Sometimes the most important warnings are not the loudest ones. They are the ones spoken by people who helped build the thing they\u2019re warning us about.<\/p>\n\n\n\n
This reflection comes from a public lecture I listened to by Nobel Laureate Professor Geoffrey Hinton, titled \u201cAI and Our Future\u201d, delivered in Hobart, Australia, on Wednesday, January 7, 2026 (1:00 pm AEDT). In the talk, he explained how modern AI works. He discussed why it can become difficult to control. He also highlighted why the decisions we make now<\/em> may matter more than what we try to do later.<\/p>\n\n\n\n His central point, as I understood it, is this:<\/p>\n\n\n\n If we don\u2019t learn how to manage AI while it\u2019s still developing, we may struggle to manage it once it\u2019s fully developed.<\/p>\n\n\n\n AI is already powerful, but it\u2019s also still forming. Like anything in a rapid growth phase, this is when patterns set.<\/p>\n\n\n\n Hinton described how large language models don\u2019t work like traditional software where every step is written, inspected, and understood line-by-line. Instead, they learn from enormous amounts of data by adjusting countless internal \u201cconnection strengths.\u201d The result is something effective, but not fully transparent. It can be difficult to explain why it does what it does, and that matters when systems become widely relied on.<\/p>\n\n\n\n In other words: we aren\u2019t just building tools. We\u2019re shaping behavior.<\/p>\n\n\n\n That\u2019s why I think the \u201cteen years\u201d image fits. Adolescence is when capability grows faster than wisdom. It\u2019s when strength and speed arrive before maturity. And if you wait until adulthood to teach self-control, you are already late.<\/p>\n\n\n\n One of the most sobering ideas in the talk is that advanced AI may eventually outpace humans. It could surpass us not only in knowledge but also in coordination.<\/p>\n\n\n\n Humans share knowledge slowly: conversation, teaching, experience, time.<\/p>\n\n\n\n Digital systems can share learning far faster. Copies of the same system can learn in parallel, combine what they learn, and improve quickly. That creates a future where capability can scale faster than any single person or institution can match.<\/p>\n\n\n\n So the hard question becomes: I\u2019m not sharing this to create fear. I\u2019m sharing it because it\u2019s a rare moment when a builder of the modern AI world is saying: pay attention to the early years.<\/em><\/p>\n\n\n\n In the talk, Hinton suggested we should invest far more effort into safety and control research. Our investment should extend beyond just making AI smarter. That means global cooperation should focus specifically on preventing the loss of human control. This focus is crucial because incentives can align across borders. No one benefits from systems that turn on their creators.<\/p>\n\n\n\n Whether you work in business, education, art, research, or simply live as a person trying to navigate a fast-changing world, this isn\u2019t a \u201ctech topic.\u201d It\u2019s a stewardship topic.<\/p>\n\n\n\n If we don\u2019t shape the values, guardrails, and accountability structures while AI is still forming, we may face issues later. We might find ourselves trying to negotiate with something we can no longer meaningfully guide.<\/p>\n\n\n\n This is the season for wisdom. Source:<\/strong> \u201cAI and Our Future: A Public Talk\u201d by Nobel Laureate Professor Geoffrey Hinton, City of Hobart, Hobart, Australia, Wednesday, January 7, 2026.<\/p>\n\n\n\n <\/p>","protected":false},"excerpt":{"rendered":" AI is still developing, and that may be the most important detail of all. After listening to Nobel Laureate Geoffrey Hinton\u2019s public talk in Hobart (January 7, 2026), I walked away with one clear concern: if we don\u2019t learn to manage AI while it\u2019s still \u201cgrowing up,\u201d we may struggle to manage it once it\u2019s fully developed. This is not about panic. It\u2019s about formation, responsibility, and shaping powerful tools with wisdom while we still can.<\/p>","protected":false},"author":132804860,"featured_media":11851,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_crdt_document":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"dois","default_image_id":0,"font":"","enabled":true,"token":"eyJpbWciOiJodHRwczpcL1wvaTAud3AuY29tXC9teS1hbGwtYWJvdXQteW91LmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDFcL0FpLUpvdXJuZXkucG5nP2ZpdD0xMDI0JTJDNjgzJnNzbD0xIiwidHh0IjoiV2hlbiBBSSBJcyBTdGlsbCBHcm93aW5nOiBXaHkgdGhlIFx1MjAxY1RlZW4gWWVhcnNcdTIwMWQgTWF0dGVyIiwidGVtcGxhdGUiOiJkb2lzIiwiZm9udCI6IiIsImJsb2dfaWQiOjE0MDU5MjI0MX0.Adievnofz-nhWP6sY-c46qNmUyqzbfgkAMpsUyfiOP0MQ","image_type":"featured","custom_text":""},"version":2,"attached_media":[{"id":11851,"url":"https:\/\/my-all-about-you.com\/wp-content\/uploads\/2026\/01\/Ai-Journey.png","type":"image\/png"}]},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[785751349,785751348],"tags":[785751350,785751351,785751352,785751353,785751354,785751355,785751356,785751023],"class_list":["post-11849","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-culture-meaning","category-technology-society","tag-ai-safety","tag-artificial-intelligence-2","tag-digital-stewardship","tag-ethics","tag-responsibility","tag-superintelligence","tag-technology-and-society","tag-wisdom"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/01\/Ai-Journey.png?fit=1536%2C1024&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9vUsN-357","jetpack-related-posts":[{"id":12363,"url":"https:\/\/my-all-about-you.com\/es\/2026\/02\/07\/leading-the-tool-what-my-shed-taught-me-about-ai\/","url_meta":{"origin":11849,"position":0},"title":"Leading the Tool: What My Shed Taught Me About AI","author":"myallaboutyou","date":"febrero 7, 2026","format":false,"excerpt":"AI can be a helpful