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

The Navigator splits the mission into workstreams; each runs under bounded Task Contracts — budget, depth, child tasks, output schema and acceptance criteria.

No tasks yet. The plan is drawn when the expedition first runs.