{"id":97894,"date":"2026-02-18T15:43:10","date_gmt":"2026-02-18T20:43:10","guid":{"rendered":"https:\/\/danielschristian.com\/learning-ecosystems\/?p=97894"},"modified":"2026-02-18T15:54:17","modified_gmt":"2026-02-18T20:54:17","slug":"something-big-is-happening-shumer-reflections-on-it-by-the-big-questions-institute","status":"publish","type":"post","link":"http:\/\/danielschristian.com\/learning-ecosystems\/2026\/02\/18\/something-big-is-happening-shumer-reflections-on-it-by-the-big-questions-institute\/","title":{"rendered":"Something Big is Happening\u00a0[Shumer] + reflections on it by the BIG Questions Institute"},"content":{"rendered":"

Something Big Is Happening<\/strong> <\/a>— from shumer.dev by Matt Shumer; see below from the BIG Questions Institute, where I got this article from<\/em><\/span><\/p>\n

I’ve spent six years building an AI startup and investing in the space. I live in this world. And I’m writing this for the people in my life who don’t… my family, my friends, the people I care about who keep asking me “so what’s the deal with AI?” and getting an answer that doesn’t do justice to what’s actually happening. I keep giving them the polite version. The cocktail-party version. Because the honest version sounds like I’ve lost my mind. And for a while, I told myself that was a good enough reason to keep what’s truly happening to myself. But the gap between what I’ve been saying and what is actually happening has gotten far too big. The people I care about deserve to hear what is coming, even if it sounds crazy.<\/strong><\/span><\/p><\/blockquote>\n

…<\/span>
\nThey’ve now done it. And they’re moving on to everything else.<\/span><\/strong><\/p>\n

The experience that tech workers have had over the past year, of watching AI go from “helpful tool” to “does my job better than I do”, is the experience everyone else is about to have. Law, finance, medicine, accounting, consulting, writing, design, analysis, customer service.<\/strong> <\/span>Not in ten years. The people building these systems say one to five years. Some say less. And given what I’ve seen in just the last couple of months, I think “less” is more likely.
\n…<\/p>\n

The models available today are unrecognizable from what existed even six months ago. The debate about whether AI is “really getting better” or “hitting a wall” \u2014 which has been going on for over a year \u2014 is over. It’s done. Anyone still making that argument either hasn’t used the current models, has an incentive to downplay what’s happening, or is evaluating based on an experience from 2024 that is no longer relevant. I don’t say that to be dismissive. I say it because the gap between public perception and current reality is now enormous, and that gap is dangerous… because it’s preventing people from preparing.<\/strong><\/span><\/p><\/blockquote>\n

\n

What “Something Big Is Happening” Means for Schools<\/strong><\/a> — from\/by the BIG Questions Institute
\nMatt Shumer\u2019s newsletter post\u00a0Something Big is Happening<\/em><\/a><\/strong>\u00a0has been read over 80 million times within the week when it was published, on February 9.
\n…
\nStill, it\u2019s worth reading Shumer\u2019s post. Given the claims and warnings in\u00a0Something Big Is Happening<\/em> (and countless other articles), how would you truly, honestly respond to these questions:<\/p>\n