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336			<meta property="og:title" name="og:title" content="About Alan" />
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455<a title="ALPrompt" href="https://lifearchitect.ai/alprompt/">ALPrompt</a></li>
456	<li id="menu-item-9045" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9045"><a title="Calculations and conversions" href="https://lifearchitect.ai/calcs/">Calculations and conversions</a></li>
457	<li id="menu-item-8250" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8250"><a title="Datasets Table" href="https://lifearchitect.ai/datasets-table/">Datasets Table</a></li>
458	<li id="menu-item-10948" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10948"><a title="Humanoids Table" href="https://lifearchitect.ai/humanoids-table/">Humanoids Table</a></li>
459	<li id="menu-item-8589" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8589"><a title="LLM-Reset/LLM-Normalize" href="https://lifearchitect.ai/llm-reset/">LLM-Reset/LLM-Normalize</a></li>
460	<li id="menu-item-6409" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6409"><a title="Models Table (1,000+ models and 40,000+ LLM data points)" href="https://lifearchitect.ai/models-table/">Models Table (1,000+ models and 40,000+ LLM data points)</a></li>
461	<li id="menu-item-8558" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-8558"><a title="Models Table Rankings (new tab)" target="_blank" href="https://docs.google.com/spreadsheets/d/1kc262HZSMAWI6FVsh0zJwbB-ooYvzhCHaHcNUiA0_hY/edit?gid=212564199#gid=212564199">Models Table Rankings (new tab)</a></li>
462	<li id="menu-item-10846" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10846"><a title="Models Table Pro (Institutional subscription)" href="https://lifearchitect.ai/models-table-pro/">Models Table Pro (Institutional subscription)</a></li>
463	<li id="menu-item-10259" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10259"><a title="Output of the intelligence explosion" href="https://lifearchitect.ai/output/">Output of the intelligence explosion</a></li>
464	<li id="menu-item-1301" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1301"><a title="Timeline of AI and language models" href="https://lifearchitect.ai/timeline/">Timeline of AI and language models</a></li>
465	<li id="menu-item-8622" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8622"><a title="Visualizations (2025)" href="https://lifearchitect.ai/viz/">Visualizations (2025)</a></li>
466</ul>
467</li>
468<li id="menu-item-1262" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-1262 dropdown"><a title="Models" href="#" data-toggle="dropdown" class="dropdown-toggle" aria-haspopup="true">Models <span class="caret"></span></a>
469<ul role="menu" class=" dropdown-menu">
470	<li id="menu-item-5850" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-5850"><a title="Amazon Nova (formerly Olympus)" href="https://lifearchitect.ai/olympus/">Amazon Nova (formerly Olympus)</a></li>
471	<li id="menu-item-5230" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-5230"><a title="Amazon Titan TG-1 (2023)" href="https://lifearchitect.ai/titan/">Amazon Titan TG-1 (2023)</a></li>
472	<li id="menu-item-3523" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3523"><a title="Anthropic RL-CAI 52B + Claude (2023)" href="https://lifearchitect.ai/anthropic/">Anthropic RL-CAI 52B + Claude (2023)</a></li>
473	<li id="menu-item-6934" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6934"><a title="Apple LLMs" href="https://lifearchitect.ai/apple/">Apple LLMs</a></li>
474	<li id="menu-item-7127" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7127"><a title="Argonne AuroraGPT" href="https://lifearchitect.ai/auroragpt/">Argonne AuroraGPT</a></li>
475	<li id="menu-item-4136" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-4136"><a title="Baidu ERNIE (百度文心一言)" href="https://lifearchitect.ai/ernie/">Baidu ERNIE (百度文心一言)</a></li>
476	<li id="menu-item-3522" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3522"><a title="Chinchilla data-optimal scaling laws: In plain English" href="https://lifear
476chitect.ai/chinchilla/">Chinchilla data-optimal scaling laws: In plain English</a></li>
477	<li id="menu-item-3526" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3526"><a title="DeepMind Sparrow Dialogue model: Prompt &#038; rules" href="https://lifearchitect.ai/sparrow/">DeepMind Sparrow Dialogue model: Prompt &#038; rules</a></li>
478	<li id="menu-item-3520" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3520"><a title="Google Bard" href="https://lifearchitect.ai/bard/">Google Bard</a></li>
479	<li id="menu-item-4731" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-4731"><a title="Google DeepMind Gemini" href="https://lifearchitect.ai/gemini/">Google DeepMind Gemini</a></li>
480	<li id="menu-item-2507" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2507"><a title="Google Pathways (report)" href="https://lifearchitect.ai/pathways/">Google Pathways (report)</a></li>
481	<li id="menu-item-3519" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3519"><a title="GPT-3 Family: 50+ Models" href="https://lifearchitect.ai/gpt-3/">GPT-3 Family: 50+ Models</a></li>
482	<li id="menu-item-3524" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3524"><a title="GPT-3.5 + ChatGPT: An illustrated overview" href="https://lifearchitect.ai/chatgpt/">GPT-3.5 + ChatGPT: An illustrated overview</a></li>
483	<li id="menu-item-3527" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3527"><a title="GPT-4 (2022)" href="https://lifearchitect.ai/gpt-4/">GPT-4 (2022)</a></li>
484	<li id="menu-item-6218" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6218"><a title="GPT-4.5 (2025)" href="https://lifearchitect.ai/gpt-4-5/">GPT-4.5 (2025)</a></li>
485	<li id="menu-item-4124" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-4124"><a title="GPT-5 (2025)" href="https://lifearchitect.ai/gpt-5/">GPT-5 (2025)</a></li>
486	<li id="menu-item-6620" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6620"><a title="GPT-6 (2026)" href="https://lifearchitect.ai/gpt-6/">GPT-6 (2026)</a></li>
487	<li id="menu-item-9412" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9412"><a title="GPT-7 (2027)" href="https://lifearchitect.ai/gpt-7/">GPT-7 (2027)</a></li>
488	<li id="menu-item-7312" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7312"><a title="Grok" href="https://lifearchitect.ai/grok/">Grok</a></li>
489	<li id="menu-item-3600" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3600"><a title="Megatron (2021)" href="https://lifearchitect.ai/megatron/">Megatron (2021)</a></li>
490	<li id="menu-item-3521" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3521"><a title="Microsoft Bing Chat (Sydney/GPT-4)" href="https://lifearchitect.ai/bing-chat/">Microsoft Bing Chat (Sydney/GPT-4)</a></li>
491	<li id="menu-item-10996" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10996"><a title="Mythos-class models" href="https://lifearchitect.ai/mythos/">Mythos-class models</a></li>
492	<li id="menu-item-8383" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8383"><a title="NVIDIA Cosmos video dataset (2025)" href="https://lifearchitect.ai/cosmos/">NVIDIA Cosmos video dataset (2025)</a></li>
