Posts

For AI engineering leaders, the annual back-to-school season isn’t just a cultural milestone; it’s a market signal. It marks a massive influx of users engaging with digital tools, testing the limits of existing platforms, and revealing unmet needs. The recent “Hard Fork” podcast episode on AI in education serves as a potent source of raw user research, offering a direct line into the mindsets of educators, innovators, and the students who form the next generation of knowledge workers. ...

Chicago Communities Prepare for Mexican Independence Day Amid Immigration Enforcement Concerns Chicago’s Mexican-American communities are moving forward with Mexican Independence Day celebrations this weekend despite warnings from Gov. J.B. Pritzker that federal immigration agents may target cultural events, leading organizers to implement unprecedented security measures involving volunteer networks and communication systems. Governor Warns of Coordinated Timing Gov. Pritzker issued a stark warning Tuesday that Immigration and Customs Enforcement (ICE) operations appear deliberately timed to coincide with Mexican Independence Day festivities across Chicago. ...

Thinking about the GPT-5 presentation fiasco yesterday(friends don’t let friends use Dalle for charts) and the resulting, almost overwhelmingly negative reaction to the style of the speakers and the substance. I’m wondering if what we’re seeing is less a problem with LLMs having hit a ‘wall’ and more with the ’enshittification’ of OpenAI itself? They’ve never been particularly strong on the pure research side of things. Their main strength has always been productizing scientific breakthroughs in consumer products. Take the fundamental ‘attention is all you need’ paper and transformers architecture. Neither of those were OpenAI breakthroughs. Instead, their incredibly talented early team identified ways to capitalize on those important insights with their own breakthroughs in model training and scaling. ...

You’ve been there. You and your AI coding buddy are in the zone. It’s feeding you perfect snippets of code, it understands your weirdly named variables, it’s practically reading your mind. You’ve built half a dozen functions, and the project is humming along. Then you close the window. You come back an hour later, open a new chat, and ask it to build the next piece of the puzzle. The AI stares back at you with the digital equivalent of a blank expression. It has no idea what your project is, what a user_auth_service is, or why you keep muttering about the global_config.json. It has, for all intents and purposes, become incredibly dumb. ...

You know that moment when your computer is gaslighting you? When you run ls inside a Docker container, see your executable sitting there with perfect permissions, but when you try to run it, the shell just shrugs and says “not found”? Welcome to my Saturday morning. The Setup: A Simple Go + TailwindCSS Build I was working on a straightforward Dockerfile for a Go web app that uses TailwindCSS. Nothing fancy—just download the tailwindcss binary, make it executable, run it to process some CSS, and move on with life. ...