSULTANTS + GPT-4 (SEP/2023) | 1 | 2023-09-27 | 2023-12-13 | 🔗 | 🔗 |
| 85 |  |
TINY MODELS (SEP/2023) | 0 | 2023-09-10 | 2023-09-10 | 🔗 | |
| 86 |  |
GENIUS VS AI (FEB/2024) | 1 | 2023-09-04 | 2024-02-18 | 🔗 | 🔗 |
| 87 |  |
HUMANOID ROBOTS READY FOR LLMS (AUG/2023) | 2023-08-31 | 2023-08-31 | 🔗 | ||
| 88 |  |
AI IQ CHART – SIMPLE (AUG/2023) | 2 | 2023-08-31 | 2023-08-31 | 🔗 | 🔗 |
| 89 |  |
WHERE WILL AGI BE BORN? (2025) | 5 | 2023-08-14 | 2025-06-29 | 🔗 | 🔗 |
| 90 |  |
# Lab Dataset Size Tokens Notes | 2023-06-24 | 2023-06-24 | 🔗 | ||
| 91 |  |
1X | 0 | 2023-06-20 | 2023-08-31 | 🔗 | |
| 92 |  |
BILLBOARD CHART FOR LANGUAGE MODELS | 3 | 2023-06-12 | 2024-06-10 | 🔗 | |
| 93 |  |
# Lab Dataset Size Tokens Notes | 2023-06-10 | 2023-06-10 | 🔗 | ||
| 94 |  |
# Lat Tokens Notes | 2023-06-06 | 2023-06-06 | 🔗 | ||
| 95 |  |
• Labi Tokens Notes JUN/2023 DRAFTI | 2023-06-03 | 2023-06-03 | 🔗 | ||
| 96 |  |
Datase | 2023-06-03 | 2023-06-03 | 🔗 | ||
| 97 |  |
2023-2024 OPTIMAL LANGUAGE MODELS | 9b | 2023-05-27 | 2023-12-13 | 🔗 | 🔗 |
| 98 |  |
GPT-4 VS HUMAN TESTS – SIMPLE (SEP/2023) | 2 | 2023-05-20 | 2023-09-12 | 🔗 | 🔗 |
| 99 |  |
THE GAP: WAITING FOR THE AI TIME LAG | 0 | 2023-04-24 | 2023-04-24 | 🔗 | |
| 100 |  |
DATASETS FOR LANGUAGE MODELS: SIMPLE VIEW | 1b | 2023-04-23 | 2023-04-23 | 🔗 | |
| 101 |  |
LARGE LANGUAGE MODELS: API OR HOSTED | 0b | 2023-04-16 | 2024-03-06 | 🔗 | |
| 102 |  |
AI SAFETY: ALIGN WITH WHAT? | 2023-04-12 | 2023-04-12 | 🔗 | ||
| 103 |  |
AI RACE: COMMERCIALIZE 2T+ PARAMS (APR/2023) | 1 | 2023-04-07 | 2023-04-07 | 🔗 | 🔗 |
| 104 |  |
ACHIEVEMENTS UNLOCKED BY LLMS | 0 | 2023-04-06 | 2023-04-06 | 🔗 | 🔗 |
| 105 |  |
LIFEARCHITECT.AI | 2023-03-27 | 2023-03-27 | 🔗 | ||
| 106 |  |
Human-level performance | 0b | 2023-03-22 | 2023-03-22 | 🔗 | 🔗 |
| 107 |  |
GPT-4 ENTERPRISE CUSTOMERS | 0 | 2023-03-21 | 2023-03-21 | 🔗 | 🔗 |
| 108 |  |
JOURNEY TO GPT-4 | 2 | 2023-03-16 | 2023-03-16 | 🔗 | |
| 109 |  |
GPT-4 VS HUMAN TESTS (MAY/2023) | 3 | 2023-03-16 | 2023-05-03 | 🔗 | 🔗 |
| 110 |  |
GPT-4 CONTEXT WINDOW (MAX IN/OUT LENGTH) | 1 | 2023-03-10 | 2023-03-14 | 🔗 | 🔗 |
| 111 |  |
THE GPT-3 FAMILY: 50+ MODELS (MAR/2023) | 1 | 2023-02-11 | 2023-03-04 | 🔗 | 🔗 |
| 112 |  |
AI Bubbles for Harvard Accenture 1 | 2023-01-24 | 2023-01-24 | 🔗 | ||
| 113 |  |
OpenAl| | 2022-12-11 | 2022-12-11 | 🔗 | ||
| 114 |  |
OpenAI| 2022 | 2022-12-11 | 2022-12-11 | 🔗 | ||
| 115 |  |
OpenAl| | 0d | 2022-12-11 | 2022-12-11 | 🔗 | |
| 116 |  |
2022: 70,000 TRANSFORMER MODELS ADDED | 0 | 2022-12-02 | 2022-12-02 | 🔗 | 🔗 |
| 117 |  |
GPT-3 ENTERPRISE CUSTOMERS | 3 | 2022-11-02 | 2023-01-20 | 🔗 | 🔗 |
| 118 |  |
DATA-OPTIMAL (CHINCHILLA) MODEL HEATMAP | 3 | 2022-10-23 | 2023-12-29 | 🔗 | 🔗 |
| 119 |  |
AI CODE GENERATOR MODEL SIZES | 1 | 2022-09-10 | 2022-10-03 | 🔗 | 🔗 |
| 120 |  |
STABLE DIFFUSION’S TOP 10 DATASETS* | 0 | 2022-08-31 | 2022-08-31 | 🔗 | 🔗 |
| 121 |  |
TEXT-TO-IMAGE TRAINING DATASET SIZES: 2022 | 1 | 2022-08-24 | 2022-11-17 | 🔗 | 🔗 |
| 122 |  |
INTEGRATED AI: AMPLIFYING & REPLACING: 2022 | 1 | 2022-08-22 | 2022-09-23 | 🔗 | 🔗 |
| 123 |  |
GOOGLE PALM – ALL CODE LANGUAGES | 0 | 2022-07-31 | 2022-07-31 | 🔗 | |
| 124 |  |
BIGSCIENCE BLOOM 176B – ALL LANGUAGES | 0 | 2022-07-12 | 2022-07-12 | 🔗 | |
| 125 |  |
