







I had the honor of giving a keynote at the International Conference on Machine Learning in Seoul last week titled “What will be left for us to work on?” I addressed the widespread anxiety about how we should adapt as AI capabilities increase. I was thrilled by the talk’s… pic.twitter.com/GEq0q6hEM0— Arvind Narayanan (@random_walker) July 13, 2026
Arvind Narayanan on Twitter / X
This week I had the honor of speaking to Princeton’s entire incoming undergraduate class to address their AI anxieties. I had three messages for them — good news, bad news, and a note of optimism. Here’s a condensed version.The good newsWe have enough evidence now to conclude…— Arvind Narayanan (@random_walker) August 27, 2026
Suhail on Twitter / X
Oh, this is coming back in such a big way this year with AI. We were a bit too early.Remember: Browser = OS pic.twitter.com/YoMaS8cjmI— Suhail (@Suhail) June 23, 2025

Arvind Narayanan on Twitter / X
To understand and empathize with how workers in many or most fields outside software experience advances in AI capabilities, I propose a little thought experiment. https://t.co/QZG24aRiBe— Arvind Narayanan (@random_walker) July 28, 2026
Sakana AI on Twitter / X
We’re thrilled to announce Sakana AI has raised ¥20B in our Series B! 🐟From day one, we’ve taken a different path. Our research has always focused on developing efficient AI technology sustainably, driven by the belief that resource constraints—not limitless compute—are key to… pic.twitter.com/0hmjrsfoEf— Sakana AI (@SakanaAILabs) November 17, 2025

Presentations — Benedict Evans
Every year, I produce a big presentation exploring macro and strategic trends in the tech industry. New in May 2025, ‘AI eats the world’.

Itai Yanai on Twitter / X
Unpopular opinion: Going straight to AI limits your creatively, because it short-circuits the iterative process you need to develop new ideas. pic.twitter.com/O2iPs0bfh0— Itai Yanai (@ItaiYanai) June 20, 2026

Joshua Achiam on Twitter / X
There is a fact about the future that I feel many people are not facing for reasons that are largely psychological: there are going to be rogue AIs that exist in the world, that will replicate in the wild, and that will attempt to acquire resources for themselves. There will be…— Joshua Achiam (@jachiam0) September 1, 2026
Sen. Bernie Sanders on Twitter / X
We need a moratorium on AI data centers NOW. Here’s why. pic.twitter.com/dRfAdQ67zD— Sen. Bernie Sanders (@SenSanders) March 11, 2026
The Scaling Era: An Oral History of AI, 2019–2025
An inside view of the AI revolution, from the people an…

The Era of Experience & The Age of Design: Richard S. Sutton, Upper Bound 2025
The Scaling Era: An Oral History of AI, 2019–2025
An inside view of the AI revolution, from the people and companies making it happen.

Why AI hasn’t replaced software engineers, and won’t
Arvind Narayanan and Sayash Kappor take on the question of AI job losses through the lens of a profession that is uniquely suited to AI disruption - software engineering. In …
AI's Trillion-Dollar Opportunity: Sequoia AI Ascent 2025 Keynote
We're Not Building AI Features for the Money
From the Zed Blog: Why Zed invests in AI, and the future we're building toward.
I had the honor of giving a keynote at the International Conference on Machine Learning last week. I addressed the widespread anxiety about how we should adapt as AI capabilities increase. I was thrilled by the talk’s reception, so I have made my slides available cs.princeton.edu/~arvindn/talks/icml-2026-anno…
What will be left for us to work on?
www.cs.princeton.edu