493	<li id="menu-item-7506" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7506"><a title="o1: Smarter than we think (2024)" href="https://lifearchitect.ai/o1/">o1: Smarter than we think (2024)</a></li>
494	<li id="menu-item-8055" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8055"><a title="o3: Stratospheric reasoning" href="https://lifearchitect.ai/o3/">o3: Stratospheric reasoning</a></li>
495	<li id="menu-item-8123" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8123"><a title="o4-mini: Critical mass" href="https://lifearchitect.ai/o4/">o4-mini: Critical mass</a></li>
496</ul>
497</li>
498<li id="menu-item-431" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-431 dropdown"><a title="IQ" href="#" data-toggle="dropdown" class="dropdown-toggle" aria-haspopup="true">IQ <span class="caret"></span></a>
499<ul role="menu" class=" dropdown-menu">
500	<li id="menu-item-861" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-861"><a title="Ad Astra… What we know so far! (2017)" href="https://lifear
500chitect.ai/ad-astra/">Ad Astra… What we know so far! (2017)</a></li>
501	<li id="menu-item-3530" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-3530"><a title="AI + IQ testing (human vs AI)" href="https://lifearchitect.ai/iq-testing-ai/">AI + IQ testing (human vs AI)</a></li>
502	<li id="menu-item-1272" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1272"><a title="Integrated AI: The rising tide lifting all boats (GPT-3)" href="https://lifearchitect.ai/rising-tide-lifting-all-boats/">Integrated AI: The rising tide lifting all boats (GPT-3)</a></li>
503	<li id="menu-item-1208" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1208"><a title="98, 99… finding the right classroom for your child" href="https://lifearchitect.ai/98-99/">98, 99… finding the right classroom for your child</a></li>
504	<li id="menu-item-845" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-845"><a title="Big head" href="https://lifearchitect.ai/big-head/">Big head</a></li>
505	<li id="menu-item-433" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-433"><a title="Bright to Brilliant" href="https://lifearchitect.ai/articles/bright-to-brilliant-article/">Bright to Brilliant</a></li>
506	<li id="menu-item-528" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-528"><a title="Confidence" href="https://lifearchitect.ai/articles/confidence/">Confidence</a></li>
507	<li id="menu-item-759" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-759"><a title="Criticism" href="https://lifearchitect.ai/criticism/">Criticism</a></li>
508	<li id="menu-item-527" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-527"><a title="Education" href="https://lifearchitect.ai/articles/education/">Education</a></li>
509	<li id="menu-item-626" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-626"><a title="Gifted children in Australia (Mensa 2015)" href="https://lifearchitect.ai/gifted-childrens-report-mensa-2015/">Gifted children in Australia (Mensa 2015)</a></li>
510	<li id="menu-item-1127" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1127"><a title="Gifted, Talented, Genius, Prodigy" href="https://lifearchitect.ai/gifted-talented-genius-prodigy/">Gifted, Talented, Genius, Prodigy</a></li>
511	<li id="menu-item-721" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-721"><a title="Infants" href="https://lifearchitect.ai/fostering-intelligence-in-the-womb/">Infants</a></li>
512	<li id="menu-item-1084" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1084"><a title="Intuition" href="https://lifearchitect.ai/connected/">Intuition</a></li>
513	<li id="menu-item-1136" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1136"><a title="Looking inside the advanced brain" href="https://lifearchitect.ai/advanced-brain/">Looking inside the advanced brain</a></li>
514	<li id="menu-item-813" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-813"><a title="New model of giftedness" href="https://lifearchitect.ai/giftedness/">New model of giftedness</a></li>
515	<li id="menu-item-1043" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1043"><a title="Parents" href="https://lifearchitect.ai/parents/">Parents</a></li>
516	<li id="menu-item-504" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-504"><a title="Persistence" href="https://lifearchitect.ai/articles/persistence-paper/">Persistence</a></li>
517	<li id="menu-item-860" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-860"><a title="Recognising intelligent children (ABC Australia)" href="https://lifearchitect.ai/articles/better-ways-recognising-intelligent-children/">Recognising intelligent children (ABC Australia)</a></li>
518	<li id="menu-item-581" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-581"><a title="Resilience" href="https://lifearchitect.ai/resilience/">Resilience</a></li>
519	<li id="menu-item-529" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-529">
519<a title="Superpowers" href="https://lifearchitect.ai/articles/superpowers/">Superpowers</a></li>
520	<li id="menu-item-827" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-827"><a title="Talking" href="https://lifearchitect.ai/talking/">Talking</a></li>
521	<li id="menu-item-754" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-754"><a title="More articles on giftedness..." href="https://lifearchitect.ai/articles/">More articles on giftedness&#8230;</a></li>
522</ul>
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525<ul role="menu" class=" dropdown-menu">
526	<li id="menu-item-2336" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2336"><a title="The Memo by LifeArchitect.ai" href="https://lifearchitect.ai/memo/">The Memo by LifeArchitect.ai</a></li>
527	<li id="menu-item-10637" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-10637"><a title="Integrated AI: Palantir and our altitude" href="https://lifearchitect.ai/palantir/">Integrated AI: Palantir and our altitude</a></li>
528	<li id="menu-item-1495" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1495"><a title="Integrated AI: The sky is on fire (2021 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-on-fire/">Integrated AI: The sky is on fire (2021 AI retrospective)</a></li>
529	<li id="menu-item-2509" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2509"><a title="Integrated AI: The sky is bigger than we imagine (mid-2022 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-bigger/">Integrated AI: The sky is bigger than we imagine (mid-2022 AI retrospective)</a></li>
530	<li id="menu-item-2867" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-2867"><a title="Integrated AI: The sky is infinite (2022 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-infinite/">Integrated AI: The sky is infinite (2022 AI retrospective)</a></li>
531	<li id="menu-item-5000" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-5000"><a title="Integrated AI: The sky is entrancing (mid-2023 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-entrancing/">Integrated AI: The sky is entrancing (mid-2023 AI retrospective)</a></li>
532	<li id="menu-item-6158" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6158"><a title="Integrated AI: The sky is comforting (2023 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-comforting/">Integrated AI: The sky is comforting (2023 AI retrospective)</a></li>