THE FORMER CHILD PRODIGIES CREATING AI (2022) | 0 | 2022-06-23 | 2022-06-23 | 🔗 | 🔗 |
| 126 |  |
IQ LEADERBOARD FOR AI & HUMANS (JUN/2022) | 0 | 2022-06-19 | 2022-06-19 | 🔗 | 🔗 |
| 127 |  |
DEEPMIND PERCEIVER AR (JUN/2022) | 1 | 2022-06-17 | 2022-06-19 | 🔗 | |
| 128 |  |
SELECTED BOOKS CO-AUTHORED WITH AI | 0 | 2022-06-17 | 2022-06-17 | 🔗 | |
| 129 |  |
SELECTED AI MODELS WORLDWIDE (MID-2022) | 0 | 2022-06-17 | 2022-06-17 | 🔗 | |
| 130 |  |
DEEPMIND MODELS (SEP/2023) | 3 | 2022-05-18 | 2023-08-31 | 🔗 | |
| 131 |  |
HHH: Helpful, honest, harmless | 2 | 2022-04-19 | 2022-04-19 | 🔗 | |
| 132 |  |
LANGUAGE MODEL SIZES TO MAR/2023 | 7b | 2022-04-11 | 2023-03-20 | 🔗 | 🔗 |
| 133 |  |
2022 WHAT’S IN MY AI? – ALT VIEW | 1 | 2022-03-21 | 2022-05-14 | 🔗 | 🔗 |
| 134 |  |
LLM DATASET SIZE INCREASES 2018-2022 | 0 | 2021-12-14 | 2021-12-14 | 🔗 | 🔗 |
| 135 |  |
AI TIMELINE: 2021 | 7 | 2021-11-19 | 2022-03-03 | 🔗 | 🔗 |
| 136 |  |
CONTENTS OF MEGATRON MT-NLG & THE PILE V1 | 1 | 2021-10-19 | 2021-10-19 | 🔗 | 🔗 |
| 137 |  |
CONTENTS OF MEGATRON | 1 | 2021-10-12 | 2021-10-13 | 🔗 | 🔗 |
| 138 |  |
BRAIN-MACHINE INTERFACE (BMI) BENEFITS | 0 | 2021-09-19 | 2022-07-24 | 🔗 | 🔗 |
| 139 |  |
LANGUAGE MODEL TESTS (NOV/2022) | 3 | 2021-08-16 | 2022-11-11 | 🔗 | 🔗 |
| 140 |  |
CHATBOTS COMPARED (AUG/2021) | 0b | 2021-08-11 | 2021-08-11 | 🔗 | 🔗 |
| 141 |  |
INTEGRATED AI: HIGH-LEVEL BRAIN | 2021-07-30 | 2021-07-30 | 🔗 | 🔗 | |
| 142 |  |
GPT-3’S TOP 10 DATASETS (BY DOMAIN/SOURCE) | 3 | 2021-07-11 | 2025-07-31 | 🔗 | 🔗 |
| 143 |  |
LANGUAGE MODEL SIZES & PREDICTIONS (JUL/2021) | 0 | 2021-07-06 | 2021-07-06 | 🔗 | 🔗 |
| 144 |  |
CONTENTS OF PANGU ALPHA & WUDAO 2.0 | 2b | 2021-06-25 | 2021-06-30 | 🔗 | 🔗 |
| 145 |  |
CONTENTS OF GPT-3 & THE PILE V1 | 5 | 2021-06-20 | 2021-07-10 | 🔗 | 🔗 |
| 146 |  |
GPT-3 datasets by effective size | V2 | 2021-05-31 | 2021-05-31 | 🔗 | |
| 147 |  |
GPT-Neo (The Pile) datasets by effective size | V2 | 2021-05-31 | 2021-05-31 | 🔗 | |
| 148 |  |
GIFTED, TALENTED, GENIUS, PRODIGY… | 2 | 2020-02-22 | 2020-02-22 | 🔗 | |
| 149 |  |
Chronological & Mental Ages of Gifted Children | B | 2019-03-11 | 2020-02-21 | 🔗 | |
| 150 |  |
The Tripartite Model of Giftedness | B | 2017-05-31 | 2017-05-31 | 🔗 | |
| 151 |  |
Visualising brightness | 2016-01-07 | 2016-01-07 | 🔗 |
Get The Memo
by Dr Alan D. Thompson · Be inside the lightning-fast AI revolution.Informs research at Apple, Google, Microsoft · Bestseller in 152 countries.
Artificial intelligence that matters, as it happens, in plain English.
Get The Memo.
Alan D. Thompson is a world expert in artificial intelligence, advising everyone from Apple to the US Government on integrated AI. Throughout Mensa International’s history, both Isaac Asimov and Alan held leadership roles, each exploring the frontier between human and artificial minds. His landmark analysis of post-2020 AI—from his widely-cited Models Table to his regular intelligence briefing The Memo—has shaped how governments and Fortune 500s approach artificial intelligence. With popular tools like the Declaration on AI Consciousness, and the ASI checklist, Alan continues to illuminate humanity’s AI evolution. Technical highlights.This page last updated: 18/Aug/2026. https://lifearchitect.ai/register/↑