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  • About Alan
  • AI
    • ABC interviews: AI
    • AGI achieved internally: A re-written story
    • AI: The Great Flood (1997-present)
    • AI + Six Thinking Hats
    • Books by AI (GPT-3, GPT-3.5, ChatGPT)
    • Brain-machine interface (BMI) details
    • GPT-3.5 IQ testing using Raven’s Progressive Matrices
    • Happily ever after (A children’s story)
    • Humanoid robots ready for LLMs
    • Integrated AI: Endgame
    • Integrated AI: The rising tide lifting all boats (GPT-3) (2021 paper)
    • IQ testing (human vs AI)
    • Leta AI (2021)
    • Papers
    • Roadmap: AI’s next big steps in the world (Jul/2022)
    • The Declaration on AI Consciousness & the Bill of Rights for AI (Mar/2024)
    • The new irrelevance of intelligence (2020)
    • The psychology of modern LLMs (2024)
    • Watermarking text in LLM outputs
    • What’s in my AI? A Comprehensive Analysis of Datasets…
    • What’s in GPT-5? (2024)
    • What’s in Grok? (2025)
    • The Who Moved My Cheese? AI Awards!
    • More articles on AI…
  • Tools
    • AGI
    • ASI
    • ALPrompt
    • Calcs
    • Datasets Table
    • LLM-Reset/LLM-Normalize
    • Models Table
    • Models Table Rankings (new tab)
    • Timeline of AI and language models
    • Visualizations (2025)
  • Models
    • Amazon Nova (formerly Olympus)
    • Amazon Titan TG-1
    • Anthropic RL-CAI 52B + Claude
    • Apple LLMs
    • AuroraGPT
    • Baidu ERNIE (百度文心一言)
    • Chinchilla data-optimal scaling laws: In plain English
    • DeepMind Sparrow Dialogue model: Prompt & rules
    • Google Bard
    • Google DeepMind Gemini
    • Google Pathways (report)
    • GPT-3 Family: 50+ Models
    • GPT-3.5 + ChatGPT: An illustrated overview
    • GPT-4
    • GPT-4.5
    • GPT-5
    • GPT-6 (2025)
    • Grok
    • Megatron
    • Microsoft Bing Chat (Sydney/GPT-4)
    • NVIDIA Cosmos video dataset
    • o1: Smarter than we think (2024)
    • o3: Stratospheric reasoning
    • o4: Critical mass
  • IQ
    • Ad Astra… What we know so far! (2017)
    • AI + IQ testing (human vs AI)
    • Integrated AI: The rising tide lifting all boats (GPT-3)
    • 98, 99… finding the right classroom for your child
    • Big head
    • Bright to Brilliant
    • Confidence
    • Criticism
    • Education
    • Gifted children in Australia (Mensa 2015)
    • Gifted, Talented, Genius, Prodigy
    • Infants
    • Intuition
    • Looking inside the advanced brain
    • New model of giftedness
    • Parents
    • Persistence
    • Recognising intelligent children (ABC Australia)
    • Resilience
    • Superpowers
    • Talking
    • More articles on giftedness…
  • Advisory
    • The Memo by LifeArchitect.ai
    • Integrated AI: The sky is on fire (2021 AI retrospective)
    • Integrated AI: The sky is bigger than we imagine (mid-2022 AI retrospective)
    • Integrated AI: The sky is infinite (2022 AI retrospective)
    • Integrated AI: The sky is entrancing (mid-2023 AI retrospective)
    • Integrated AI: The sky is comforting (2023 AI retrospective)
    • Integrated AI: The sky is quickening (mid-2024 AI retrospective)
    • Integrated AI: The sky is steadfast (2024 AI retrospective)
    • AI report submission to UN (Jan/2022)
    • Media release: AI fire alarm (20/Jul/2021)
    • Media release: AI is outperforming humans in both IQ and creativity in 2021 (19/Sep/2021)
    • Media release: AGI is here. Leaders… guilty of negligence. (25/Oct/2023)
    • Books by Life Architect
    • Best (book for adults)
    • Welcome (book for inspiration)
    • Bright (book for gifted parents)
    • People like me (book for gifted toddlers)
    • Connected (book on intuition)
    • The Ultimate Coach: Steve Hardison (Amazon)
    • Other books
    • Consulting
  • Speaking
  • Contact