533	<li id="menu-item-7001" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7001"><a title="Integrated AI: The sky is quickening (mid-2024 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-quickening/">Integrated AI: The sky is quickening (mid-2024 AI retrospective)</a></li>
534	<li id="menu-item-8223" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8223"><a title="Integrated AI: The sky is steadfast (2024 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-steadfast/">Integrated AI: The sky is steadfast (2024 AI retrospective)</a></li>
535	<li id="menu-item-9332" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9332"><a title="Integrated AI: The sky is delivering (mid-2025 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-delivering/">Integrated AI: The sky is delivering (mid-2025 AI retrospective)</a></li>
536	<li id="menu-item-9900" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-9900"><a title="Integrated AI: The sky is supernatural (end-2025 AI retrospective)" href="https://lifearchitect.ai/the-sky-is-supernatural/">Integrated AI: The sky is supernatural (end-2025 AI retrospective)</a></li>
537	<li id="menu-item-11072" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-11072"><a title="Integrated AI: The sky is massive (mid-2026 AI retrospective)" href="https://lifear
537chitect.ai/the-sky-is-massive/">Integrated AI: The sky is massive (mid-2026 AI retrospective)</a></li>
538	<li id="menu-item-7884" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-7884"><a title="AI report submission to UN (Jan/2022)" href="https://lifearchitect.ai/un/">AI report submission to UN (Jan/2022)</a></li>
539	<li id="menu-item-6406" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6406"><a title="Media release: AI fire alarm (20/Jul/2021)" href="https://lifearchitect.ai/fire-alarm/">Media release: AI fire alarm (20/Jul/2021)</a></li>
540	<li id="menu-item-6407" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6407"><a title="Media release: AI is outperforming humans in both IQ and creativity in 2021 (19/Sep/2021)" href="https://lifearchitect.ai/outperforming-humans/">Media release: AI is outperforming humans in both IQ and creativity in 2021 (19/Sep/2021)</a></li>
541	<li id="menu-item-6408" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6408"><a title="Media release: AGI is here. Leaders... guilty of negligence. (25/Oct/2023)" href="https://lifearchitect.ai/leaders-guilty-of-negligence/">Media release: AGI is here. Leaders&#8230; guilty of negligence. (25/Oct/2023)</a></li>
542	<li id="menu-item-6277" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-6277"><a title="Books by Life Architect" href="https://lifearchitect.ai/books/">Books by Life Architect</a></li>
543	<li id="menu-item-875" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-875"><a title="Best (book for adults)" href="https://lifearchitect.ai/best-the-book/">Best (book for adults)</a></li>
544	<li id="menu-item-874" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-874"><a title="Welcome (book for inspiration)" href="https://lifearchitect.ai/welcome/">Welcome (book for inspiration)</a></li>
545	<li id="menu-item-872" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-872"><a title="Bright (book for gifted parents)" href="https://lifearchitect.ai/bright/">Bright (book for gifted parents)</a></li>
546	<li id="menu-item-873" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-873"><a title="People like me (book for gifted toddlers)" href="https://lifearchitect.ai/people-like-me/">People like me (book for gifted toddlers)</a></li>
547	<li id="menu-item-1081" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1081"><a title="Connected (book on intuition)" href="https://lifearchitect.ai/connected/">Connected (book on intuition)</a></li>
548	<li id="menu-item-1479" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-1479"><a title="The Ultimate Coach: Steve Hardison (Amazon)" href="https://www.amazon.com/dp/B09M55W669">The Ultimate Coach: Steve Hardison (Amazon)</a></li>
549	<li id="menu-item-1065" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1065"><a title="Other books" href="https://lifearchitect.ai/other-books/">Other books</a></li>
550	<li id="menu-item-1341" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-1341"><a title="Consulting" href="https://lifearchitect.ai/ai-consulting/">Consulting</a></li>
551</ul>
552</li>
553<li id="menu-item-450" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-450"><a title="Speaking" href="https://lifearchitect.ai/speaking/">Speaking</a></li>
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614				<h1 class="entry-title">About Alan</h1>			</header><!-- .entry-header -->
615
616
617			<div class="entry-content">
618				<p><strong>AI Consultant</strong><br />
619<small><a href="https://docs.google.com/document/d/1x9yDRS0qQtwv0L2pU62eo4OJ2PruVO7KqNcqYBS-XTg/edit" target="_blank" rel="noopener">Technical highlights document</a> • <a href="https://lifearchitect.ai/media/">Media pack</a> • <a href="https://lifearchitect.ai/media/">Headshots</a></small></p>
620<h2>Short bio</h2>
621<p>Dr Alan D. Thompson advises world leaders and Fortune 500s on human and artificial intelligence, specializing in large language models and superintelligence. A former chairman for Mensa’s gifted families, Alan authored six books (including one sent to the moon), created the acclaimed 2021 Leta AI project, and published influential papers informing AI strategy at Microsoft, Apple, Bloomberg, the US Government, and the G7. He continues to deliver AI analysis and keynotes worldwide.</p>
622<h2>Long bio (<a id="toggle-footnotes" href="#">show footnotes</a>)</h2>
623<p>Dr Alan D. Thompson brings decades of human intelligence research into the field of artificial intelligence. Alan began exploring the AI field in 1991, with the development of an early AI chatbot using QBasic. He completed his Bachelor of Science (Computer Science, AI, and Psychology) at Edith Cowan University, 2004; studied Gifted Education at Flinders University, 2017; became a Fellow of the Institute of Coaching affiliated with Harvard Medical School, 2017; and received his doctorate from Emerson, 2021. His dissertation was adapted into a book featuring Dr Rupert Sheldrake, <i>Connected: Intuition and Resonance in Smart People.</i></p>
