{"id":110928,"date":"2026-07-19T09:09:11","date_gmt":"2026-07-19T09:09:11","guid":{"rendered":"https:\/\/www.europesays.com\/ai\/110928\/"},"modified":"2026-07-19T09:09:11","modified_gmt":"2026-07-19T09:09:11","slug":"reading-the-tea-leaves-on-ai","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ai\/110928\/","title":{"rendered":"Reading The Tea Leaves On AI"},"content":{"rendered":"<p>     <a href=\"https:\/\/s.yimg.com\/lo\/mysterio\/api\/C52C15839B001A1DEFE13AF31EF57F135979EA56964EAF7A4F1DB89E1CCD499F\/subgraphmysterio\/resizefit_w960;quality_80;format_webp\/https:%2F%2Fmedia.zenfs.com%2Fen%2Fforbes_contributor_845%2F036a9d5e77e5933bd829fc953ce29d26\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/ywAAAAAAQABAAACAUwAOw==\" alt=\"Growth strategy busines trend concept. Businessman hand on arrow investment icon. Increase sale marketing, increase success potential, soar rocket towards wealth. Competitive business goal plan\" height=\"499\" width=\"959\" class=\"yf-lglytj loader\"\/><\/a> Growth strategy busines trend concept. getty           <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">As we continue to ask &#8220;what&#8217;s happening with AI?&#8221; we also continue to ask the harder question: &#8220;what&#8217;s about to happen?&#8221;  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">It&#8217;s easier to look around right now, and see what we can do with the technology that we already have. Many would say that in some key senses, we&#8217;re already close to artificial general intelligence (AGI) or the &#8220;singularity,&#8221; a somewhat dreaded threshold where AI advances past us as humans, cognitively. But it&#8217;s harder to extrapolate into even the near future, for instance, 2027.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">What do we have in the way of this new technology scrying?  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Well, I want to go back to something that I&#8217;ve covered before, one of the more colorful, elaborate sets of predictions from Daniel Kokotajlo, who has appeared at some of our MIT events, and a team of experts,<a href=\"https:\/\/ai-2027.com\/\" data-ylk=\"slk:titled%20simply%20%22AI%202027%22.;elm:context_link;itc:0;sec:content-canvas;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;titled simply \\&quot;AI 2027\\&quot;.&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"> titled simply &#8220;AI 2027&#8221;.<\/a>  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">In this detailed scenario, by 2027, a fictional company called OpenBrain has released something called &#8220;Agent 2&#8221; and the authors present this potential outcome for the year 2027:  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;With new capabilities come new dangers. The safety team finds that if Agent-2 somehow escaped from the company and wanted to &#8216;survive&#8217; and &#8216;replicate&#8217; autonomously, it might be able to do so. That is, it could autonomously develop and execute plans to hack into AI servers, install copies of itself, evade detection, and use that secure base to pursue whatever other goals it might have. Results only show that the model has the capability to do these tasks, not whether it would &#8216;want&#8217; to do this. Still, it&#8217;s unsettling even to know this is possible.&#8221;  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">As I said, this set of predictions, in the form of a multi-page essay, is very detailed. Some other forecasts are broader. I&#8217;m reminded of an interview I did with Andy McAfee at a recent TED talk event, where we discussed his theories on how AI will turn out by next year.  <\/p>\n<p>        Three Scenarios          <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">First, McAfee made three predictions.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">The first one was, in general, a prediction of prosperity, that AI will not &#8220;take away jobs,&#8221; but complement human value.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;I&#8217;m not worried about the AI job-pocalypse,&#8221; he said. &#8220;I am pretty sure that AI is the best skill delivery tool that we humans have ever come up with.&#8221;  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">He explained:  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;I am suddenly pretty competent at writing code. Everybody has this matching tool to help them realize their ambitions, so skills entrepreneurship is going to go up, prices are going to go down\u2026&#8221;  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Another of McAfee&#8217;s predictions was &#8220;higher levels of human flourishing&#8221;.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;Our lives are being bettered because of AI, and in general, this wave of technological progress that we continue to under-appreciate,&#8221; he said.  <\/p>\n<p>    Story continues  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">How about the third one? In a bit of a pivot, McAfee&#8217;s third prediction was that as we see these advances, we&#8217;re going to keep whining about it.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;We are still going to emphasize the negative,&#8221; he said. &#8220;We&#8217;re going to sit here, we&#8217;re going to complain about the terrible bad things that are happening, and we&#8217;re going to be professional pessimists and downers about this period of progress they&#8217;re living through. And that, that, that negative cheerleading is unfortunately going to be led by people from fancy universities, because the way you signal how smart you are for a fancy university is by being more pessimistic.