Zygote to Adult

Alan’s Ultimate Guide to Raising Happy, Healthy, Smart Children
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  • Devices for high-ability childrenDevices for high-ability children

The Memo is a bestseller in 147 countries

Progress to AGI and then ASI

Reports by LifeArchitect.ai (recent)

What's in Grok? (Jan/2025)
What's in GPT-5? (Aug/2024)
2024 AI retrospective
The psychology of modern LLMs (2024)
Integrated AI: Endgame (Jul/2023)
The ChatGPT Prompt Book (Dec/2022)
Roadmap: AI’s next big steps in the world (Jul/2022)
What's in my AI? (Mar/2022)

Videos by LifeArchitect.ai (recent)

Popular AI reports by Dr Thompson
 > The Memo (bestseller in 147 countries)
Cited: NBER AI report for US Govt
Dataset quality vs quantity via bonum
Endgame
Gemini: A general specialist
Google Pathways: An Exploration…
The ChatGPT Prompt Book (2022)
The Gap: Waiting for the AI time lag
The new irrelevance of intelligence (2020)
The rising tide lifting all boats (2021)
Roadmap: AI’s next big steps…
What’s in my AI? Analysis of Datasets…
What’s in GPT-5?
What’s in Grok?

AI models
 > Models Table
> Large language models
Amazon Nova (formerly Olympus)
Amazon Titan
Anthropic RL-CAI 52B
Apple LLMs
Argonne AuroraGPT (ScienceGPT)
BAAI Wudao 2.0
Baidu ERNIE
Chinchilla scaling laws
DeepMind Sparrow
Fudan MOSS
Google Bard
Google DeepMind Gemini
Microsoft Bing Chat (Sydney)
NVIDIA Cosmos
NVIDIA Megatron
OpenAI GPT-3, ChatGPT
OpenAI GPT-4, GPT-4.5, GPT-5, GPT-6
OpenAI o1: Smarter than we think
OpenAI o3: Stratospheric reasoning
OpenAI o4: Critical mass
Snapchat My AI
xAI Grok

Annual AI reports/retrospectives
 The sky is steadfast (2024 AI)
The sky is quickening (mid-2024 AI)
The sky is comforting (2023 AI)
The sky is entrancing (mid-2023 AI)
The sky is infinite (2022 AI retrospective)
The sky is bigger… (mid-2022 AI)
The sky is on fire (2021 AI retrospective)

Human intelligence + artificial intelligence
 > AI + IQ testing
AI + brain-machine interfaces
AI + the human brain
BASIS: Artificial Superintelligence Suite
GPT-3.5 and Raven’s
The psychology of modern LLMs (2024)

AI theory by others
 AI papers
AGI achieved internally: A re-written story
Anthropic: My last three years of work
Arguments about AI
Life-changing AI (2020)
Minsky, Kurzweil, Sutskever, Leahy, Sergey
Mocking AI panic
Quotes about AI

AI video
 Aurora AI (2021)
GPT-3 vs IBM Watson (2021)
Leta AI (2021)
Una AI (2022)
Zhibing Hua AI (China, 2021)

YouTube channel (new tab)

AI media releases
 AGI is here. Leaders guilty of negligence
Alan talks to ABC
AI is outperforming humans
AI fire alarm
AI sound bites

AI theory by Dr Thompson
 AI Consciousness & AI Bill of Rights
AI definitions
AI report card
AI + art
AI + economics
AI + ethics
AI + prompt crafting
AI + Six Thinking Hats
AI + spirituality
AI: The Great Flood
Alignment: The Super Wicked Problem
Books written by AI
Distractions (by Claude 3.5 Sonnet)
Former child prodigies creating AI (2022)
Happily ever after (A children’s story)
Humanoid robots ready for LLMs
Learn more about AI
Use cases for large language models…
Watermarking text in LLM outputs
Why does AI make you so angry?

Living documents
 Alan’s conservative countdown to AGI
Alan’s ASI checklist
Alan’s technical highlights (new tab)
ALPrompt
Compute Table (new tab)
Datasets Table
Humanoids Table (new tab)
LLM-Reset/LLM-Normalize
Models Table
Timeline of AI and language models
Visualizations
The Who Moved My Cheese? AI awards!


Dr Alan D. Thompson is a world expert in artificial intelligence (AI), specialising in the augmentation of human intelligence.
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