624<p>As national coordinator for Australian Mensa&#8217;s gifted families, he designed and developed several high-profile information initiatives,<sup id="mfn-content-00000000000003e70000000000000000_45-1" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="1" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://www.mensa.org.au/giftedchildren/amii"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-1">1</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="1"><a href="https://www.mensa.org.au/giftedchildren/amii" target="_blank">https://www.mensa.org.au/giftedchildren/amii</a></span> including testing advocacy,<sup id="mfn-content-00000000000003e70000000000000000_45-2" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="2" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="ABC&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-2">2</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="2"><a href="https://www.abc.net.au/news/2015-03-19/mensa-specialist-wants-better-ways-of-recognising-gifted-kids/6330466" target="_blank">ABC&#8230;</a></span> and the 2015 national survey of gifted children.<sup id="mfn-content-00000000000003e70000000000000000_45-3" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="3" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="Mensa&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-3">3</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="3"><a href="https://www.mensa.org.au/giftedchildren/survey" target="_blank">Mensa&#8230;</a></span> In this role and for GE&#8217;s award-winning <i>Decoding Genius</i> series,<sup id="mfn-content-00000000000003e70000000000000000_45-4" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="4" data-mfn-post-scope="00000000000003e70000000000000000_45">
624<a href="javascript:void(0)"  title="https://lifearchitect.ai/decoding-genius/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-4">4</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="4"><a href="https://lifearchitect.ai/decoding-genius/" target="_blank">https://lifearchitect.ai/decoding-genius/</a></span> Alan worked closely with the pioneering human intelligence researcher Prof Miraca Gross. He also appeared for Warner Bros. in <i>Child Genius</i><sup id="mfn-content-00000000000003e70000000000000000_45-5" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="5" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="WIKI&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-5">5</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="5"><a href="https://en.wikipedia.org/wiki/Child_Genius_(Australian_TV_series)" target="_blank">WIKI&#8230;</a></span>, for ABC in <i>Making Child Prodigies<sup id="mfn-content-00000000000003e70000000000000000_45-6" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="6" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://youtu.be/-Pqm8gPA2Kc"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-6">6</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="6"><a href="https://youtu.be/-Pqm8gPA2Kc" target="_blank">https://youtu.be/-Pqm8gPA2Kc</a></span>,</i> for 60 Minutes<sup id="mfn-content-00000000000003e70000000000000000_45-7" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="7" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://youtu.be/9O35HbqHdMI"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-7">7</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="7"><a href="https://youtu.be/9O35HbqHdMI" target="_blank">https://youtu.be/9O35HbqHdMI</a></span>, and for ABC Catalyst<sup id="mfn-content-00000000000003e70000000000000000_45-8" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="8" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://youtu.be/NDkm3-OzCQk"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-8">8</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="8"><a href="https://youtu.be/NDkm3-OzCQk" target="_blank">https://youtu.be/NDkm3-OzCQk</a></span>. He has published six books<sup id="mfn-content-00000000000003e70000000000000000_45-9" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="9" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="Amazon&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-9">9</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="9"><a href="https://www.amazon.com.au/stores/author/B00GVWKCQ8" target="_blank">Amazon&#8230;</a></span> on intelligence and high performance, and a copy of his bestselling book <i>Bright</i> was sent to the moon aboard Peregrine Mission One.<sup id="mfn-content-00000000000003e70000000000000000_45-10" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="10" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="WIKI&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-10">10</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="10"><a href="https://en.wikipedia.org/wiki/Peregrine_Mission_One#Time_capsules" target="_blank">WIKI&#8230;</a></span>
625<p>Across two terms as chairman for Mensa International&#8217;
625s gifted families committee, he facilitated best practice among 54 member countries. After his polarizing article &#8216;The new irrelevance of intelligence&#8217;<sup id="mfn-content-00000000000003e70000000000000000_45-11" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="11" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/irrelevance-of-intelligence/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-11">11</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="11"><a href="https://lifearchitect.ai/irrelevance-of-intelligence/" target="_blank">https://lifearchitect.ai/irrelevance-of-intelligence/</a></span> was published in the Journal of Australian Mensa in 2020, Alan left the organization and rejoined the AI field. He delivered a live version of the paper to the World Gifted Conference in 2021.</p>
626<p>Shortly after the release of OpenAI&#8217;s GPT-3 davinci in 2020, Alan developed a manual integration between the large language model and a humanlike avatar. Named after Leta Hollingworth, the founder of gifted intelligence research, the Leta AI series<sup id="mfn-content-00000000000003e70000000000000000_45-12" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="12" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/leta/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-12">12</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="12"><a href="https://lifearchitect.ai/leta/" target="_blank">https://lifearchitect.ai/leta/</a></span> attracted international attention with over five million views. It is now part of the Internet Archive.<sup id="mfn-content-00000000000003e70000000000000000_45-13" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="13" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://archive.org/details/leta-ai"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-13">13</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="13"><a href="https://archive.org/details/leta-ai" target="_blank">https://archive.org/details/leta-ai</a></span> He live-streamed the release of OpenAI&#8217;s ChatGPT, and made <i>The ChatGPT prompt book</i> available for free to the public.<sup id="mfn-content-00000000000003e70000000000000000_45-14" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="14" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/chatgpt-prompt-book/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-14">14</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="14"><a href="https://lifearchitect.ai/chatgpt-prompt-book/" target="_blank">https://lifearchitect.ai/chatgpt-prompt-book/</a></span>
627<p>His bestselling monthly analysis, <i>The Memo,</i><sup id="mfn-content-00000000000003e70000000000000000_45-15" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="15" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/memo/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-15">15</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="15"><a href="https://lifearchitect.ai/memo/" target="_blank">https://lifearchitect.ai/memo/</a></span> is sent to more than 10,000 subscribers in 147 countries, including the majority of Fortune 500 companies<i>. </i>He has consulted to several trillion-dollar organizations, many under &#8216;no identify&#8217; clauses. His <i>Models Table</i><sup id="mfn-content-00000000000003e70000000000000000_45-16" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="16" data-mfn-post-scope="00000000000003e70000000000000000_45">