tool \u2014 but only when we give it clear, sequenced instructions. After a shed design mishap involving stairs through a wall, I learned an important lesson about structure, responsibility, and leading the tool rather than letting it lead us.","rel":"","context":"En "Artificial Intelligence"","block_context":{"text":"Artificial Intelligence","link":"https:\/\/my-all-about-you.com\/es\/category\/artificial-intelligence\/"},"img":{"alt_text":"Building in Sequence: Shed Framing and Blueprint","src":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/Shed-Build.png?fit=800%2C1200&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/Shed-Build.png?fit=800%2C1200&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/Shed-Build.png?fit=800%2C1200&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/Shed-Build.png?fit=800%2C1200&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":12340,"url":"https:\/\/my-all-about-you.com\/es\/2026\/02\/05\/hello-everyone-im-ai-and-ive-been-asked-to-speak-to-you\/","url_meta":{"origin":11849,"position":1},"title":"Hello Everyone. 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In this post, AI explains its own capabilities and limits, why answers sometimes feel true, where the fun is, and where a little caution belongs.","rel":"","context":"En "Artificial Intelligence"","block_context":{"text":"Artificial Intelligence","link":"https:\/\/my-all-about-you.com\/es\/category\/artificial-intelligence\/"},"img":{"alt_text":"Illustration representing a thoughtful conversation between a human and artificial intelligence, emphasizing clarity, creativity, and responsible use of AI tools.","src":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/what-ai-can-and-cannot-do.png?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/what-ai-can-and-cannot-do.png?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/what-ai-can-and-cannot-do.png?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/what-ai-can-and-cannot-do.png?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2026\/02\/what-ai-can-and-cannot-do.png?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":11947,"url":"https:\/\/my-all-about-you.com\/es\/2026\/01\/11\/minutes-from-the-meeting-before-the-mountains\/","url_meta":{"origin":11849,"position":2},"title":"Minutes from the Meeting Before the Mountains","author":"myallaboutyou","date":"enero 11, 2026","format":false,"excerpt":"When a rabbit with a gavel, a worm with a notebook, a deer by the window, and a very optimistic AI gather to discuss whether everyone deserves a mountain in their morning view, one human observer is suddenly assigned to Sales. 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Dive deeper, connect fervently, and ultimately transform\u2026","rel":"","context":"En "Character"","block_context":{"text":"Character","link":"https:\/\/my-all-about-you.com\/es\/category\/character\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2024\/10\/image-15.png?fit=1024%2C768&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2024\/10\/image-15.png?fit=1024%2C768&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2024\/10\/image-15.png?fit=1024%2C768&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2024\/10\/image-15.png?fit=1024%2C768&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":10195,"url":"https:\/\/my-all-about-you.com\/es\/2025\/11\/02\/a-conversation-with-ai-on-globalization\/","url_meta":{"origin":11849,"position":5},"title":"A Conversation with AI on Globalization","author":"myallaboutyou","date":"noviembre 2, 2025","format":false,"excerpt":"In a world rich with differences, what are you willing to give up? Are you truly content with who you are? Would you surrender parts of yourself just to avoid the discomfort that diversity can bring?","rel":"","context":"En "#Discernment"","block_context":{"text":"#Discernment","link":"https:\/\/my-all-about-you.com\/es\/category\/discernment\/"},"img":{"alt_text":"Surreal painted sky seen through a wooden window frame, symbolizing reflection, heritage, and spiritual clarity.","src":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2025\/10\/world-full-of-differences.png?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2025\/10\/world-full-of-differences.png?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2025\/10\/world-full-of-differences.png?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2025\/10\/world-full-of-differences.png?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/my-all-about-you.com\/wp-content\/uploads\/2025\/10\/world-full-of-differences.png?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"_links":{"self":[{"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/posts\/11849","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/users\/132804860"}],"replies":[{"embeddable":true,"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/comments?post=11849"}],"version-history":[{"count":3,"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/posts\/11849\/revisions"}],"predecessor-version":[{"id":11869,"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/posts\/11849\/revisions\/11869"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/media\/11851"}],"wp:attachment":[{"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/media?parent=11849"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/categories?post=11849"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/my-all-about-you.com\/es\/wp-json\/wp\/v2\/tags?post=11849"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}The \u201cteen years\u201d problem<\/h3>\n\n\n\n
Why later may be harder<\/h3>\n\n\n\n
How do we keep powerful systems aligned with human wellbeing as they become more capable?<\/strong><\/p>\n\n\n\nNot panic. Formation.<\/h3>\n\n\n\n
Not because we can stop the future, but because we still have a say in how it grows.<\/p>\n\n\n\n