“Sam Altman’s best case scenario is that abundance lifts everyone up to a much higher standard, but it also exacerbates inequality. That was his favorite outcome.” — Keith Teare

This week’s editorial from Keith Teare, publisher of the That Was the Week newsletter, is entitled “Adulting.” His verdict: this was the week the AI industry finally started behaving like grown-ups. The evidence: OpenAI launched ChatGPT 5.5 and Image 2.0, both outstanding, and then made a move Keith considers more significant than either — pivoting Codex from a programmer’s tool into the central interface for everything. The gravity has shifted from the model to the user interface. You shouldn’t be using ChatGPT anymore. You should be using Codex. Meanwhile, freemium is working: less tokens, much better output, a functional free tier, and the heaviest users paying for more.

Anthropic’s week was more complicated. The first four days were, in Keith’s word, awful: Opus 4.7 launched with a massive deterioration in performance, hallucinations back, service throttled, timeouts everywhere. Then Anthropic removed features from its paid product, got a furious backlash, and reinstated them within twenty-four hours — what Keith calls Dario’s adolescent-teenager moment. But Friday redeemed the week: Google committed up to $40 billion in infrastructure investment, Amazon added $5 billion. The money goes into data center capacity and chips — TPUs from Google, Trainium from Amazon, both competing with Nvidia. Two axes are emerging: OpenAI–Nvidia on one side, Anthropic–Google–Amazon on the other.

The bigger question: what does adulting actually require of AI? Keith’s reading of the week’s most interesting piece — on the future of work — is that the durable jobs in an AI economy will be in the relational sector: nurses, therapists, teachers, craft brewers, live performers, care workers. Human-to-human is the scarce resource. Reid Hoffman adds: technology’s arc bends toward access, but not on its own — it requires political will. And Altman himself, in his interview with Greg Brockman, described his best-case scenario as one in which abundance lifts everyone up but exacerbates inequality. Which is to say: even optimism, in Silicon Valley, ends in more inequality. Adulting, it turns out, has its limits.

Five Takeaways

• Codex Is Now the Central App: The most significant move of OpenAI’s week wasn’t ChatGPT 5.5 or Image 2.0 — both outstanding — but the repositioning of Codex. What was a programmer’s tool has become the central interface: it does more things, has access to all the models, and represents a shift in where the gravity of the company sits. From the model to the user interface. Keith’s verdict: you shouldn’t be using ChatGPT anymore for any purpose. You should be using Codex. The freemium model is working because less tokens produce much better output, making the free tier genuinely functional — and the heaviest users still pay for more.

• Dario’s Adolescent-Teenager Week: Anthropic’s first four days were, in Keith’s reading, a study in how not to adult. Opus 4.7 launched with massively deteriorated performance — hallucinations returned, the service was throttled, users got timeouts. The infrastructure was creaking under load. Then, to compound the problem, Anthropic removed features from its paid tier. The backlash was immediate and furious. They reinstated the features within twenty-four hours. Keith’s diagnosis: reactive, adolescent, exactly the opposite of what OpenAI was demonstrating that same week with deliberate, long-term thinking.

• $45 Billion and Two Axes: Friday changed the Anthropic picture entirely. Google committed up to $40 billion in infrastructure investment — $10 billion initially. Amazon added an initial $5 billion. The money funds data center capacity and proprietary chips: TPUs from Google, Trainium from Amazon, both in competition with Nvidia. The implication: two separate technological axes are now forming. OpenAI and Nvidia on one side. Anthropic, Google, and Amazon on the other. Keith’s view: great for Google and Amazon; a long-term bet for Anthropic that they don’t need to be an Nvidia customer.

• The Future of Work Is Human-to-Human: Keith’s most interesting read of the week: a piece on the future of work that argues the durable jobs in an AI economy will be in the relational sector — the jobs where the human element is the product itself. Nurses, therapists, teachers, craft brewers, live performers, care workers, spiritual guides. Not prompt engineering (transitional). Not monitoring AI systems (transitional). Human-to-human. Nursing is already the most popular university major. Keith’s extension: as work disappears, so does the social connection it provides — family, friends, colleagues. Which means religion probably makes a comeback.

• Sam Altman’s Best Case: More Inequality: In his interview with Greg Brockman on the Core Memory podcast, Altman described three possible AI futures. His favourite: abundance lifts everyone up to a much higher standard, but also exacerbates inequality. That was the good outcome. The others were worse. Reid Hoffman adds a necessary corrective: technology’s arc bends toward access, but not on its own — it requires human agency and political will. Keith’s gloss, via Robert Heinlein’s For Us, The Living: the heritage check — a monthly dividend to all humans from the automated economy’s surplus. Money as a mechanism for allocating scarce resources becomes less meaningful when scarcity itself disappears.

About the Guest

Keith Teare is a British-American entrepreneur, investor, and publisher of the That Was the Week newsletter — a daily curation of the most important stories at the intersection of technology, business, and culture. He is a co-founder of TechCrunch and a long-time interlocutor on Keen On America.

References:

• That Was the Week newsletter by Keith Teare — this week’s editorial: “Adulting.”

• Greg Brockman and Sam Altman on the Core Memory podcast — the OpenAI interview that anchors the week.

• Reid Hoffman, “Faith in the Possible,” Substack — technology’s arc bends toward access, but not on its own.

• Episode 2878: Victoria Hetherington on The Friend Machine — Keith weighs in on AI companionship and the loneliness question.

• Episode 2877: Keith Teare — Let’s Just Say It Out Loud: AI Is Not Dangerous.

About Keen On America

Nobody asks more awkward questions than the Anglo-American writer and filmmaker Andrew Keen. In Keen On America, Andrew brings his pointed Transatlantic wit to making sense of the United States — hosting daily interviews about the history and future of this now venerable Republic. With nearly 2,900 episodes since the show launched on TechCrunch in 2010, Keen On America is the most prolific intellectual interview show in the history of podcasting.

Adulting: The Week That AI Finally Grew Up