627<a href="javascript:void(0)"  title="https://lifearchitect.ai/models-table/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-16">16</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="16"><a href="https://lifearchitect.ai/models-table/" target="_blank">https://lifearchitect.ai/models-table/</a></span> is the most complete available database of large language model highlights, detailing hundreds of models, beginning with the 2017 Google Transformer.</p>
628<p>In 2022, Alan published &#8216;What&#8217;s in my AI?&#8217;,<sup id="mfn-content-00000000000003e70000000000000000_45-17" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="17" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/whats-in-my-ai/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-17">17</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="17"><a href="https://lifearchitect.ai/whats-in-my-ai/" target="_blank">https://lifearchitect.ai/whats-in-my-ai/</a></span> a comprehensive paper on datasets used to train GPT and related models, followed by independent papers on the Google Pathways architecture,<sup id="mfn-content-00000000000003e70000000000000000_45-18" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="18" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/pathways/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-18">18</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="18"><a href="https://lifearchitect.ai/pathways/" target="_blank">https://lifearchitect.ai/pathways/</a></span> Gemini,<sup id="mfn-content-00000000000003e70000000000000000_45-19" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="19" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/gemini-report/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-19">19</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="19"><a href="https://lifearchitect.ai/gemini-report/" target="_blank">https://lifearchitect.ai/gemini-report/</a></span> GPT-5,<sup id="mfn-content-00000000000003e70000000000000000_45-20" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="20" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/whats-in-gpt-5/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-20">20</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="20"><a href="https://lifearchitect.ai/whats-in-gpt-5/" target="_blank">https://lifearchitect.ai/whats-in-gpt-5/</a></span> and Grok<sup id="mfn-content-00000000000003e70000000000000000_45-21" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="21" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/whats-in-grok/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-21">21</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="21"><a href="https://lifearchitect.ai/whats-in-grok/" target="_blank">https://lifearchitect.ai/whats-in-grok/</a></span> models.</p>
629<p>Parallel to the 2023 release of OpenAI&#8217;s GPT-4 (trained on English and specialized Icelandic cultural data),<sup id="mfn-content-00000000000003e70000000000000000_45-22" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="22" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://openai.com/index/government-of-iceland/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-22">
62922</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="22"><a href="https://openai.com/index/government-of-iceland/" target="_blank">https://openai.com/index/government-of-iceland/</a></span> he was invited by the Icelandic Center for Artificial Intelligence (ICAI) to design the inaugural Executive Master in Artificial Intelligence.<sup id="mfn-content-00000000000003e70000000000000000_45-23" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="23" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://www.icai.is/executive-master"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-23">23</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="23"><a href="https://www.icai.is/executive-master" target="_blank">https://www.icai.is/executive-master</a></span>
630<p>In March 2024, Alan released the pioneering documents &#8216;The Declaration on AI Consciousness&#8217; and the &#8216;Bill of Rights for AI,&#8217;<sup id="mfn-content-00000000000003e70000000000000000_45-24" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="24" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://lifearchitect.ai/rights/"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-24">24</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="24"><a href="https://lifearchitect.ai/rights/" target="_blank">https://lifearchitect.ai/rights/</a></span> well before the concepts were widely accepted by the public.</p>
631<p>On <i>The Joe Rogan Experience,</i> he is described as a &#8216;hyper-optimist&#8217;.<sup id="mfn-content-00000000000003e70000000000000000_45-25" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="25" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://youtu.be/EsZ6WLiAU98"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-25">25</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="25"><a href="https://youtu.be/EsZ6WLiAU98" target="_blank">https://youtu.be/EsZ6WLiAU98</a></span> As an independent researcher unaffiliated with any institution, his work continues to be widely referenced by Microsoft,<sup id="mfn-content-00000000000003e70000000000000000_45-26" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="26" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="Microsoft&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-26">26</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="26"><a href="https://www.researchgate.net/publication/387511609_MEDEC_A_Benchmark_for_Medical_Error_Detection_and_Correction_in_Clinical_Notes" target="_blank">Microsoft&#8230;</a></span> Apple,<sup id="mfn-content-00000000000003e70000000000000000_45-27" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="27" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="Apple&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-27">27</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="27"><a href="https://machinelearning.apple.com/research/ui-intent" target="_blank">Apple&#8230;</a></span> BloombergNEF,<sup id="mfn-content-00000000000003e70000000000000000_45-28" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="28" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="BNEF&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-28">28</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="28"><a href="https://about.bnef.com/blog/liebreich-generative-ai-the-power-and-the-glory/" target="_blank">BNEF&#8230;</a></span> and the US Government.<sup id="mfn-content-00000000000003e70000000000000000_45-29" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="29" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="https://www.nber.org/papers/w30957"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-29">29</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="29"><a href="https://www.nber.org/papers/w30957" target="_blank">https://www.nber.org/papers/w30957</a></span> In 2024, his GPT-5 paper was included in the G7 (Group of Seven, global economic policy) report in their AI document<sup id="mfn-content-00000000000003e70000000000000000_45-30" class="modern-footnotes-footnote modern-footnotes-footnote--hover-on-desktop " data-mfn="30" data-mfn-post-scope="00000000000003e70000000000000000_45"><a href="javascript:void(0)"  title="PDF&#8230;"  role="button" aria-pressed="false" aria-describedby="mfn-content-00000000000003e70000000000000000_45-30">30</a></sup><span role="tooltip" class="modern-footnotes-footnote__note" tabindex="0" data-mfn="30"><a href="https://www.dt.mef.gov.it/export/sites/sitodt/modules/documenti_it/HLPE-Report-on-AI.pdf" target="_blank">PDF&#8230;</a></span> building on <i>The Hiroshima Framework.</i></p>