&#8221;  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">He also went into some of the more gloomy projections about SkyNet or hostile, lethal AI:  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;We spend too much time problematizing instead of analyzing,&#8221; McAfee contended. &#8220;We pick on the thing that might go wrong, and we spend all of our time talking about this. The fact that we still have this somewhat serious discussion is, is the AI going to kill us all? This is bizarre. If you&#8217;re going to make an extraordinary claim like that, the onus is on you to provide some evidence about AI rising up inadvertently, deliberately, and killing us all. I haven&#8217;t seen that evidence anywhere, but yet we&#8217;re still bogged down in this nonsense conversation.&#8221;  <\/p>\n<p>          From California to New England and Beyond         <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Later in the discussion, I asked McAfee about how big companies, traditional companies that move slowly, will do now that three people can do what a workforce of, say, a thousand, did before AI.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">Pinpointing the source of much of the current innovation in a &#8220;small peninsula&#8221; in California, McAfee said he hopes to be wrong about the challenges that latecomers face.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;The incumbent economy, the legacy economy, the 20th century economy \u2026 they&#8217;re growing, they&#8217;re becoming more productive,&#8221; he said. &#8220;Are they ready for the wave of disruption that is coming at them? We&#8217;re in the early innings of a whole lot of change in the business world. I&#8217;ll say it one more time. We&#8217;re going to be the beneficiaries of that change, but there is going to be some turbulence and some headwinds involved for historically successful companies.&#8221;  <\/p>\n<p>       Movers and Shakers         <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">In response to one of my questions on adoption, McAfee had this to say about a vanguard of people who find themselves at or near the forefront of today&#8217;s AI revolution:  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">&#8220;There&#8217;s this crop of people who we probably would not have predicted in advance, who are super-enthusiastic about this new toolkit, and they&#8217;re the power users or the evangelists of the people who are on the fence, or who find it super-intimidating. You know, the discussion about agents and orchestration and coordination and your markup files, all of that&#8217;s intimidating, right? I still find it a little bit intimidating, largely because it changes so quickly.&#8221;  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">His closing remarks has to do with valuing people, giving them platforms, and eliminating barriers to AI adoption.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">I think those are good goals, especially in light of what we already see. As McAfee noted, people are intimidated. They are threatened. And when they feel threatened, people don&#8217;t make the best choices. They hesitate. They lack the confidence that is going to lead us to better outcomes.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">So let&#8217;s move forward together, picking each other up when we stumble. AI doesn&#8217;t have to be this travesty. As McAfee points out, the building blocks are there. It&#8217;s the builders we need.  <\/p>\n<p class=\"text text-block paragraph text-left neo-font-paragraph-xl-reg  yf-18d6y07\" style=\"text-decoration: none; font-style: normal; text-transform: none; text-align: inherit; font-variant-numeric: normal;\">This article was originally published on <a href=\"https:\/\/www.forbes.com\/sites\/johnwerner\/2026\/07\/19\/reading-the-tea-leaves-on-ai\/\" data-ylk=\"slk:Forbes.com;elm:context_link;itc:0;sec:content-canvas;source:content-canvas%20default\" data-yga=\"{&quot;yLinkText&quot;:&quot;Forbes.com&quot;,&quot;yLinkElement&quot;:&quot;context_link&quot;,&quot;yModuleName&quot;:&quot;content-canvas&quot;,&quot;yTrafficOrigin&quot;:&quot;content-canvas default&quot;}\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Forbes.com<\/a>  <\/p>\n","protected":false},"excerpt":{"rendered":"Growth strategy busines trend concept. getty As we continue to ask &#8220;what&#8217;s happening with AI?&#8221; we also continue&hellip;\n","protected":false},"author":2,"featured_media":110929,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[24,2150,25,25664,42203],"class_list":["post-110928","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai","tag-ai","tag-ai-revolution","tag-artificial-intelligence","tag-mcafee","tag-predictions"],"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/110928","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/comments?post=110928"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/110928\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media\/110929"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media?parent=110928"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/categories?post=110928"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/tags?post=110928"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}