ai
The trend predicts that in under a decade we will see AI agents that can independently complete a large fraction of tasks in hours that currently take humans days or weeks.
Colin Lewis • Tyler Cowen: AI and the Idiot Advantage
I Asked 30+ AI Experts to Reveal What They Wish Someone Had Told Them When Using AI
Wyndosubstack.com
Had a challenge with my French online tax return, as it was initially showing that I owed no tax. Submitted it to Perplexity, Claude 3.7 and GPTo3. Only GPto3 caught the problem, while the others insisted with confidence that I owed no tax.
2. Help Me Edit
wonder.craft.me

Instead of distinct devices, your "computer" will be ambient. It will be woven into the fabric of your environment – your home, your office, your car, even your clothing. Sensors, micro-projectors, and haptic feedback systems will create an intelligent space that responds to your presence, context, and needs. Imagine walking into a room, and the li... See more
Is Your Next Computer Invisible? The Rise of Outcome-Driven AI Computing
The trend is towards Philip Pullman’s “daemons”
In practical terms, an AI environment has these key characteristics:
- Persistent memory that builds over time
- Multiple, complementary capabilities rather than single-purpose tools
- Customized to your specific context (not generic prompts)
- Evolves with your needs rather than remaining static
- Creates unexpected connections between ideas and information
I Stopped Chasing AI Tools and Started Building AI Spaces, Here's What I Learned
The share of solo-founder startups has almost doubled in the last few years2, and the first examples of businesses with a handful of employees generating hundreds of millions of dollars in revenue have emerged. Henri Shi, who spent nearly a decade growing super.com into a $150M ARR business, is now tracking the progress towards Altman’s one-person ... See more
Gianluca Segato • Agency is Eating the World
This is where AI holds real promise. Not as a force of replacement, but of release. To offload the mechanical, the mindless, the bureaucratic. To unburden us from workflows that should’ve been done by machines all along. When used with intention, when guided by clarity of outcome, AI can expand our thinking, not shrink it. It can create space for r... See more