We aren't born with the perfect storage architecture. Experience actively swaps out a noisy, localized network for a quiet, hyper-efficient memory machine.
https://t.co/uJVDy4R3LV
We aren't just building better software; we are re-engineering the physical interface of intelligence. We are replicating the brain with machines, minerals and energy.
#OI
The brain remains the ultimate hardware benchmark: it is 100,000x more energy-efficient than today’s digital compute.
The Intellectual Revolution is getting an organic hardware upgrade. 🧵
The Reality: If you asked today's most advanced Al models to design the most energy-efficient, powerful computing architecture in existence-the math leads them straight back to the human brain.
A 75 kg humanoid robot from KAIST can run at 13 km/h while carrying 20 kilos.
It also performs jumps, moonwalks, and soccer skills on grass with strong balance.
The robot even pushes heavy objects using human-like full-body movements.
Energy production is gatekept n outdated, stuck on legacy infrastructure that simply cannot keep pace with the hyper-growth of machine AI. Software will write the future. Hardware will power the pen. How are you factoring AI-scale energy & compute into your investment thesis?
Cognition is Scaling. Energy Must Follow—or It Will Bottleneck Superintelligence. Indeed, we’re entering the Intellectual Revolution: 99% of Earth’s cognition will soon run on machines, externalizing memory and reasoning to neural networks.
Is silicon the only material that can meet this demand? An in a world with nuclear, fusion, solar, wind, tidal, and space-based energy, why is power still the constraint?