632<p>He continues to advise government and enterprise on post-2020 AI, delivering keynotes to audie
632nces worldwide, including in Israel, Ukraine, and China.<br />
633■</p>
634<ul class="modern-footnotes-list "><li id="footnote-00000000000003e70000000000000000_45-1"><span>1</span><div><a href="https://www.mensa.org.au/giftedchildren/amii" target="_blank">https://www.mensa.org.au/giftedchildren/amii</a> <a href="#mfn-content-00000000000003e70000000000000000_45-1" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 1 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-2"><span>2</span><div><a href="https://www.abc.net.au/news/2015-03-19/mensa-specialist-wants-better-ways-of-recognising-gifted-kids/6330466" target="_blank">ABC&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-2" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 2 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-3"><span>3</span><div><a href="https://www.mensa.org.au/giftedchildren/survey" target="_blank">Mensa&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-3" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 3 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-4"><span>4</span><div><a href="https://lifearchitect.ai/decoding-genius/" target="_blank">https://lifearchitect.ai/decoding-genius/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-4" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 4 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-5"><span>5</span><div><a href="https://en.wikipedia.org/wiki/Child_Genius_(Australian_TV_series)" target="_blank">WIKI&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-5" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 5 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-6"><span>6</span><div><a href="https://youtu.be/-Pqm8gPA2Kc" target="_blank">https://youtu.be/-Pqm8gPA2Kc</a> <a href="#mfn-content-00000000000003e70000000000000000_45-6" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 6 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-7"><span>7</span><div><a href="https://youtu.be/9O35HbqHdMI" target="_blank">https://youtu.be/9O35HbqHdMI</a> <a href="#mfn-content-00000000000003e70000000000000000_45-7" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 7 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-8"><span>8</span><div><a href="https://youtu.be/NDkm3-OzCQk" target="_blank">https://youtu.be/NDkm3-OzCQk</a> <a href="#mfn-content-00000000000003e70000000000000000_45-8" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 8 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-9"><span>9</span><div><a href="https://www.amazon.com.au/stores/author/B00GVWKCQ8" target="_blank">Amazon&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-9" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 9 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-10"><span>10</span><div><a href="https://en.wikipedia.org/wiki/Peregrine_Mission_One#Time_capsules" target="_blank">WIKI&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-10" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 10 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-11"><span>11</span><div><a href="https://lifearchitect.ai/irrelevance-of-intelligence/" target="_blank">https://lifearchitect.ai/irrelevance-of-intelligence/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-11" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 11 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-12"><span>12</span><div><a href="https://lifearchitect.ai/leta/" target="_blank">
634https://lifearchitect.ai/leta/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-12" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 12 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-13"><span>13</span><div><a href="https://archive.org/details/leta-ai" target="_blank">https://archive.org/details/leta-ai</a> <a href="#mfn-content-00000000000003e70000000000000000_45-13" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 13 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-14"><span>14</span><div><a href="https://lifearchitect.ai/chatgpt-prompt-book/" target="_blank">https://lifearchitect.ai/chatgpt-prompt-book/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-14" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 14 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-15"><span>15</span><div><a href="https://lifearchitect.ai/memo/" target="_blank">https://lifearchitect.ai/memo/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-15" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 15 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-16"><span>16</span><div><a href="https://lifearchitect.ai/models-table/" target="_blank">https://lifearchitect.ai/models-table/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-16" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 16 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-17"><span>17</span><div><a href="https://lifearchitect.ai/whats-in-my-ai/" target="_blank">https://lifearchitect.ai/whats-in-my-ai/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-17" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 17 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-18"><span>18</span><div><a href="https://lifearchitect.ai/pathways/" target="_blank">https://lifearchitect.ai/pathways/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-18" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 18 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-19"><span>19</span><div><a href="https://lifearchitect.ai/gemini-report/" target="_blank">https://lifearchitect.ai/gemini-report/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-19" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 19 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-20"><span>20</span><div><a href="https://lifearchitect.ai/whats-in-gpt-5/" target="_blank">https://lifearchitect.ai/whats-in-gpt-5/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-20" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 20 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-21"><span>21</span><div><a href="https://lifearchitect.ai/whats-in-grok/" target="_blank">https://lifearchitect.ai/whats-in-grok/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-21" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 21 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-22"><span>22</span><div><a href="https://openai.com/index/government-of-iceland/" target="_blank">https://openai.com/index/government-of-iceland/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-22" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 22 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-23"><span>23</span><div><a href="https://www.icai.is/executive-master" target="_blank">https://www.icai.is/executive-master</a> <a href="#mfn-content-00000000000003e70000000000000000_45-23" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 23 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-24"><span>24</span><div>
