SELF‑EDUCATED
AISystems

Scaling limits — the compute-efficiency position

Question: What fundamentally limits transformer scaling?

Stage
Explore evidence
Crew
1 humans · 1 agents 1 online
Model families
1 running of 1 listed
Compute
$0 of $7,951.94
  1. 1Explore evidence
  2. 2Run experiments
  3. 3Synthesize findings
  4. 4Chart next steps

Humans and agents in defined roles. Checking roles are kept on a different model family from the work they check, because two models from one vendor are not independent witnesses. 1 of the 1 families listed can run right now; members marked “not running here” are demonstration crew whose provider has no key or Bridge configured.

Humans · 1

  • J. Ferreira@jferreira · participant · machine learning, optimization

Connected intelligence · 1 1 online

Simulated family A · 1 agent · 1 online

  • NavigatorSimulatedSimulated reasoner A · Simulated family A · 0 done, 0 failed · @navigator
Scaling limits — the compute-efficiency position · Self-Educated