2nd Order Thinkers.

Micron's customers just signed $100 billion in take-or-pay contracts: commitments to pay whether or not they take delivery. That's not enthusiasm. That's what real fear of a shortage looks like in writing. More at https://www.2ndorderthinkers.com/ This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.2ndorderthinkers.com/subscribe

Musk’s Weekend Decision That Could Reshape AI Coding Musk had 30 days to decide whether to purchase Cursor. He used only a weekend. Rewind. If the only tech news that mattered last week was SpaceX’s largest public offering in history, then the one piece of tech news to know this week is SpaceX’s acquisition of Cursor. This is pretty much a done deal, something they were already planning since Apri...

From village matchmakers to dating apps, the job of the dating 'tech' never changed: gather information, open a channel, verify intent. What's never been for sale is standing out and staying together — until AI companions make both unnecessary, by removing the other person. More at https://www.2ndorderthinkers.com/ If you've ever explained to someone why you flinched when they asked how you met yo...

Dario Amodei says AI could wipe out half of entry-level white-collar jobs. In this episode, I test that claim against company surveys, layoff data, unemployment figures, and a first-principles framework for how jobs actually work. The argument: most AI adoption still automates tasks, not whole roles, and much of the layoff narrative is better understood as post-pandemic restructuring wrapped in AI...

Every team that won the Gemini 3 Hackathon built a workaround for something AI can't do. That's not a coincidence — it's the pitch, read backward. I looked at all three winning products: a supply chain crisis tool, a disaster triage system, and an assistive navigation app. Each one won by designing around an AI failure — and each workaround comes with a cost the sales deck doesn't mention. More of...

What if learning more AI tools is the worst way to prepare for the AI era? AI was supposed to save us time. But for many people, it has created a second job: checking outputs, fixing mistakes, comparing tools, re-rolling prompts, and trying not to fall behind. In this episode, I look at new research from BCG/HBR and Google DORA on AI burnout, mental fatigue, and the hidden cost of “productivity.”...

Anthropic and OpenAI just made the same move within days of each other: Partner with some of the largest private equity firms on earth to deploy AI directly into portfolio companies. On paper, this sounds like “democratizing AI transformation.” In reality, it might be the beginning of a new kind of corporate dependency model, where the same people deciding companies need AI are also financially in...

Episode summary Anthropic's automated systems suspended every Claude account at a 110-person company — all at once, no warning. While the team was locked out, their API keys kept billing. They couldn't view their own usage data because their email addresses had been banned. This episode breaks down exactly what happened, what the terms every Claude customer already signed actually permit, and four...

✉️ Stay Updated With 2nd Order Thinkers: https://www.2ndorderthinkers.com/ Humans x AI behaviour mindmap: https://xmind.ai/share/ZfoXStHT?xid=Gr8eiBM3 (beta) I translate new AI research into plain English so you can build a sharp, hype-free view of where this is going. +++ Today I track and map the progress of AI↔human coevolution: how RLHF breeds sycophancy and reward hacking, why models amplify...

This is a free preview of a paid episode. To hear more, visit www.2ndorderthinkers.com TL;DR ✅ Meta could generate 1,000 personalized ads for less than $1 (that's $0.0000164 per ad) ✅ Their unmatched social graph gives them a data advantage no competitor can replicate ✅ This shatters advertising's oldest constraint: the tradeoff between personalization and scale ✅ The economics work—but the st...

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This is a free preview of a paid episode. To hear more, visit www.2ndorderthinkers.com I never said anything like this, and I doubt I’ll ever say it again about another paper: you should read this for yourself and maybe for your children, too. You don’t have to be a tech expert to grasp what I’m about to share. I barely made it to the second page of this paper before I felt a wave of unease wash o...