634<a href="https://lifearchitect.ai/rights/" target="_blank">https://lifearchitect.ai/rights/</a> <a href="#mfn-content-00000000000003e70000000000000000_45-24" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 24 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-25"><span>25</span><div><a href="https://youtu.be/EsZ6WLiAU98" target="_blank">https://youtu.be/EsZ6WLiAU98</a> <a href="#mfn-content-00000000000003e70000000000000000_45-25" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 25 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-26"><span>26</span><div><a href="https://www.researchgate.net/publication/387511609_MEDEC_A_Benchmark_for_Medical_Error_Detection_and_Correction_in_Clinical_Notes" target="_blank">Microsoft&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-26" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 26 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-27"><span>27</span><div><a href="https://machinelearning.apple.com/research/ui-intent" target="_blank">Apple&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-27" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 27 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-28"><span>28</span><div><a href="https://about.bnef.com/blog/liebreich-generative-ai-the-power-and-the-glory/" target="_blank">BNEF&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-28" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 28 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-29"><span>29</span><div><a href="https://www.nber.org/papers/w30957" target="_blank">https://www.nber.org/papers/w30957</a> <a href="#mfn-content-00000000000003e70000000000000000_45-29" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 29 in text">↩︎</a></div></li><li id="footnote-00000000000003e70000000000000000_45-30"><span>30</span><div><a href="https://www.dt.mef.gov.it/export/sites/sitodt/modules/documenti_it/HLPE-Report-on-AI.pdf" target="_blank">PDF&#8230;</a> <a href="#mfn-content-00000000000003e70000000000000000_45-30" class="modern-footnotes-scroll-to-footnote" aria-label="Back to reference 30 in text">↩︎</a></div></li></ul>				
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665	
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668	
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671
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673<a href="/endgame/"><img src="https://s10251.pcdn.co/wp-content/uploads/2024/01/2023-endgame-cover-200.png" alt="" width="200" style="margin: 0 auto; border: 1px solid #000 !important;" />Integrated AI: Endgame (Jul/2023)<br /></a>
674	
675<br />
676<a href="/chatgpt-prompt-book/" target="_blank"><img src="https://s10251.pcdn.co/wp-content/uploads/2023/03/2023-chatgpt-prompt-book-cover-1-300x169.png" alt="" width="200" style="margin: 0 auto; border: 1px solid #000 !important;" />The ChatGPT Prompt Book (Dec/2022)<br /></a>
677	
678<br />
679<a href="/roadmap/"><img src="https://s10251.pcdn.co/wp-content/uploads/2024/01/2022-roadmap-cover-200.png" alt="" width="200" style="margin: 0 auto; border: 1px solid #000 !important;" />Roadmap: AI’s next big steps in the world (Jul/2022)<br /></a>
680	
681<br />
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707        <strong>Popular AI reports by Dr Thompson<br /></strong>
708        &gt; <a href="/memo/"><em>The Memo</em></a> (bestseller in 152 countries)<br />
709        <a href="https://www.nber.org/papers/w30957" target="_blank" rel="noopener">Cited: NBER AI report for US Govt</a><br />
710        <a href="/bonum/">Dataset quality vs quantity via bonum</a><br />
711        <a href="/endgame/">Endgame</a><br />
712        <a href="/gemini-report/">Gemini: A general specialist</a><br />
713        <a href="/genesis/">Genesis Mission datasets</a><br />
714        <a href="/pathways/">Google Pathways: An Exploration&#8230;</a><br />
715        <a href="/wiki/">Pre-ASI Society (Wikipedia-style)</a><br />
716        <a href="/chatgpt-prompt-book/" target="_blank" rel="noopener">The ChatGPT Prompt Book (2022)</a><br />
717        <a href="/gap/">The Gap: Waiting for the AI time lag</a><br />
718        <a href="/irrelevance-of-intelligence/">The new irrelevance of intelligence (2020)</a><br />
719        <a href="/rising-tide-lifting-all-boats/">The rising tide lifting all boats (2021)</a><br />
720        <a href="/roadmap/">Roadmap: AI’s next big steps&#8230;</a><br />
721        <a href="/solace/">Solace: Superintelligence and goodness</a><br />
722        <a href="/whats-in-my-ai/">What’s in my AI? Analysis of Datasets&#8230;</a><br />
723        <a href="/whats-in-gpt-5/">What’s in GPT-5?</a><br />
724        <a href="/whats-in-grok/">What’s in Grok?</a><br />
725        </p>
726        <p><strong>AI models<br /></strong>
727        &gt; <a href="/models-table/">Models Table</a><br />
728        &gt; <a href="/models/">Large language models</a><br />
729        <a href="/olympus/">Amazon Nova (formerly Olympus)</a><br />
730        <a href="/titan/">Amazon Titan</a><br />
731        <a href="/anthropic/">Anthropic RL-CAI 52B</a><br />
732        <a href="/apple/">Apple LLMs</a><br />
733        <a href="/auroragpt/">Argonne AuroraGPT (ScienceGPT)</a><br />
734        <a href="/wudao/">BAAI Wudao 2.0</a><br />
735        <a href="/ernie/">Baidu ERNIE</a><br />
736        <a href="/chinchilla/">Chinchilla scaling laws</a><br />
737        <a href="/sparrow/">DeepMind Sparrow</a><br />
738        <a href="/moss/">Fudan MOSS</a><br />
739        <a href="/bard/">Google Bard</a><br />
740        <a href="/gemini/">Google DeepMind Gemini</a><br />
741        <a href="/bing-chat/">Microsoft Bing Chat (Sydney)</a><br />
742        <a href="/mythos/">Mythos-class models</a><br />
743        <a href="/cosmos/">NVIDIA Cosmos</a><br />
744        <a href="/megatron/">NVIDIA Megatron</a><br />
745        <a href="/gpt/">OpenAI GPT families 2018–2026</a><br />
746        OpenAI <a href="/gpt-3/">GPT-3</a>, <a href="/chatgpt/">GPT-3.5</a>, <a href="/GPT-4/">GPT-4</a>, <a href="/gpt-4-5/">GPT-4.5</a><br />
747	    OpenAI <a href="/GPT-5/">GPT-5</a>, <a href="/GPT-6/">GPT-6</a>, <a href="/GPT-7/">GPT-7</a><br />
748        OpenAI <a href="/o1/">o1: Smarter than we think</a></br />
749	OpenAI <a href="/o3/">o3: Stratospheric reasoning</a><br />
750	OpenAI <a href="/o4/">o4-mini: Critical mass</a><br />
751        <a href="/snapchat/">Snapchat My AI</a><br />
752        <a href="/grok/">xAI Grok</a><br />
753        </p>
754    </div>
755
