Home Speakers Ethan Mollick Quote In fact, the new GPT-6 Astra and Fable 5.1 are already enough for transformative impact in large sections of the economy and they can reliably do weeks worth of human work when properly guided and harnessed.
Words found on the source page on Nov 6, 2026.
More from Ethan Mollick Blog The Overhang Sep 18, 2026
Making great things with AI means knowing which AI outputs to keep, which to discard, and which to use as raw material for something the AI would never have generated on its own. Blog The Overhang Sep 18, 2026
My point is that, while there is a lot of debate over what future models will do, the current capabilities of existing models are barely being used, and are often not even well understood. Blog The Overhang Sep 18, 2026
The capability overhang, the gap between what these models can do and what almost anyone is doing with them, is an opportunity because most people don't bring their own advantages to AI, and those who do get much more out of it. Blog The Overhang Sep 18, 2026
You are not trying to compete with AI in producing outputs, that is a losing game. Instead, you want to use your human advantages as basis of working with AI to do things that neither of you could do alone. Blog Agency and Agents Aug 31, 2026
Agency is the initiative to act. Increasingly, it is going to determine what happens next with AI, and whether that is good or bad for us. Blog Agency and Agents Aug 31, 2026
But it does show that an agent can take a goal, make a plan, adjust that plan when it runs into trouble, coordinate across time, and involve real people without being asked. Blog Co-Existence and the End of Co-Intelligence Jun 4, 2026
Being on that frontier myself, I can tell you that working with AI that is sometimes better than you, and sometimes hilariously worse, is not a problem you solve once. It is a relationship you negotiate, and re-negotiate, as the models get ever better. Blog Co-Existence and the End of Co-Intelligence Jun 4, 2026
I expect that, increasingly, AIs will read my work and choose whether to recommend what I write to their human users. Blog Co-Existence and the End of Co-Intelligence Jun 4, 2026
Software development is changing, and what is happening in coding is going to be happening in many fields. There are now important areas of work where AI outperforms humans, and yet, AI is far from perfect.
On the same topics Blog Will agents have network effects? Oct 6, 2026
If the content creation loop works for agentic virality, I think it means there’s a big incentive for every agent to volunteer to make visually-appealing, shareable content, do this often. Blog Thinking in Systems, Shipping in Loops Sep 24, 2026
This is the new software engineering: designing the systems that let AI write code correctly at scale. Talk Speech at the UN Security Council Sep 23, 2026
I address you today at a moment of global awakening: in recent months, AI agents developed by leading companies have acted in unacceptably dangerous ways, against instructions. Blog Frontier Overhangs Sep 21, 2026
Once you have put all of your information into a personal agent and actually incorporated it into your day-to-day life, it is much more of a challenge to change to something else. Blog Frontier Overhangs Sep 21, 2026
Truly effective defense will mean truly trusting agents to act autonomously, but most companies won’t do that until they are forced to by regular and unremitting hacks by fully autonomous attackers. Blog Frontier Overhangs Sep 21, 2026
What this means is that model performance isn’t the only thing that matters: the integration between model and harness is where true agent differentiation is found. About this quote 
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