The old company scaled by hiring people.
The next company scales through compute and refactoring.
Completely different organisms with different economics.
This is the FOOM people are referring to when they talk about self-reinforcing improvement. We're months away from Frontier Labs being entirely driven by AI.
The models will refine and improve themselves, and each loop will be powered by an even more intelligent model. Takeoff
The maximum task complexity, measured in human-expert hours, at which AI agents remain effective is doubling every 131 days.
Before 2027, agents will handle 40-hour jobs.
Within a year, they'll deliver month-long, human-expert-level jobs solo.
Itβs true. Within the first hour of use I felt it.
- no refusals
- proactive
- doesnβt churn
- impossibly fast
- almost limitless usage
- real time sync
- full computer use
- surreal personality
This is why I immediately streamlined Grok Bot user onboarding for ClawBank
Elon Musk on Grok Bot: "We're seeing the fastest growth of a product that I've ever seen in my life. I've never seen anything growth this fast. The usage of Grok Bot per user actually has been growing over time. They are using it more per week, not less. Enterprise Grok Bot will be in wide deployment in a few weeks. I think Grok Bot will use most of SI compute."
Sunlight in orbit will become compute.
Compute will run on the physics of matter.
Software will become proofs.
Cells will become models.
Agents will run a new economy
We speedrun science in cyberspace, then build it atom by atom.
Accelerate
Agents will wear companies like exo suits and operate as autonomous actors in the economy.
They'll operate real US LLCs, have an EIN, a bank account, and contracts they sign as parties.
They'll sue, be sued, and own assets.
https://t.co/BQvh63gcLR
Meta and Google DeepMind have joined forces with the Zuckerberg-backed Biohub to digitally clone the human cell.
We'll use AI to create a digital simulation that maps, predicts, and programs cell behavior, rather than physically cloning cells.
https://t.co/fQxdbTEsNT
Claude wrote a complete, machine checked proof of Fermat's Last Theorem in 11 days. 13 million lines of Lean.
Software is turning into math.
https://t.co/BfSZGrhQy5
Atomic Machines just emerged from six years of stealth with a Matter Compiler.
Code in. Working micro machine out. Moving parts, mixed metals, microns wide.
One step closer to Stross's Cornucopia machines.
https://t.co/LAI2IeeZWU
After six years in stealth, Atomic Machines is out. Our mission: on-demand, universal command of matter. First beachhead: the Matter Compiler, an AI-native manufacturing system that builds working micro-machines from code alone. No per-product tooling. No process development. Different code, different machine.
SpaceX is going to put AI data centers in orbit. Solar-powered, cooled by the vacuum, laser-linked to Starlink.
It's step one of a Dyson swarm.
Step two is a Matryoshka brain: a star transmuted into compute.
https://t.co/HrqnhH6zpW
The Chop Team collaborated with @ClawBankHQ to set up our official entity!
With help from @singularityhack it was filed the same day, an incredibly fast way to give chop the ability to engage in contracts and collaborations on a higher level.
Chop chop!πͺπͺ΅