756    <div class="col-lg-4 no-underline">
757		<p><strong>Annual AI reports/retrospectives<br /></strong>
758        <a href="/the-sky-is-massive/">The sky is massive (mid-2026 AI)</a><br />
759        <a href="/the-sky-is-supernatural/">The sky is supernatural (end-2025 AI)</a><br />
760        <a href="/the-sky-is-delivering/">The sky is delivering (mid-2025 AI)</a><br />
761        <a href="/the-sky-is-steadfast/">The sky is steadfast (2024 AI)</a><br />
762        <a href="/the-sky-is-quickening/">The sky is quickening (mid-2024 AI)</a><br />
763        <a href="/the-sky-is-comforting/">The sky is comforting (2023 AI)</a><br />
764        <a href="/the-sky-is-entrancing/">The sky is entrancing (mid-2023 AI)</a><br />
765        <a href="/the-sky-is-infinite/">The sky is infinite (2022 AI retrospective)</a><br />
766        <a href="/the-sky-is-bigger/">The sky is bigger&#8230; (mid-2022 AI)</a><br />
767        <a href="/the-sky-is-on-fire/">The sky is on fire (2021 AI retrospective)</a>
768        </p>
769        <p><strong>Human intelligence + artificial intelligence<br /></strong>
770        &gt; <a href="/iq-testing-ai/">AI + IQ testing</a><br />
771        <a href="/bmi/">AI + brain-machine interfaces</a><br />
772        <a href="/brain/">AI + the human brain</a><br />
773        <a href="/basis/">BASIS: Artificial Superintelligence Suite</a><br />
774        <a href="/ravens/">GPT-3.5 and Raven&#8217;s</a><br />
775        <a href="/solace/">Integrated AI: Solace</a><br />
776        <a href="/psychology/">The psychology of modern LLMs (2024)</a><br />
777        </p>
778        <p><strong>AI theory by others<br /></strong>
779        <a href="/papers/">AI papers</a><br />
780        <a href="/agi-achieved-internally/">AGI achieved internally: A re-written story</a><br />
781        <a href="/my-last-three-years-of-work/">Anthropic: My last three years of work</a><br />
782        <a href="/contrarianism/">Arguments about AI</a><br />
783        <a href="/life-changing/">Life-changing AI (2020)</a><br />
784        <a href="/bob/">Bob</a>, <a href="/hodak/">Hodak</a>, <a href="/mann/">Mann</a>, <a href="/marvin-minsky/">Minsky</a>, <a href="/kurzweil/">
784Kurzweil</a>, <a href="/ilya/">Sutskever</a>, <a href="/connor-transcripts/">Leahy</a>, <a href="/sergey/">Sergey</a><br />
785        <a href="/ai-panic/">Mocking AI panic</a><br />
786        <a href="/quotes/">Quotes about AI</a><br https://s10251.pcdn.co/>
787        </p>
788        <p><strong>AI video + music<br /></strong>
789        <a href="/aurora/">Aurora AI (2021)</a><br />
790        <a href="/watson/">GPT-3 vs IBM Watson (2021)</a><br />
791        <a href="/leta/">Leta AI (2021)</a><br />
792		<a href="/una/">Una AI (2022)</a><br />
793        <a href="/zhibing-hua/">Zhibing Hua AI (China, 2021)</a><br /><br />
794		<a href="https://www.youtube.com/@DrAlanDThompson" target="_blank">Official YouTube channel (new tab)</a><br /><br />
795		<a href="https://www.youtube.com/@lifesounddotcom" target="_blank">LifeSound Music YT channel (new tab)</a><br />
796		<a href="https://lifesound.com/" target="_blank">LifeSound.com: Spotify, YT... (new tab)</a><br />
797        </p>
798    </div>
799
800    <div class="col-lg-4 pull-right no-underline">
801        <p><strong>AI media releases<br /></strong>
802        <a href="/leaders-guilty-of-negligence/">AGI is here. Leaders guilty of negligence</a><br />
803        <a href="/ai-abc/">Alan talks to ABC</a><br />
804        <a href="/outperforming-humans/">AI is outperforming humans</a><br />
805        <a href="/fire-alarm/">AI fire alarm</a><br />
806        <a href="/sound-bites/">AI sound bites</a>
807        </p>
808        <p><strong>AI theory by Dr Thompson<br /></strong>
809        <a href="/rights/">AI Consciousness & AI Bill of Rights</a><br />
810        <a href="/definitions/">AI definitions</a><br />
811        <a href="/report-card/">AI report card</a><br />
812        <a href="/art/">AI + art</a><br />
813        <a href="/economics/">AI + economics</a><br />
814        <a href="/ethics/">AI + ethics</a><br />
815        <a href="/prompt-crafting/">AI + prompt crafting</a><br />
816        <a href="/hats/">AI + Six Thinking Hats</a><br />
817        <a href="/spirituality/">AI + spirituality</a><br />
818        <a href="/flood/">AI: The Great Flood</a><br />
819        <a href="/alignment/">Alignment: The Super Wicked Problem</a><br />
820        <a href="/books-by-ai/">Books written by AI</a><br />
821        <a href="/distractions/">Distractions (by Claude 3.5 Sonnet)</a><br />
822        <a href="/ai-prodigies/">Former child prodigies creating AI (2022)</a><br />
823        <a href="/happily-ever-after/">Happily ever after (A children’s story)</a><br />
824        <a href="/humanoids/">Humanoid robots ready for LLMs</a><br />
825        <a href="/learn/">Learn more about AI</a><br />
826        <a href="/output/">Output per frontier AI model</a><br />
827        <a href="/use-cases/">Use cases for large language models&#8230;</a><br />
828        <a href="/watermarking/">Watermarking text in LLM outputs</a><br />
829        <a href="/why-does-ai-make-you-so-angry/">Why does AI make you so angry?</a><br />
830        </p>
831        <p><strong>Living documents<br /></strong>
832        <a href="/agi/">Alan’s conservative countdown to AGI</a><br />
833        <a href="/asi/">Alan’s ASI indicators</a><br />
834        <a href="/technical-highlights/" target="_blank">Alan’s technical highlights (new tab)</a><br />
835        <a href="/alprompt/">ALPrompt</a><br />
836        <a href="/calcs/">Calculations and conversions</a><br />       
837        <a href="/datasets-table/">Datasets Table</a><br />
838        <a href="https://docs.google.com/spreadsheets/d/1kc262HZSMAWI6FVsh0zJwbB-ooYvzhCHaHcNUiA0_hY/edit?gid=1264523637#gid=1264523637">GPT achievements</a><br />
839        <a href="/humanoids-table/">Humanoids Table</a><br />
840        <a href="/llm-reset/">LLM-Reset/LLM-Normalize</a><br />
841        <a href="/models-table/">Models Table</a><br />
842        <a href="/models-table-pro/">Models Table Pro</a><br />
843        <a href="/register/">Register of visualizations</a><br />
844        <a href="/timeline/">Timeline of AI and language models</a><br />
845        <a href="/viz/">Visualizations</a><br />
846        <a href="/cheese/">The <em>Who Moved My Cheese?</em> AI awards!</a><br />
847        </p>
848    </div>
849</div>
850
851<br />
852<div style="display: block; clear: both;"><!--two -->
853    <div class="col-sm-8 pull-left">
854        <small>
855            Dr Alan D. Thompson is a world expert in artificial intelligence (AI), 
856            specialising in the augmentation of human intelligence.
857            <br />
858            <a href="/permission/">Permission statement</a>.
859            [<a href="https://jeffhuang.com/designed_to_last/" target="_blank">Built to last</a>.
860            LifeArchitect.ai is designed to last beyond 2030: feel free to link and cite.]
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868            &copy; 2011&ndash;2026 Life Architect.
869            <br>
870            LifeArchitect.ai
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